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The Intersection of Big Data and KM: An Update for 2021 – CMSWire

PHOTO:Jin xc | unsplash

This week a person I never met contacted me on Twitter to ask if I had done any further research on the integration of two subjects big data and knowledge management based on a 5-1/2-year-old article I wrote on the subject.

I had to admit I had not really done much more research on the topic. At the time I was director of knowledge management for the very large legal and compliance group of one of Canadas largest banks, so I wrote it from the KM point of view. Since then, I moved to another bank as product manager for enterprise search, and now I am one year and nine months into my director of product management role at a SaaS information management vendor. Oh, yeah, and we had a global pandemic ....

The big data world has gone through almost as many changes in the intervening years.

The pace of change in the KM world is somewhat more pedestrian I dont mean that in a bad way. I see KM as a management discipline. You can have a KM strategy, but I dont believe anyone can sell you a KM system." KM practitioners and academics who study and do research in the field sometimes take time to catch up with the technology, working practices and social changes that can be integrated into a KM strategy. In that nearly 6-year-old article I argued we should integrate big data into our KM processes, to be treated as another source of information from which knowledge could be derived, in order to provide actionable insights for decision making and creation of organizational value:

The diagram above encapsulates my high-level thinking from 2015, but the question from Twitter was really asking whats new?

Related Article: The State of Knowledge Management in 2020

Deloitte create a regular report called Global Human Capitol Trends, which includes insights into KM. As we started with an article I wrote in 2015, I thought it would be interesting to paraphrase its KM trends from the past six years:

However, the 2020 report provided this interesting commentary:

For organizations that are struggling, the good news is that technology is offering up solutions that can help. Emerging AI capabilities such as natural language processing and natural language generation can automatically index and combine content across disparate platforms. These same technologies can also tag and organize information, automatically generating contextual metadata without human intervention and eliminating a major barrier to actually using the knowledge that an organizations people and networks create.

Why is that quote so interesting to me? Well I have always said that a KM strategy relies on good information management, and we are starting to understand that good information management practices with metadata, taxonomy and ontologies can really benefit the quality of outputs provided by AI systems.

We have a symbiotic relationship between information management and some elements of AI good practice in IM can improve AI by providing well-structured taxonomies and ontologies, at the same time elements of the AI toolkit such as NLP can help automatically create metadata. At the same time application of the AI toolkit to analytics capabilities helps us to derive value from the ever-expanding sea of big data. SoIM helps AI, AI in turn helps analyze big data.

Related Article: Using AI for Metadata Creation

Let's start with a reminder of what we mean by "big data."Wikipedia has a good definitionwhich includes this key statement: Big data usually includes data sets with sizes beyond the ability of commonly used software tools to capture, curate, manage, and process data within a tolerable elapsed time.

So we are talking about massive amounts of data, volumes so large commonly available tools (like Microsoft Excel) simple cannot handle them. Big data can be used as a source for business intelligence, but the two aren't the same. According to Wikipedia, BI uses applied maths tools and descriptive statistics, while big data uses mathematical analysis and optimization techniques, and inductive statistics. I cannot really pontificate further on this, as I am not a subject matter expert in big data. However one point we can all understand is the definition of big, got well, bigger in the last six years. One of the defining characteristics of big data is the volume of data it encompasses and the rate at which this volume expands is accelerating. Five or six years ago, we might have been talking about hundreds of gigabytes to terabytes. Now we are talking petabytes and upwards.

With so much data, analyzing it to uncover insights becomes problematical. You need data management to ensure data quality and to avoid being swamped by false signals. Data mining uncovers correlations and patterns.

From a technical perspective, a key element of the last five to six years is the ability to do in-memory analytics analyzing large data sets in fast system memory without swapping data back and forth from storage (hard drives). Products for data visualization have also advanced, and while data scientists can still use specialist tools, we've seen a move to allow non-specialists to create and manage their own dashboards. However in its 2020 Data and Analytics trends report, industry analyst Gartner predicts the demise of the pre-built dashboard as AI capabilities help analytics and business intelligence software vendors offer new user experiences beyond the now ubiquitous dashboard.

Which brings us nicely into the final element which sets 2021 apart from 2015, artificial intelligence.

The introduction of so-called artificial intelligence tools, such as natural language processing, machine learning, neural networks and deep learning have had a great impact on big data analysis. With so much data to analyze, even with the best in visualization technologies, it is difficult for human analysts to spot the most complex patterns and inter-relationships.

The application of AI capabilities to the analysis of enormous data sets will be key in moving forward with the creation of information which can then be combined with metadata, contextual information from other sources and tacit knowledge in order to create new insights for decision support and value generation for an organization.

So a lot has changed in the last five to six years with respect to how big data can be integrated into a KM strategy. Big data just keeps on getting bigger and that trend will never reverse. Good information management practices and tools can assist AI capabilities, that in turn will analyze the ever-growing data sets in our data warehouses and data lakes. Visualization technologies improved to help us find patterns, but that too will need an added layer of AI technologies to keep up. In the search for competitive advantage, things rarely get simpler. Dealing with the accelerating rate of data growth is certainly never going to be easy, but with improvements to tools and capabilities to help us generate knowledge and insights, it's up to us to do something with them!

Jed Cawthorne is Director, Security & Governance Solutions at NetDocuments. He is involved in product management and working with customers to make NetDocuments phenomenally successful products even more so.

