Probability &amp; Statistics

🎓Courses(3)

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Introduction to Probability

Learn probability, an essential language and set of tools for understanding data, randomness, and uncertainty.

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Probability

Coursera course: Probability and Statistics

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Data Analysis

Welcome to the exciting world of data analysis and unlock its power in today's dynamic business landscape. This course offers a comprehensive guide to mastering data analysis, transforming it into more than just a valuable skill. Gain essential knowledge and tools to convert data into actionable insights, drive informed decisions, and fuel business growth. This course is designed for a wide range of individuals, including business professional data analysts, students or simply a curious learner eager to dive into data. This course will give you data-driven decision-making tools to gain a competitive edge. It will enable leveraging advanced technologies and practical tools like MS Excel, and its application to real-world case studies. Upon completing this course, you will: --Develop proficiency in applying Quantitative Analysis methods in business contexts. --Recognize the significance of accurate data for credible results. --Identify the salient aspects of an undertaking managerial assessment context. In addition, you can get a head start on PGDM Online, an AICTE-approved master’s level program. This MOOC stacks into the PGDM Online program, an AICTE-approved master’s level program offered by SP Jain Institute of Management Research (SPJIMR), India. It's a premium online program catering to the needs of working professionals in India and the rest of the world. Join us to unlock the full potential of data analysis and drive your success in the business-oriented world.

📚Books(2)

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Probability Theory: The Logic of Science (Jaynes)

A rigorous foundation in Bayesian inference, treating probability as the extension of logic to uncertain situations.

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Probability Theory: The Logic of Science

Upgrades epistemology by treating probability as the rigorous logic of science and reasoning under incomplete information.

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🌐Websites(6)

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Stat Trek

Free tutorials and calculators

Seeing Theory

Interactive visualizations of probability and statistics

Khan Academy Statistics & Probability

Free interactive lessons

stat.berkeley.edu

UC Berkeley's Department of Statistics site (stat.berkeley.edu) provides information on degree programs, course listings, faculty and research, as well as departmental news, seminars, and student resources in statistics.

seeing-theory.brown.edu

Seeing Theory is an interactive visual introduction to probability and statistics from Brown University, using simulations to illustrate core concepts. It covers probability basics, common distributions (Normal, Binomial, Poisson), sampling, the Central Limit Theorem, confidence intervals, hypothesis testing, and Bayesian reasoning through engaging visualizations.

probabilitycourse.com

ProbabilityCourse.com is an online learning resource offering a structured probability course with lessons, explanations, and practice problems covering topics from basic probability to distributions and random variables.