List of Books, People, Blogs, Tools, Movies related to Data Science, Machine Learning, Artificial Intelligence, Computer Science and Life.
- Skin in the Game: The Underlying Matrix of Daily Life - Nassim Nicholas Taleb
- Future Babble: Why Pundits Are Hedgehogs and Foxes Know Best - Daniel Gardner
- The Wisdom of Crowds: Why the Many Are Smarter Than the Few and How Collective Wisdom Shapes Business, Economies, Societies and Nations - James Surowiecki
- When an opinion of large number of independent thinkers in a group is taken, then the resultant outcome of the group matches that of the expert.
- Due to Information Asymmetry - There is difference of opinion between the buyer and seller.
- Nate Silver - The Signal and the Noise
- Similar field of study - Sabermatics - Course in coursera - Sports Analytics
- Used bayesian statistics to predict the US elections results.
- Blog - FiveThirtyEight | Nate Silver’s FiveThirtyEight uses statistical analysis — hard numbers — to tell compelling stories about politics, sports, science, economics and culture. - http://fivethirtyeight.com/
- How would you move mount Fuji - William Poundstone
- https://ndtpm.files.wordpress.com/2012/01/how-would-you-move-mount-fuji.pdf
- For preparing for interviews of consultancies etc.
- Fortune's Formula: The Untold Story of the Scientific Betting System That Beat the Casinos and Wall Street - William Poundstone
- Gaming the Vote: Why Elections Aren't Fair (and What We Can Do About It) - William Poundstone
- Priceless: The Myth of Fair Value (and How to Take Advantage of It) - William Poundstone
- Click - Bill Tancer
- The Black Box Society - Frank Pasquale
- Right to be forgotten.
- Web Lining.
- PrivacyGrade.org - CMU privacy check app.
- WebLining
- The Circle - Dave Eggers
- Competing on Analytics: The New Science of Winning - Jeanne G. Harris and Thomas H. Davenport
- Khyati Madan on Movie Analytics - Now in Red Chillies entertainment.
- Claude Shanon - Theroy of Information & Concept of Entropy in Descision trees.
- The Selfish Gene - Richard Dawkins
- God Delusion - Richard Dawkins
- Anand V. Bodapati - For Markov chains.
- Game Theory Concept
- Outliers: The Story of Success - Malcom Gladwell
- The Tipping Point - Malcome Gladwell
- Rock Breaks Scissors: A Practical Guide to Outguessing and Outwitting Almost Everybody - William Poundstone
- lemongrad.com - Blog
- Circos - Software for gene-data visualization
- Why you should define your fears instead of your goals | Tim Ferriss
- The new age of corporate monopolies - EU Commissioner Ted Talk
- Neo4j / GraphViz - graph / network analysis tools.
- Achieving Success Through Social Capital- Wayne E. Baker
- For successful long term benefit
- The Art of Strategy: A Game Theorist's Guide to Success in Business and Life - Avinash K. Dixit (Author), Barry J. Nalebuff
- Game Theory at Work: How to Use Game Theory to Outthink and Outmaneuvar Your Competition - James D. Miller
- Gattaca(1997) - Genetic Profiling
- RPA - Robotic Process Automation
- IOT - Internet Of Things
- IFTTT- If This Then That
- Labnol - https://www.labnol.org/ - Blog
- Mail merge - https://en.wikipedia.org/wiki/Mail_merge
- A curated list of awesome Machine Learning frameworks, libraries and software on Github -
- Open Source Data Science and Machine Learning and CS Degree -
- Steven Pinker - Congitive Neuroscience
- How the Mind Works
- The Language Instinct
- Better Angels of Our Nature: How Violence Has Declined
- Thinking, Fast and Slow - Daniel Kahneman
- XMind - Mind Mapping Software
- Remaking my voice - Roger Ebert - Ted Talk on Speech Synthesis
- Loughran-McDonald Sentiment Word Lists
- Recursive Deep Models for Semantic Compisitionality Over a Sentiment Treebank - Paper on NLP
- Foundations of Statistical Natural Language Processing - Christopher Manning
- SentiWordNet - s a lexical resource for opinion mining. SentiWordNet assigns to each synset of WordNet three sentiment scores: positivity, negativity, objectivity.
- Vocabulary Knowledge: Human ratings and automated measures (Studies in Bilingualism) - Scott Jarvis and Michael Daller
- Beuatiful Soup - For web scraping via python
- Selenium - Web automation and web scraping - Javascript
- http://sci-hub.bz/ - Get research paper for free.
- Hemant Kakkar - Work on IPL
- Watch Ted videos on Haptic feedback technology
- Artificial Intelligence A modern approach(Russel and Norvig)
- The AI 100 - CB Insights - https://www.cbinsights.com/research-ai-100
- Pattern Recognition and Machine Learning - Christopher Bishop
- Principal Component Analysis - Multidisciplinary Applications
- Machine Learning: The Art and Science of Algorithms that Make Sense of Data - Peter Flach
- Machine Learning in Python: Essential Techniques for Predictive Analysis - Michael Bowles
- Hands-On Machine Learning with Scikit-Learn and TensorFlow - Aurélien Géron
- Data Mining: Concepts and Techniques, 3rd ed. - Jiawei Han, Micheline Kamber and Jian Pei
- Python Machine Learning Book codes - https://github.com/rasbt/python-machine-learning-book
- DS Books -
- Phython for Data Analysis
- DS from Scratch
- Machine Learning Course - Coursera - Andrew Ng
- Guide to being a Data Scientist - AnalyticsVidhya - https://www.analyticsvidhya.com/blog/2019/01/learning-path-data-scientist-machine-learning-2019/