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The Intersection of Big Data and KM: An Update for 2021 - CMSWire

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Data Mining Software Market 2021 Will Reflect Significant Growth in Future with Size, Share, Growth, and Key Companies Analysis- SAS, IBM, Symbrium,…

DataIntelo has added a latest report on the Global Data Mining Software Market that covers the 360 scope of the market and various parameters that are speculated to proliferate the growth of the market during the forecast period, 2021-2028. The market research report provides in-depth analysis in a structured and concise manner, which in turn, is expected to help the esteemed reader to understand the market exhaustively.

Major Players Covered In This Report:

SASIBMSymbriumCoherisExpert SystemAptecoMegaputer IntelligenceMozendaGMDHUniversity of LjubljanaRapidMinerSalford SystemsLexalyticsSemantic Web CompanySaturamOptymyze

The research report confers information about latest and emerging market trends, key market drivers, restraints, and opportunities, supply & demand scenario, and potential future market developments that are estimated to change the future of the market. This report also serves the strategic market analysis, latest product developments, comprehensive analysis of regions, and competitive landscape of the market. Additionally, it discusses top-winning strategies that has helped industry players to expand their market share.

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9 Key Report Highlights

Historical, Current, and Future Market Size and CAGR

Future Product Development Prospects

In-depth Analysis on Product Offerings

Product Pricing Factors & Trends

Import/Export Product Consumption

Impact of COVID-19 Pandemic

Changing Market Dynamics

Market Growth in Terms of Revenue Generation

Promising Market Segments

Impact of COVID-19 Pandemic On Data Mining Software Market

The COVID-19 pandemic had persuaded state government bodies to impose stringent regulations on the opening of manufacturing facilities, corporate facilities, and public places. It had also imposed restrictions on travelling through all means. This led to the disruption in the global economy, which negatively impacted the businesses across the globe. However, the key players in the Data Mining Software market created strategies to sustain the pandemic. Moreover, some of them created lucrative opportunities, which helped them to leverage their market position.

The dedicated team at DataIntelo closely monitored the market from the beginning of the pandemic. They conducted several interviews with industry experts and key management of the top companies to understand the future of the market amidst the trying times. The market research report includes strategies, challenges & threats, and new market avenues that companies implemented, faced, and discovered respectively in the pandemic.

On What Basis the Market Is Segmented in The Report?

The global Data Mining Software market is fragmented on the basis of:

Products

Cloud-basedOn-premises

The drivers, restraints, and opportunities of the product segment are covered in the report. Product developments since 2017, products market share, CAGR, and profit margins are also included in this report. This segment confers information about the raw materials used for the manufacturing. Moreover, it includes potential product developments.

Applications

Large EnterprisesSmall and Medium-sized Enterprises (SMEs)

The market share of each application segment is included in this section. It provides information about the key drivers, restraints, and opportunities of the application segment. Furthermore, it confers details about the potential application of the products in the foreseeable future.

Regions

North America

Asia Pacific

Europe

Latin America

Middle East & Africa

Note: A country of choice can be included in the report. If more than one country needs to be added in the list, the research quote will vary accordingly.

The market research report provides in-depth analysis of the regional market growth to determine the potential worth of investment & opportunities in the coming years. This Data Mining Software report is prepared after considering the social and economic factors of the country, while it has also included government regulations that can impact the market growth in the country/region. Moreover, it has served information on import & export analysis, trade regulations, and opportunities of new entrants in domestic market.

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Below is the TOC of the report:

Executive Summary

Assumptions and Acronyms Used

Research Methodology

Data Mining Software Market Overview

Global Data Mining Software Market Analysis and Forecast by Type

Global Data Mining Software Market Analysis and Forecast by Application

Global Data Mining Software Market Analysis and Forecast by Sales Channel

Global Data Mining Software Market Analysis and Forecast by Region

North America Data Mining Software Market Analysis and Forecast

Latin America Data Mining Software Market Analysis and Forecast

Europe Data Mining Software Market Analysis and Forecast

Asia Pacific Data Mining Software Market Analysis and Forecast

Asia Pacific Data Mining Software Market Size and Volume Forecast by Application

Middle East & Africa Data Mining Software Market Analysis and Forecast

Competition Landscape

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Data Mining Software Market 2021 Will Reflect Significant Growth in Future with Size, Share, Growth, and Key Companies Analysis- SAS, IBM, Symbrium,...

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Federal Judge Ruled Against Crain Over Right To Sue In Privacy Case 05/03/2021 – MediaPost Communications

Michigan publishers must be extra careful in complyingwith the states privacy law. Thats the import of a federal court decision involving Crain Communications.

Without ruling on the merits of the case, a U.S.District Court determined that an out-of-state resident had the standing to sue Crain under the Michigan Personal Privacy Protection Act (PPPA). And it dismissed a motion by Crain to dismiss the suitin late March.

Virginia subscriber Gary Lin filed a class action suit in 2019, alleging that Crainviolated the PPPA by selling his and other subscribers personal reading information to third parties without obtaining consent, JDSupra writes in an analysis.

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Crain had earlier sought to squash the lawsuit on the groundthat Lin lacked standing to file suit as a non-state resident.

In January, the court concluded the PPPA does not impose a residency requirement for customers to haveprotections, thus allowing the Lin suit to go forward, JDSupra notes.

U.S. District Judge Victoria A. Roberts wrote: if the Michigan legislature intended to limit thestatute to Michigan residents, it could have done so explicitly,

Other state statutes, including the California Consumer Privacy Act (CCPA), the California Privacy RightsAct (CPRA), and the Virginia Consumer Data Protection Act (VCDPA) do not cover non-state residents, JDSupra explains.

The privacy rights created by these statutes extendonly to residents of California and Virginia, respectively, JDSupra writes. Moreover, unlike the PPPA, none of these statutes provide a private right of action for privacy-relatedviolations, it adds.

