Legal Analytics Course - Class 5 - Quantitative Legal Prediction + Data Driven Future of Law Practice - Professor Daniel Martin Katz + Professor Michael J Bommarito

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Law

Legal Analytics
Professor Daniel Martin Katz
Professor Michael J Bommarito II
Class 5
Quantitative Legal Prediction
legalanalyticscourse.com

in our next class,
we will transition
to the more technical
questions in this area
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today we offer some video
content as an overview of the
data driven future of law practice
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https://www.youtube.com/watch?v=P8uMYSMwuHY
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Quantitative Legal Prediction
- or -
How I Learned to Stop Worrying and
Start Preparing for the Data Driven
Future of the Legal Services Industry
62 Emory L. J. 909 (2013)
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http://www.slideshare.net/Danielkatz/quantitative-legal-prediction-
presentation-santa-clara-law-march-2013-by-daniel-martin-katz
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https://www.youtube.com/watch?v=sOLXOsiX0Qk
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http://papers.ssrn.com/sol3/
papers.cfm?abstract_id=2417415
Washington Law Review
Vol. 89, No. 1, 2014
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http://vimeo.com/65836938
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Legal Analytics
Class 5 - Quantitative Legal Prediction
daniel martin katz
blog | ComputationalLegalStudies
corp | LexPredict
michael j bommarito
twitter | @computational
blog | ComputationalLegalStudies
corp | LexPredict
twitter | @mjbommar
more content available at legalanalyticscourse.com
site | danielmartinkatz.com site | bommaritollc.com

The stock market rally retreated modestly for the week, though with some big daily moves in the major indexes. The Dow Jones Industrial Average fell nearly 1% in last week's stock market trading. The S&P 500 index gave up 1.2%. The Nasdaq composite slumped 1%. The small-cap Russell 2000 edged down 0.2%. The 10-year Treasury yield leapt 21 basis points to 2.96%, rebounding toward 3% amid generally strong economic data and hawkish Fed comments. That follows three weeks of significant declines in the 10-year yield. U.S. crude oil futures rose 3.3% to $118.17 a barrel last week. Gasoline futures shot up 8.7%. Source: - https://www.investors.com/market-trend/stock-market-today/dow-jones-futures-is-market-rally-action-bullish-tesla-has-super-bad-sell-off-apple-in-focus/

What is up with the Stock Market - June 10, 2022.pptx

paul young cpa, cga

Summary: Dow Jones futures will open on Sunday evening, along with S&P 500 futures and Nasdaq futures, with the upcoming Fed meeting in focus. The major indexes sold off hard late last week, tumbling below key levels while recent breakouts failed dramatically. The Nasdaq plunged Friday to close below the low of its May 26 follow-through day, a very bearish signal. The current uptrend already was "under pressure" after Thursday's sell-off. NetEase (NTES), Northrop Grumman (NOC), Eli Lilly (LLY), Albemarle (ALB) and Onsemi (ON) are all showing relative strength near buy points. These are worthy for your watchlists, but investors should be wary of any new buys and instead reducing current exposure. Source – https://www.investors.com/market-trend/stock-market-today/dow-jones-futures-stock-market-flashes-bearish-signals-what-to-do/

What is up with the Stock Market - June 24, 2022.pptx

paul young cpa, cga

The stock market gained sharply on Friday, closing out the week with all three major indexes up over 5% for the week and snapping a three-week losing streak. New data showed the economy continued to slow, feeding investor enthusiasm and signaling inflation may be coming down and the Federal Reserve may ease its tight monetary policy. The Nasdaq closed up 3.3%, the S&P 500 gained 3.1% and the Dow Jones Industrials closed up 2.7%. Top gainers in the Dow Jones today, with gains of at least 5%, included Salesforce.com (CRM), Goldman Sachs (GS) and Boeing (BA). The Russell 2000 index of small caps gained 3.1%. The Innovator IBD 50 ETF (FFTY), a bellwether for growth stocks, rose 1.6%. Volume rose sharply on both the Nasdaq and the New York Stock Exchange due to rebalancing of the Russell indexes. Source - https://www.investors.com/market-trend/stock-market-today/stock-market-closes-higher-snapping-3-week-losing-streak-fedex-salesforce-lead-gains/

