Probability

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Probability Theory: Foundation for Data Science (Coursera) Coursera
University of Colorado Boulder

Probability Theory: Foundation for Data Science (Coursera)

Statistics & Data Analysis Data Science

Dive into Probability Theory: A comprehensive online course designed to equip you with a solid foundation in probability, crucial for advancing your knowledge in statistics and data science. Learn how to calculate probabilities, understand the difference between independent and dependent events, explore discrete and continuous random variables, and delve into Gaussian (normal) distributions and the Central Limit Theorem.

Jul 6th 2026
5-12 Weeks
Statistics Probability Data Science
Details
Bayesian Statistics: From Concept to Data Analysis (Coursera) Coursera
University of California, Santa Cruz

Bayesian Statistics: From Concept to Data Analysis (Coursera)

Statistics & Data Analysis Data Science

Dive into the world of Bayesian Statistics with our introductory course. Starting from fundamental probability concepts, we guide you through understanding the Bayesian approach and its practical application in data analysis. Compare it to the traditional Frequentist method and uncover the unique benefits of Bayesian statistics.

Jun 22nd 2026
4 Weeks
Statistics Probability Data Analysis
Details
Data Science Math Skills (Coursera) Coursera
Duke University

Data Science Math Skills (Coursera)

Sci: Mathematics Data Science

Embark on an educational journey designed to equip you with the fundamental math skills necessary for excelling in data science. This course is perfect for beginners who want to build a strong foundation in basic algebra, probability, statistics, and linear algebra without prior advanced math knowledge. Learn at your own pace and gain the confidence needed to tackle complex statistical analyses.

Dec 2nd 2024
4 Weeks
Math Algebra Probability
Details
Data Analytics Foundations for Accountancy I (Coursera) Coursera
University of Illinois at Urbana-Champaign

Data Analytics Foundations for Accountancy I (Coursera)

Statistics & Data Analysis Data Science

Embark on a transformative journey into the world of data analytics with our specialized course designed exclusively for accountancy professionals. Data Analytics Foundations for Accountancy I is your gateway to understanding and utilizing data-driven strategies in finance. Whether you're an accountant, auditor, or financial analyst, this course will equip you with essential skills to harness the power of data analytics for improved performance and informed decision-making.

Nov 25th 2024
5-12 Weeks
Python Probability Data Analysis
Details
Mathematical Methods for Quantitative Finance (edX) EdX
MIT,MITx

Mathematical Methods for Quantitative Finance (edX)

Economics & Finance

Dive into the world of quantitative finance with our comprehensive Mathematical Methods for Quantitative Finance course on edX. This program is designed for those looking to understand how mathematics forms the backbone of modern finance, equipping you with skills in linear algebra, optimization, probability theory, stochastic processes, statistics, and applied computational techniques using R. Whether you're a student, professional, or enthusiast, this course will provide you with the tools necessary to navigate financial markets, make informed predictions, and optimize investment decisions.

Jun 26th 2024
5-12 Weeks
Finance Statistics Probability
Details
Introduction to Computational Thinking and Data Science (edX) EdX
MIT,MITx

Introduction to Computational Thinking and Data Science (edX)

CS: Software Engineering Computer Science

Embark on a journey into the world of computational thinking and data science with our beginner-friendly course. Gain essential skills in using computation to tackle various challenges and explore diverse topics in computational problem solving. Perfect for students with some Python programming background.

Mar 20th 2024
5-12 Weeks
Python Probability Computational Sciences
Details
Statistics for Machine Learning for Investment Professionals (Coursera) Coursera
CFA Institute

Statistics for Machine Learning for Investment Professionals (Coursera)

Economics & Finance Business

Dive into the world of machine learning and artificial intelligence as applied to investment strategies with our 'Statistics for Machine Learning for Investment Professionals' course. Designed specifically for those in the finance industry, this course equips you with essential statistical concepts and advanced AI techniques to enhance your decision-making processes. Explore real-world examples and apply core modeling frameworks to make informed investment choices.

Feb 5th 2024
5-12 Weeks
Python Statistics Probability
Details
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