Lin had alleged that Crain violated his protected privacy interest by disclosing PRI to data-mining companies and third-party databasecooperatives.

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Federal Judge Ruled Against Crain Over Right To Sue In Privacy Case 05/03/2021 - MediaPost Communications

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Georgia State Introduces Advanced Research Computing Technology & Innovation Core – Georgia State University News

ATLANTAGeorgia State University has introduced the Advanced Research Computing Technology & Innovation Core (ARCTIC) to support research that would not be possible with standard consumer-grade computing, including analysis, modeling, simulation and the prediction of complex phenomena.

Now a resource for investigators at Georgia State, ARCTIC will soon be made available to scientists around the world.

ARCTIC was developed using a $1.2 million grant from the National Science Foundation and offers researchers advanced cyber infrastructure along with training and support. The system includes high-performance computing clusters and data storage systems, research networking and cloud computing.

We dont just provide the hardware, said Suranga Edirisinghe, associate director of ARCTIC. We work hand in hand with investigators and guide them how to best use the resources.

ARCTIC is particularly aimed at investigators who are not traditionally served by high-performance computing, such as psychologists, biologists, neuroscientists or public policy researchers. The team also builds scientific gateways easily accessible Web portals to allow the public to access a projects findings.

These days, researchers have more and more data, but they may not have the technology to process that data. Were trying to fill the gap, said Edirisinghe. The goal is to reach out to people who dont traditionally use high-performing computing and bring them into the community, so theyre not constrained by resources. Thats also why the support piece is so important.

Anyone who has said, We can do this on my office computer with a small sample, but to really be representative, nail down the model and generalize what were finding, we need to be running this on millions of data points, thats who this is for, said Jessica Turner, professor of psychology and neuroscience and lead investigator on the grant.

Turner is among more than 300 Georgia State faculty who have begun using ARCTIC to conduct their research. She is testing whether an algorithm can predict depression in various racial groups by analyzing brain scans. Faculty can also use the resource in the classroom to teach students about data mining or big data analysis approaches.

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Georgia State Introduces Advanced Research Computing Technology & Innovation Core - Georgia State University News

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Gyratory Crusher Market 2021 Analysis- Worldwide Opportunity, Key Insights and Emerging Growth Till 2027 KSU | The Sentinel Newspaper – KSU | The…

Gyratory Crusher Market recently Published Market Insights Reports with more than 100 industry informative desk and Figures spread through Pages and easy to understand detailed TOC on Gyratory Crusher Market.

Global Gyratory Crusher Market 2021: This Report provides highlighting opportunities, and supporting strategic and tactical decision-making. This report recognizes that in this rapidly-evolving and competitive environment, up-to-date Marketing information is essential to monitor performance and make critical decisions for growth and profitability. It provides information on trends and developments, and focuses on Markets and materials, capacities and on the changing structure of the Gyratory Crusher. The report also presents forecasts for Global Gyratory Crusher Market investments from 2021 till 2027.

Get Sample PDF Copy of Latest Research on Gyratory Crusher Market 2020:

https://www.marketinsightsreports.com/reports/04121974043/global-gyratory-crusher-market-research-report-2020/inquiry?mode=54

Leading key CompanysCovered for this Research are

Sandvik

Metso

FLSmidth

Rackers Equipment Co.

ThyssenKrupp

Cooley Equipment Corp

P R Engineering Ltd

Modern Machinery

CITIC HIC

Excel Foundry & Machine

Market segment by Type, the product can be split intoOrdinary Gyratory Crusher

Hydraulic Gyratory Crusher

Market segment by Application, split intoHeavy Mining

Quarry

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Scope Of The Report

The research report on the global Gyratory Crusher Market is a comprehensive publication that aims to identify the financial outlook of the market. For the same reason, it offers a detailed understanding of the competitive landscape. It studies some of the leading players, their management styles, their research and development statuses, and their expansion strategies. The report also includes product portfolios and the list of products in the pipeline. It includes a thorough explanation of the cutting-edging technologies and investments being made to upgrade the existing ones.

Table of Content

1 Introduction of Global Gyratory Crusher Market

1.1 Overview of the Market

1.2 Scope of Report

1.3 Assumptions

2 Executive Summary

3 Research Methodology

3.1 Data Mining

3.2 Validation

3.3 Primary Interviews

3.4 List of Data Sources

4 Global Manufacturing & Construction Market Outlook

4.1 Overview

4.2 Market Dynamics

4.2.1 Drivers

4.2.2 Restraints

4.2.3 Opportunities

4.3 Porters Five Force Model

4.4 Value Chain Analysis

5 Global Gyratory Crusher Market, By Deployment Model

5.1 Overview

6 Global Gyratory Crusher Market, By Solution

6.1 Overview

7 Global Gyratory Crusher Market, By Vertical

7.1 Overview

8 Global Gyratory Crusher Market, By Geography

8.1 Overview

8.2 North America

8.2.1 U.S.

8.2.2 Canada

8.2.3 Mexico

8.3 Europe

8.3.1 Germany

8.3.2 U.K.

8.3.3 France

8.3.4 Rest of Europe

8.4 Asia Pacific

8.4.1 China

8.4.2 Japan

8.4.3 India

8.4.4 Rest of Asia Pacific

8.5 Rest of the World

8.5.1 Latin America

8.5.2 Middle East

9 Global Gyratory Crusher Market Competitive Landscape

9.1 Overview

9.2 Company Market Ranking

9.3 Key Development Strategies

10 Company Profiles

10.1.1 Overview

10.1.2 Financial Performance

10.1.3 Product Outlook

10.1.4 Key Developments

11 Appendix

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Gyratory Crusher Market 2021 Analysis- Worldwide Opportunity, Key Insights and Emerging Growth Till 2027 KSU | The Sentinel Newspaper - KSU | The...