What is up with the Stock Market - June 10, 2022.pptx

paul young cpa, cga

CIO Digest_July 2013 IssuePatrick Spencer

This is a course which offers advanced topics on Cyber Security. This course focuses on accomplishing three goals. Introduce you to the advanced topics in cloud security. Layout a practical foundation on this topic and apply them in real life. Creating a lifelong learning in Cybersecurity. This is more of a practical course you will be studying with a lesser amount of theoretical topics. See More: https://bit.ly/2U0mC7v

What is up with the Stock Market - May 20,, 2022.pptx

paul young cpa, cga

Summary: U.S. stocks ended a volatile session little changed on Friday, but still logged steep weekly losses. The S&P 500 posted its longest weekly losing streak since the dot-com bubble burst, as concerns over tighter monetary policy and the resilience of the economy and corporate profits in the face of inflation resurged. The blue-chip index closed out a choppy session higher by just 0.01% to settle at 3,901.36. This brought the index lower by 18.7% compared to its record closing high of 4,796.56 from Jan. 3 – bringing the S&P 500 within striking distance of a bear market, defined once an index closes at least 20% from a recent all-time closing high. On an intraday basis, the S&P 500 was down by as much as 20.6% compared to its Jan. 3 record closing high. The S&P 500 also posted a seventh consecutive weekly loss in its longest losing streak since 2001. Source - https://ca.finance.yahoo.com/news/stock-market-news-live-updates-may-20-2022-111628024.html?guccounter=1&guce_referrer=aHR0cHM6Ly93d3cuZ29vZ2xlLmNvbS8&guce_referrer_sig=AQAAACqTT5Esm_PVeWRfRK33yK9pxebWAq-eGdrY_TPEdRReq7P7YBlXW-98uVGR_dN-dXl7vE1payh-my8wRz3Q924kAFGcGpLBdZovWn2YIZkr5nmukk28vYkvmEe7Qb5J2UtbXIg8Ha9Z5jyDM1WdJHk2h3JpBPm8d9UWUQ3GqpR3

What is up with the Stock Market - May 14,, 2022.pptx

paul young cpa, cga

Summary: For a moment this past week, the stock market felt like it was already there. On Thursday morning, the S&P 500 SPX +2.39% index, down 19.6% from its closing high, was inches from entering a bear market. The Nasdaq Composite COMP +3.82% , home to tech stocks that had driven the bull market, was plunging. Even Bitcoin BTCUSD –2.60% joined the pity party by breaking $29,000 and falling to near $25,000. Everything seemed on the verge of collapse. But the market didn’t collapse. Instead, Federal Reserve Chairman Jerome Powell seemed to acknowledge that maybe the Fed wouldn’t be able to engineer a soft or soft-ish landing, as he had so confidently claimed after the May 4 policy meeting. Instead, he said that a recession was possible and largely out of the Fed’s control. For a Fed that was thought to be singularly focused on inflation—economic growth be damned—it was a small, if nuanced, shift, which traders seized on. From Thursday’s low through Friday’s close, the S&P 500 gained 4.3%, and even the ARK Innovation ARKK +11.82% exchange-traded fund (ticker: ARKK), home to so many beaten-down tech stocks, rallied 24%. Source - https://www.barrons.com/articles/stocks-nearly-entered-a-bear-market-what-history-says-happens-next-51652488484

