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Basic Statistics for Data Science

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Basic Statistics for Data Science

Basic Statistics for Data Science
#

Important Webpages on Statistics
#

  1. Statistical Inference – an overview - ScienceDirect Topics
  2. Welcome – The Data Journalism Handbook
  3. Calculus – Get Help from Online Calculus Tutor - Math@TutorVista.com
  4. Probability
  5. Mathopolis Question Database
  6. Addition Rules for Probability - Math Goodies
  7. Combinations Calculator (nCr)
  8. Large Enough Sample Condition – Statistics How To
  9. Z Table - Z Table
  10. Probability in Python – Dataquest
  11. Z Score to Confidence Level Calculator – Evolytics - Data Analytics
  12. How to Find a Confidence Interval: The Easy Way! – Statistics How To
  13. Lesson 17: Distributions of Two Discrete Random Variables
  14. Optipedia: Glossary of CRO Terms & Acronyms
  15. Chi-square statistic for hypothesis testing (video) - Khan Academy
  16. Statistics Workbook For Dummies Cheat Sheet
  17. Polynomials – Definition, Types, Degree and Solved Examples
  18. Algebra 1 – Mathplanet
  19. Mathplanet

Websites to Learn Basic Statistics
#

  1. https://byjus.com
  2. https://calculatorsoup.com
  3. https://datajournalismhandbook.org
  4. https://dataquest.io
  5. https://dummies.com
  6. https://evolytics.com
  7. https://khanacademy.org
  8. https://math.tutorvista.com
  9. https://mathgoodies.com
  10. https://mathopolis.com
  11. https://mathplanet.com
  12. https://mathsisfun.com
  13. https://newonlinecourses.science.psu.edu
  14. https://optimizely.com
  15. https://sciencedirect.com
  16. https://statisticshowto.datasciencecentral.com
  17. https://ztable.net
Dr. Hari Thapliyaal's avatar

Dr. Hari Thapliyaal

Dr. Hari Thapliyal is a seasoned professional and prolific blogger with a multifaceted background that spans the realms of Data Science, Project Management, and Advait-Vedanta Philosophy. Holding a Doctorate in AI/NLP from SSBM (Geneva, Switzerland), Hari has earned Master's degrees in Computers, Business Management, Data Science, and Economics, reflecting his dedication to continuous learning and a diverse skill set. With over three decades of experience in management and leadership, Hari has proven expertise in training, consulting, and coaching within the technology sector. His extensive 16+ years in all phases of software product development are complemented by a decade-long focus on course design, training, coaching, and consulting in Project Management. In the dynamic field of Data Science, Hari stands out with more than three years of hands-on experience in software development, training course development, training, and mentoring professionals. His areas of specialization include Data Science, AI, Computer Vision, NLP, complex machine learning algorithms, statistical modeling, pattern identification, and extraction of valuable insights. Hari's professional journey showcases his diverse experience in planning and executing multiple types of projects. He excels in driving stakeholders to identify and resolve business problems, consistently delivering excellent results. Beyond the professional sphere, Hari finds solace in long meditation, often seeking secluded places or immersing himself in the embrace of nature.

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