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The Man They Couldnt Cancel – The Wall Street Journal

The term cancel culture, like political correctness before it, is a comical expression for an ugly cultural pathology. To be canceledan older, closely related term is blacklistedis to have your public persona or influence assailed, typically by a sizable mob, for some real or perceived offense against progressive orthodoxy, whatever that orthodoxy may hold at the moment. For that to happen, you must possess some form of authority in the first place: an academic post, a political office, a role in the entertainment industry, employment with a mainstream media organization, a voice as an intellectual or imaginative writer.

But the targets of cancellation, having derived their legitimacy from consensus left-liberal culture, are typically not very good at defending themselves, or even understanding what happened to them. Often they apologize, despite having said or done nothing wrong, which only emboldens the cancelers. Or they fall back on pieties about free speech and the marketplace of ideas, as if their tormentors still believed in those principles.

One target of cancellation who is able to speak intelligently about it is Jordan Peterson, the University of Toronto clinical psychologist, YouTube lecturer, and author of 12 Rules for Life: An Antidote to Chaos (2018) and Beyond Order: 12 More Rules for Life, published in March.

If youre an ordinary curious person, Mr. Peterson wont strike you as a likely target for moral outrage. He brings together a dizzying array of texts and traditionsJungian psychoanalysis, the Hebrew Bible and New Testament, Frederick Nietzsche, Sren Kierkegaard and much elseto formulate basic lessons, or rules, about how humans might overcome their natural tendency to lassitude and savagery. His books, podcasts and lectures are impressively argued, frequently insightful and occasionally abrasive presentations of various principles of wise living.

I dont share some of Mr. Petersons philosophical premises and find in his work points of disagreement, but there is much to appreciate and nothing sinister in them. Twenty years ago very few people would have considered him the intellectual subversive and moral monster many now claim him to be. A few rules from his latest book: Do not do what you hate, Work as hard as you possibly can on at least one thing and see what happens, Try to make one room in your home as beautiful as possible.

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The Man They Couldnt Cancel - The Wall Street Journal

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‘Why would everything be political?’ Jordan Peterson on art, conscience and Marxism MercatorNet – MercatorNet

Heres a really interesting interview with Jordan Peterson about his new book. The interviewer, from the RT (Russia Today) network, tries to inveigle him into endorsing Russian and Chinese critiques of American culture. But Peterson (politely) wont have it.

Instead, he directs the conversation towards art, architecture and music.

Man does not live by bread alone and thats as true as anything thats ever been said, he responds. And you make a relationship with beauty in your own house, for example, if you buy a piece of art, a genuine piece of art that speaks to you, you let something thats transcendent and thats a portal in some sense to the divine, you let that into your house and then you let that into your life. And that can have a transforming effect. Its nothing to be taken lightly.

The interviewer also suggests that Petersons work appeal to elites because it is about self-improvement, not revolutionary social change. But Peterson responds with typical aplomb: Well, I dont think theres any more revolutionary act than telling the truth. You know, my books support the elite? I dont think thats true in the least, except insofar as the elite, to whatever degree the elite are supported by truth, Im asking people to pay attention.

For fans of Jordan Peterson, this is well worth watching.

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'Why would everything be political?' Jordan Peterson on art, conscience and Marxism MercatorNet - MercatorNet

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Why would everything be political? Jordan Peterson discusses order and eternal truths with RT (FULL INTERVIEW) – RT

I'm Afshin Rattansi and you're watching a lockdown season finale of 'Going Underground' during and after coronavirus lockdowns, right around the world, impacting on all our lives, who better than to speak to the most influential public intellectual in the Western world, according to the New York Times.

Professor Jordan B. Peterson, author of new work 'Beyond Order' joins me now from Toronto in Canada. Jordan, thanks so much for coming back on the show. Ive got to say you look very well I know there's been a lot of pain, it's in the prologue to the book. You're doing a podcast with your daughter Mikaila, but, I suppose I should ask how Covid influenced the writing of your latest book, first of all.

Well, I suppose as I was in isolation, along with everyone else, it gave me more time. Other than that, it's had a profound effect on everyone's sense of their own fragility and mortality, and certainly that was the case.

I spent a lot of time locked down with my elderly parents, and so for me, and for everyone else, pandemic brings our vulnerability closer to heart. And it also, I suppose, increased the degree to which I was appreciative of having people around and family around. But, I certainly don't think that reaction is unique to me.

This book 'Beyond Order', compared to the last one, concentrates more on the importance of interpersonal relationships in the maintenance of our health, and as a contributor to our general sense that life is worth living. And so I think at least in part, because of the COVID lockdown, the book perhaps has a warmer tone in some way.

Afshin Rattansi:

I should say that I heard you recently say that a network TV interview can't do justice often, not only perhaps to do your own work, but to lots of work. We often talk about the nature of television and its inability to explain more complex ideas.

Jordan Peterson:

I really noticed the difference between talking to formal TV journalists of the old school and the newer podcast and YouTube channel journalists who are used to having that expansive time to let things go where they're going to go, and, there's also a permanency associated with it that's new. So a lot of it's a technological consequence. For the longest time, there was a very few number of companies that had an iron lock hold over video technology. And of course it wasn't permanent, as well. A

nd so television journalists couldn't be given free rein in some sense because the medium itself was such an expensive mode of communication and any risk of failure was well, any error could bring with it catastrophic risk. And so, generally, I felt when I was talking to old school TV journalists in particular that they were there as the representative of the organization rather than there as a human being, having a conversation. So the newer forums allow for that and I'm hoping that's an improvement.