What is up with Stock Marklet| January 14, 2022

paul young cpa, cga

Summary: Stocks finished mixed amid concerns over the hawkish tone from the Federal Reserve and the unofficial start of the fourth quarter earnings season. The Dow Jones Industrial Average finished down 201 points, or 0.56% to 35,911 while the S&P 500 gained 0.08% and the tech-focused Nasdaq advanced 0.59%. The benchmark 10-year Treasury note yield rose to 1.784% in New York trading. A mixed report from JPMorgan (JPM) - Get JPMorgan Chase & Co. Report unsettled investors as the country's biggest bank forecast a weaker-than-expected year for net interest income, a key profit metric, and only topped Street earnings forecasts by releasing $1.8 billion in loan loss provisions. Source - https://www.marketwatch.com/story/if-you-believe-january-can-predict-2022-stock-market-returns-youll-love-these-3-other-months-11642154814 and https://www.thestreet.com/markets/stock-market-today-1-14-jpmorgan-clips-dow-casino-stocks-soar 1. Market ends the week flat - https://www.moneycontrol.com/news/business/markets/share-market-live-updates-stock-market-today-january-14-latest-news-bse-nse-sensex-nifty-covid-coronavirus-ril-hcl-technologies-hdfc-bank-mindtree-tata-metaliks-vikas-lifecare-plastiblends-7935731.html 2. Budget deficit - https://www.marketwatch.com/story/u-s-budget-deficit-shrinks-85-in-december-to-21-billion-11642014239 3. China and GDP - https://ca.news.yahoo.com/china-gdp-growth-slow-boosting-210000339.html 4. Critical Metals - https://sharemarketnews.net/breaking-news/critical-metals-demand-in-clean-energy-transition/ 5. Recycling - https://www.recyclingtoday.com/article/hg-ventures-partners-with-american-rare-earth/ 6. Commodities - https://capitalmarkets.bmo.com/en/news-insights/global-metals-mining/research-strategy/metal-matters-supply-risks-to-the-fore/ 7. Rare Metals - https://investorintel.com/market-analysis/market-analysis-intel/chinas-rare-earth-industrys-big-advantage-is-not-just-in-mines/ 8. Inflation - https://theconversation.com/inflation-will-probably-melt-away-in-2022-central-banks-will-do-far-more-harm-trying-to-tackle-it-174564 9. Green Inflation - https://www.msci.com/www/blog-posts/how-greenflation-could-impact/02956784391 10. India and GDP - https://www.bloomberg.com/news/articles/2022-01-11/india-s-world-beating-economic-growth-hides-troubling-private-investment-trend

Mc Carterand English 06152010 FJ. David Morris

What is up with the Stock Market - May 27,, 2022.pptx

paul young cpa, cga

Summary: The S&P gained 2.5%. The Nasdaq composite jumped 3.3% and the Dow Jones Industrial Average closed 1.8% higher. The small-cap Russell 2000 gained 2.7%. Volume was mixed, rising on the Nasdaq but falling on the New York Stock Exchange compared to the same time Thursday. Meanwhile, the yield on the benchmark 10-year Treasury note slid to 2.74%. West Texas Intermediate crude oil rose again and was trading around $115 per barrel. Positive inflation data was helping stocks end the week on a high note. Core personal consumption expenditures — the Federal Reserve's preferred inflation indicator — rose 4.9% in April, slower than March's 5.2% increase. The inflation data "raised expectations that inflation is peaking," said economist Ed Yardeni. He said he still expects the Fed to raise interest rates by a half point in each of the next two meetings in June and July. "The S&P 500 should continue to move mostly sideways this year, consolidating its gains since the start of the bull market in 2009 and correcting the pandemic valuation excesses," he wrote in a social media post. Source - https://www.investors.com/market-trend/stock-market-today/stock-market-extends-rally-as-key-inflation-rate-comes-in-lower-tesla-boeing-apple-lead-indexes/

Legal Education in the Blockchain Revolution de Mark Fenwick,* Wulf A. Kaal**...

eraser Juan José Calderón

ABSTRACT The legal profession is one of the most disrupted sectors of the consulting industry today. The rise of Legal Technology, artificial intelligence, big data, machine learning, and, most importantly, blockchain technology is changing the practice of law. The sharing economy and platform companies challenge many of the traditional assumptions, doctrines, and concepts of law and governance—requiring litigators, judges, and regulators to adapt. Lawyers need to be equipped with the necessary skillsets to operate effectively in the new world of disruptive innovation in law. A more creative and innovative approach to educating lawyers for the twenty-first century is needed.