Afshin Rattansi:

I have to ask about I'll jump through to rule eight because I think the aesthetic experience has been emphasized by many people as regarding getting through this pandemic in their isolation.

Jordan Peterson:

It's a mystery, in some sense, why we're so attracted to beauty or even the beauty is something that we appreciate and experience and define and philosophize about. Its instantaneous, practical utility isn't obvious, but its economic value is disproportionately large.

I mean, every time I go to Europe, I'm struck by the beauty of the architecture and the culture, of course as well, the fine art element of the culture, but we could stick to architecture.

I mean, people from all over the world make pilgrimages to Europe, essentially because of the spectacular beauty of its towns and cities. And there's something about beauty that reminds us constantly in a way that can't be subject to simple criticism, that life is deep and worth living. And there's something about harmony of form and nobility of aim and the creative striving and daring that I guess speaks to what's best in us and encourages it to manifest itself. And we can't live without that.

There's something in us that always wants us to move beyond where we are and to aim for something higher and nobler and beauty seems to be something that marks the way, and because it's not susceptible to rational criticism, it's quite reliable as a source of continued intrinsic meaning.

I think people experience this most particularly in relationship to music, which as an art form I think has a disproportionate effect on our culture especially given that it's not easy to point to the practical significance of music, but certainly for decades, music has been the primary cultural center for young people.

Again, for reasons that aren't clear; but music speaks of patterns, the intermingling, the harmonious intermingling of patterns, the arrayed ordering layer by layer with the addition of voices and the world itself is made out of patterns, and so music is a representation of the world, but in some sense it's a representation of the world as it could be, or as it should be.

And there's something in us that absolutely needs that, and it bolsters us against the fragility of our lives and our own vulnerability. And so it's interesting that you picked chapter eight because I would say that's the chapter I'm probably most pleased with from my last two books about meditation on beauty and it's import.

And so it's a call, I suppose, to people who are even thinking in purely economic terms, practical terms that, you know, man does not live by bread alone and that's as true as anything that's ever been said. And you make a relationship with beauty in your own house, for example, if you buy a piece of art, a genuine piece of art that speaks to you, you let something that's transcendent and that's a portal in some sense to the divine, you let that into your house and then you let that into your life. And that can have a transforming effect. It's nothing to be taken lightly.

Afshin Rattansi:

I'm sure the economic impact will have intellectual property lawyers talking about it. But of course, I mean, music is rebellion for young people, more often than not. I am speaking to you from South London, home to drill music. You in your book talk about Beethoven; certainly the art that you've chosen to mention, to quote, in the latest book, Blake, known for his revolutionary sympathies; Wordsworth, the earlier Wordsworth of course recording the French revolution.

I brought it into my home, actually, some French revolutionary art here, Delacroix, Goya, Pollock, a member of the communist party, Picasso, a member of the communist party all his life, refused to give up the card even when he heard about the Soviet Union. Why do you think so many artists, writers, musicians would go against your and you'll probably mention what they are, rules 6, 11, 12, 7, 4 art, music, these are by revolutionaries, often those sympathizing with the works of Karl Marx.

Jordan Peterson:

Well, I think that whenever artists subjugate their art to politics, they're subjugating the higher to the lower. It's almost always a mistake. I mean, we don't remember Picasso because he was a communist. His political interests in some sense are of no more interest than anyone else's political interests. He didn't have anything to say as a communist that 150,000 other communists couldn't say, but he definitely had something to say as an artist.

And I mean, we see this intermingling in our culture of political expression and artistic expression, but it's been the rare artist that I've listened to, who isn't on shaky ground, as soon as he moves or she moves out of, his or her, what would you say, stellar domain and descends into the world of politics.

And I would also say that if an artist is genuinely possessed by the creative spirit, they cannot put what they're doing into words. Not explicitly, they can't render it into a philosophy or an ideology that that's propaganda. In my estimation, the artist is someone who's on the cutting edge of the development of thought; their own thought might trail that, but their creative thought is it is a vanguard.

That's I suppose to some degree why they have some affinity for more revolutionary brands of political thinking, is because the creative spirit itself is part of the eternal source that renews everything. And so there is a revolutionary element to it. It's easy to confuse that with revolutionary politics as such, but art is so much more revolutionary than political revolution that they're not even in the same category, as far as I'm concerned.

Afshin Rattansi:

You don't think that Guernica means a lot to those being bombed by British backed planes in Yemen today? Beethoven and Goya, we know how [for] these artists, the French revolution was so inspirational. And in this book, you quote at length William Blake, arguably one of the most revolutionary poets Britain has ever produced. He wanted revolution. I mean the song, the words to Jerusalem, of course.

Jordan Peterson:

Well Guernica for example, it speaks of the horror of war, the chaos and horror of war. And that's something that can be experienced regardless of the cause of the war, let's say. I mean, strife and warfare are existential constants, right, insofar as Guernica is an immortal work of art. It speaks to everyone who suffered as a consequence of war and the political reasons for it are secondary.

Afshin Rattansi:

I'm not sure whether Picasso would have liked Franco's troops to enjoy or be illuminated by Guernica as

Jordan Peterson:

But, you can imagine that anyone who's had a loved one, say, hurt in a war, in a battle, in a bombing, could look at the anguish that's in that painting and see a reflection of what's happening in their own soul. I mean, and regardless of your political perspective, war is a catastrophe, right? It's a catastrophe for everyone involved.

And I know you can sort wars into justifiable and non-justifiable wars. And I'm certainly aware that there are tyrants and noble revolutionaries, but art speaks to the universals of human experience outside of the political domain. And I think that's true, regardless of the stated political belief of the artist. I really do think, and I think this psychologically, as well as, we approach the unknown with various tactics, let's say.

You can express what you feel about something you don't understand through dance. And you might say, well, you could render that into a political statement and perhaps the dancer would be inclined to do that. But that doesn't mean that that's what the dance was about. If you know what it's about and you can render it into a political statement, you don't have to dance, you don't have to sing. These are forms of exploration, let's say.

Afshin Rattansi:

Echoing in effect the Marxist thinker Gyrgy Lukcs, who preferred Balzac, a conservative, to revolutionary Stendhal. I think why politics, it's a very political book, what you've written. I mean, you assume in the book that Dostoyevsky and Nietzsche foresee catastrophe in Russia and China.

I mean those two countries, when you talk about war; Russia, arguably saved the world from Nazism in the Second World War and China, more people brought out of poverty than in all of human history, 800 million. And during the Covid pandemic, we've seen how much more efficient they have been than other countries saving their populations from the virus.

Jordan Peterson:

Well, China has lifted people out of poverty, but at an immense cost. I mean, the estimates for deaths during Mao's reign, somewhere between 60 and 100 million, and China didn't lift people effectively out of poverty, except insofar as they adopted reasonable free market reforms. And most of the improvement has been generated in the last two or three decades.

And so I certainly don't think that you can justify the excesses of the Chinese communist party by pointing to their relatively late and derivative success. And of course the role the Russians played in stopping Nazism, well, that's indisputable, but it's not as if the Russians weren't suffering from equivalent horrors on their own home front.

Especially between 1919 and 1959, it was cataclysmic. What happened in the Soviet Union was absolutely cataclysmic and that, well, the rest of the world, the Western world let's say, was lifting itself out of poverty without the necessity for internally produced repression and mass death.

I mean, look at the difference between South and North Korea, that's as stark a demonstration as you could possibly hope for. It's, North Korea is not even lit up at night. They can't generate any electricity. Everyone's starving.

Afshin Rattansi:

In fairness, North Korea, 20% of its population was killed by the United States and Britain in that war. Professor Jordan Peterson, I'll stop you there, more from the author of 'Beyond Order' after this break.

Afshin Rattansi:

Welcome back to this 'Going Underground' lockdown season finale. I'm still here with Professor Jordan Peterson, author of 'Beyond Order, 12 More Rules for Life'. Class war is used in this book as the wrong way personally, to live, to live your life.

You say inequality is immutable, a Pareto distribution, no matter what guns you use, what strike action you use as a trade unionists, you cannot alter an immutable distribution of inequality.

Jordan Peterson:

Well, you certainly can't alter it by assuming that the inequality and distribution is a secondary consequence of capitalism. I mean, it's not like I don't take the problem of inequality seriously. I take it far more seriously than Marxist thinkers because they attribute it to capitalism, which is completely preposterous. It's so simple-minded and backwards. And the worst of that is it does such a terrible disservice to the poor.

I mean, we have two problems economically speaking in the broadest sense. One is the problem of absolute privation. It would be best if everyone had enough to eat and that's something that could be measured perhaps by something approximating an average. And then you have the problem of the distribution around the average and the problem of relative poverty. And that's also a problem.

And I do believe that the left-leaning political thinkers properly address the problems of relative privation. And that's useful. It's useful. I've never said that the left doesn't have an important role to play in the political discussion, especially with regards to giving a credible voice to the working class.

It's the excesses, it's the ideological excesses of the leftist utopians that I object to. And the inability of the moderate left to draw a dividing line between what's acceptable, say, in relationship to democratic socialism and trade unionism, and those things that have brought benefits to many places, including Canada, and the excessive utopianism of the radical leftists, which is where the danger lies.

Afshin Rattansi:

You debated some of our guests. I mean, Marx loved capitalism. The 'Communist Manifesto' is a paean how he loved capitalism. So I'm not sure he was ignorant of the great way forward that capitalism struck.

If you put your psychoanalytical hat on, could it not be exhortative? I mean, it's not about because people have often said, Where is all this stuff about what this future society is supposed to look like?

It's not in Marx. It's how we must progress as a society, just as capitalism was from feudalism. I mean, can you not see it as exhortative?

Jordan Peterson:

There is an element that's exhortative, but there's also the element that calls for bloody violent revolution. And we've seen the consequences of that. You know, in this debate I had, I just cut the first 15 minutes out of that, which is a critique of the 'Communist Manifesto', I was taken to task by those who are displeased with me for not concentrating on Marx's more major works, but since this was the pamphlet that lit the world on fire, I thought it was an appropriate place to start.

While I was running through the critique and pointing out that it was a call to bloody violent revolution, the audience, many people in the audience started to cheer and clap, and it took me back. I was silent for about 15 seconds because I thought, well, you reveal your hand exactly there. It's like, are you so much for the poor, or are you just waiting for the bloody violent revolution?

Afshin Rattansi:

Arguably, we couldn't speak to each other without bloody revolutions in the past. I just ask the relevance about this in relation to this book because often it may seem to some people as a Marxist liberation theory, as the Catholic Church pervades in Latin America.

You talk about the importance of Christ's teachings and the importance of conscience, and always fighting for your own conscience. These kinds of ideas, of course, Che Guevara writes about in his diaries.