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What is up with the Stock Market - April 14 2022.pptx

paul young cpa, cga

The Dow Jones Industrial Average (DJI) gained 1% or 344.23 points to close at 34,564.59. Twenty-seven components of the 30-stock index ended in the green, one remained unchanged, while two closed in the red. The tech-heavy Nasdaq Composite lost 2% or 272.02 points to finish at 13,643.59, driven by a tech rally. The S&P 500 climbed 1.1% or 49.14 points to end at 4,446.59. Nine of the 11 broad sectors of the benchmark index closed in the green. Source - https://ca.movies.yahoo.com/stock-market-news-apr-14-125312682.html

b-ciodigest_apr13.en-usPatrick Spencer

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What is up with the Stock Market - May 7, 2022.pptx

paul young cpa, cga

Summary • Concerns over housing debt and affordable housing are driving down markets • Access to critical metals has become a growing concern for countries trying to shift to cleaner economic policies • Rise of stagflation • Supply chain disruptions continue to plague global supply chains • High inflation is challenge for global central banks • Threat of recession continues to rise each week

How classification augments data loss prevention

Watchful Software

Preparing the FSO for a DSS Audit

Eric Schiowitz

FED GOV CON - Preparing The FSO For A DSS Audit

JSchaus & Associates

Jennifer Schaus & Associates, a Washington DC based consulting firm presents this session on US Federal Government Contracting. TOPIC: FEDERAL Govt Contracting - Preparing The FSO For A DSS Audit ASSOCIATED AUDIO FILE: https://youtu.be/5TGMx1l5NiY EMAIL: JSchaus@JenniferSchaus.com PHONE: 202-365-0598 LINKEDIN: https://www.Linkedin.com/in/jenniferschaus ABOUT US: http://www.JenniferSchaus.com SERVICES: Proposal Writing, Marketing, Sales, Biz Dev, SBA 8a Cert, GSA Schedules and more.

Strategic business concerns and risk

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Why both the Private and Public Sectors need mandatory audits of Crisis and R...

paul young cpa, cga

Summary I have been saying for many years that both the public and private sectors need to have audited quarterly and y/e crisis and risk management. More needs to be done on auditing business continuity as part of safeguarding assets for both the private and public sectors. 1. Healthcare Crisis - https://www.philips.com/a-w/about/news/archive/blogs/innovation-matters/connected-solution-to-our-healthcare-crisis.html 2. Disease mitigation - https://www.nature.com/articles/s41598-022-05041-0 3. AI and Healthcare - https://www.nature.com/articles/s41598-022-05041-0 4. Genome - https://www.genomebc.ca/blog/canadas-contribution-to-the-global-effort-to-map-the-genomes-of-complex-life-on-earth 5. Industry 4.0 and risk mitigation - https://www.cgerisk.com/2022/01/the-4-biggest-risk-management-challenges-in-the-renewable-industry/ 6. Risk - https://riskandinsurance.com/4-cyber-risk-management-features-middle-market-businesses-and-their-brokers-should-look-for/ 7. Supply chain - https://www.biopharma-reporter.com/Article/2022/01/17/Call-to-single-use-technology-suppliers-Taskforce-looks-to-build-resilience-in-UK-vaccine-supply-chain 8. Commodity Prices - https://businessinsider.mx/lumber-price-outlook-trader-stinson-dean-climate-change-record-high-2022-1/ 9. Fraud and business continuity - https://www.journalofaccountancy.com/news/2021/jun/fight-fraud-with-business-continuity-planning.html 10. Risks - https://www.ifac.org/knowledge-gateway/supporting-international-standards/discussion/auditor-s-response-risks-material-misstatement-arising-estimates-made-applying-ifrs-17-insurance 11. Climate change - https://www.globalcitizen.org/en/content/ways-tackle-climate-change-global-warming-2022/

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