Jordan Peterson:

Well, I wouldn't consider him a particularly positive example personally, to say the least, I mean, I'm more concerned and concerned in the book with people's individual relationship with their conscience. I've been criticized for ignoring social inequality, but I've never asked anyone in my writings or in my lectures to ignore broader societal concerns. I just ask people to take control of what they can in fact control and take responsibility for their own personal ethic.

I talk about conscience in the book because it's quite a mystery and it's a mystery that points to the fact that we don't seem to be masters in our own houses. Just something that struck me very hard as a psychologist and a thinker. Nietzsche believed that because the slats had been kicked out underneath our Judeo-Christian substructure, let's say, with the death of God, that we would have to create our own values. The problem with that is it doesn't seem like a tenable solution because we seem to be accountable to forces within us that aren't under our own control.

So if you could create your own values, you have to ask yourself, if you're capable of creating your own values, why would you be tormented by your conscience? Your conscience seems to speak to you and in something approximating the voice of transcendent morality. It's not that straightforward because it's not like it's omniscient, but it's still an inescapable voice.

There have been parallels drawn by religious thinkers between the voice of conscience and the voice of God, or the spirit of Christ speaking within the Judeo-Christian tradition. And we do internalize ideals and they do judge us despite our best intent. And there's something about that which is ineluctably real and inescapably powerful and also extraordinarily useful. And so it's a mystery, right? Conscience is a mystery. And I don't think there is anything more important in life than your relationship with your conscience.

Afshin Rattansi:

But in this book, you say that, and I mean, critics may say you're the ideal intellectual for the powerful elites who want to promote their views as you don't promote revolution, but actually in what you just said, you don't think someone reading this book and I think the book will sell will be inspired by what you say about conscience.

Jordan Peterson:

Well, I don't think there's any more revolutionary act than telling the truth. You know, my books support the elite? I don't think that's true in the least, except insofar as the elite, to whatever degree the elite are supported by truth, I'm asking people to pay attention. It isn't me that's asking, I'm making the case that it's important to pay attention.

Afshin Rattansi:

I mean that you argue for incremental change rather than revolution, and claim that political temperament is biological. These sorts of ideas, they suit elites because they don't want people getting too violent.

I want to ask you one thing, which relates to all of this in a way, what is the Codex Bezae which you mentioned in this book, which seems to reveal this tension between conservatism and revolution.

Jordan Peterson:

It's an apocryphal, religious tract, but it contained a particularly interesting take on the utility of breaking rules. And so there's a story in that particular codex.

If I remember this correctly about Christ rescuing a sheep, that's trapped in a pit on the Sabbath; observing someone, rescuing a sheep, who's trapped in a pot in the hot sun during the Sabbath and the shepherd is taking the sheep out of the pit.

And Christ says to him, "if you know what you're doing, you're blessed. But if you don't, you're a transgressor of the law and you're cursed." And it struck me, that particular statement, because it's an incredibly sophisticated take on morality and rules.

The gist of the story is that there's a reason for the Sabbath, right? To keep it holy, let's say, perhaps everyone needs a break once a week or something like that for society to remain stable and for people to remain healthy, but maybe there are conditions under which that the prohibition of labor on that day can be reasonably suspended.

And so if the shepherd is, what would you say, empathetic towards the suffering of his sheep and he understands the utility of the Sabbath rules, and he holds them sacred as do other people in his culture, but then decides that the higher order principle demands this particular effort, then he's transcended the law and is acting as a higher moral agent, then so he's blessed, but if it's just casual dismissal of a social sanction, because of narcissism or selfishness, then it's something that's cursed. And that's why I used that particular story. And we see this tension all the time in popular literature.

Afshin Rattansi:

And I know you mentioned Pinocchio in the book also. But I mean, just some quick practical advice, what do we do when our leaders are lying to us? I know you were in Moscow, Edward Snowden had to flee the United States after revealing surveillance.

Julian Assange is up the road here in London, being tortured, according to the UN by UK authorities, for revealing again, truths about our leaders. What should we do individually when we think that our leaders are lying to us?

Jordan Peterson:

Well, it's hard to tell what each person should do individually, because that's always so much dependent on the particulars of their life. I don't believe that people should ignore political affairs, but I believe that if you're going to move into the political realm, you should do what you can to get your own psyche in order. So you want to prepare to take on the political world.

Well, you want to make yourself into the sort of person who's going to be capable of using power wisely instead of using it in the manner that you're decrying with regard to your criticism of the current leaders. That's no simple thing.

And it certainly, isn't going to be attained by your casual adoption of an ideology that's shared by millions of other people, and that has nothing of you in it. And it's certainly not going to be improved by your proposition, let's say that all of the evil that bedevils mankind can be attributed to the current elite, ruling class, or something like that.

It's just not helpful. It's nowhere near sophisticated enough to solve any real problems. And then you have to think, well, those people who became tyrants when they were granted power, what makes you think they're so different than you?

Afshin Rattansi:

You say that it's not a matter of opinion that politics is based on this inborn temperament. I mean 50 million people in the United States dependant on food stamps tonight.

I'm talking to you from where there are food banks around the corner, the environmental catastrophe; you don't believe it is a class war. Can you see why that would benefit those at the top?

Jordan Peterson:

I don't believe that inequality is generated by capitalism. Fundamentally there's obviously stress and strain between...

Afshin Rattansi:

It could be a feudal system right now, or a Soviet, communist system; your work is saying don't single out one particular thing. In fact, you actually say "beware of intellectuals who make a monotheism out of their motivation." I mean, arguably you talk about monotheism in the book and arguably do that to us, as the reader.

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Why would everything be political? Jordan Peterson discusses order and eternal truths with RT (FULL INTERVIEW) - RT

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The Coolest Data Science And Machine Learning Tool Companies Of The 2021 Big Data 100 – CRN

Learning Curve

As businesses and organizations strive to manage ever-growing volumes of data and, even more important, derive value from that data, they are increasingly turning to data engineering and machine learning tools to improve and even automate their big data processes and workflows.

As part of the 2021 Big Data 100, CRN has compiled a list of data science and machine learning tool companies that solution providers should be aware of. While most of these are not exactly household names, some, including DataRobot, Dataiku and H2O, have been around for a number of years and have achieved significant market presence. Others, including dotData, are more recent startups.

This week CRN is running the Big Data 100 list in slideshows, organized by technology category, with vendors of business analytics software, database systems, data management and integration software, data science and machine learning tools, and big data systems and platforms.

(Some vendors market big data products that span multiple technology categories. They appear in the slideshow for the technology segment in which they are most prominent.)

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The Coolest Data Science And Machine Learning Tool Companies Of The 2021 Big Data 100 - CRN

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How Big Data Are Unlocking the Mysteries of Autism – Scientific American

When I started my pediatric genetic practice over 20 years ago, I was frustrated by constantly having to tell families and patients that I couldnt answer many of their questions about autism and what the future held for them. What were the causes of their childs particular behavioral and medical challenges? Would their child talk? Have seizures? What I did know was that research was the key to unlocking the mysteries of a remarkably heterogeneous disorder that affects more than five million Americans and has no FDA-approved treatments. Now, thanks in large part to the impact of genetic research, those answers are starting to come into focus.

Five years ago we launched SPARK ( Simons Foundation Powering Autism Research for Knowledge) to harness the power of big data by engaging hundreds of thousands of individuals with autism and their family members to participate in research. The more people who participate, the deeper and richer these data sets become, catalyzing research that is expanding our knowledge of both biology and behavior to develop more precise approaches to medical and behavioral issues.

SPARK is the worlds largest autism research study to date with over 250,000 participants, more than 100,000 of whom have provided DNA samples through the simple act of spitting in a tube. We have generated genomic data that have been de-identified and made available to qualified researchers. SPARK has itself been able to analyze 19,000 genes to find possible connections to autism; worked with 31 of the nations leading medical schools and autism research centers; and helped thousands of participating families enroll in nearly 100 additional autism research studies.

Genetic research has taught us that what we commonly call autism is actually a spectrum of hundreds of conditions that vary widely among adults and children. Across this spectrum, individuals share core symptoms and challenges with social interaction, restricted interests and/or repetitive behaviors.

We now know that genes play a central role in the causes of these autisms, which are the result of genetic changes in combination with other causes including prenatal factors. To date, research employing data science and machine learning has identified approximately 150 genes related to autism, but suggests there may be as many as 500 or more. Finding additional genes and commonalities among individuals who share similar genetic differences is crucial to advancing autism research and developing improved supports and treatments. Essentially, we will take a page from the playbook that oncologists use to treat certain types of cancer based upon their genetic signatures and apply targeted therapeutic strategies to help people with autism.

But in order to get answers faster and be certain of these results, SPARK and our research partners need a huge sample size: bigger data. To ensure an accurate inventory of all the major genetic contributors, and learn if and how different genetic variants contribute to autistic behaviors, we need not only the largest but also the most diverse group of participants.

The genetic, medical and behavioral data SPARK collects from people with autism and their families is rich in detail and can be leveraged by many different investigators. Access to rich data sets draws talented scientists to the field of autism science to develop new methods of finding patterns in the data, better predicting associated behavioral and medical issues, and, perhaps, identifying more effective supports and treatments.

Genetic research is already providing answers and insights about prognosis. For example, one SPARK familys genetic result is strongly associated with a lack of spoken language but an ability to understand language. Armed with this information, the medical team provided the child with an assistive communication device that decreased tantrums that arose from the childs frustration at being unable to express himself. An adult who was diagnosed at age 11 with a form of autism that used to be known as Aspergers syndrome recently learned that the cause of her autism is KMT2C-related syndrome, a rare genetic disorder caused by changes in the gene KMT2C.

Some genetic syndromes associated with autism also confer cancer risks, so receiving these results is particularlyimportant. We have returned genetic results to families with mutations in PTEN, which is associated with a higher risk of breast, thyroid, kidney and uterine cancer. A genetic diagnosis means that they can now be screened earlier and more frequently for specific cancers.

In other cases, SPARK has identified genetic causes of autism that can be treated. Through whole exome sequencing, SPARK identified a case of phenylketonuria (PKU) that was missed during newborn screening. This inherited disorder causes a buildup of amino acid in the blood, which can cause behavior and movement problems, seizures and developmental disabilities. With this knowledge, the family started their child on treatment with a specialized diet including low levels of phenylalanine.

Today, thanks to a growing community of families affected by autism who, literally, give a part of themselves to help understand the vast complexities of autism, I can tell about 10 percent of parents what genetic change caused their childs autism.

We know that big data, with each person representing their unique profile of someone impacted by autism, will lead to many of the answers we seek. Better genetic insights, gleaned through complex analysis of rich data, will help provide the means to support individualschildren and adults across the spectrumthrough early intervention, assistive communication, tailored education and, someday, genetically-based treatments. We strive to enable every person with autism to be the best possible version of themselves.

This is an opinion and analysis article.

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How Big Data Are Unlocking the Mysteries of Autism - Scientific American

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