Statistics, probability, linear algebra, calculus for data science
1,322 courses available
Showing 50 courses
Udemy
A walkthrough from the essentials of 182+ data science interview questions from linear regression to advance analytics. Advanced-level Data Science & Analytics course on Udemy with 2 hours of content. Rated 5.0/5 by 1 learners. Available for free.
Udemy
Stress-Free Ways to Learn about the Normal Distribution, Standard Scores, and the Bivariate Normal Distribution. Beginner-friendly English & Communication course on Udemy with 3 hours of content. Rated 5.0/5 by 2 learners. Price: $29.99.
Udemy
Statistics in R. Beginner-friendly Data Science & Analytics course on Udemy with 14 hours of content. Rated 5.0/5 by 138 learners. Price: $99.99. Taught in Arabic.
Udemy
Learn Machine Learning, Statistics and Data Science Using R Programming from Scratch to Advanced with Real Life Projects. Beginner-friendly AI & Machine Learning course on Udemy with 5 hours of content. Rated 5.0/5 by 2 learners. Price: $199.99.
Udemy
Learn Statistics with practices. Fast and simple expressions for learning statistics clearly and quickly. Beginner-friendly English & Communication course on Udemy with 1 hour of content. Rated 5.0/5 by 1 learners. Available for free.
Udemy
50 questões de concursos públicos resolvidas e comentadas em vídeos sobre Média, Mediana e Moda. Beginner-friendly English & Communication course on Udemy with 5 hours of content. Rated 5.0/5 by 3 learners. Price: $79.9. Taught in Portuguese.
Udemy
A Stress-Free Introduction to Hypothesis Testing. Beginner-friendly English & Communication course on Udemy with 3 hours of content. Rated 5.0/5 by 2 learners. Price: $29.99.
Udemy
Statistics Year 1/AS and Year 2. Beginner-friendly English & Communication course on Udemy with 2 hours of content. Rated 5.0/5 by 1 learners. Price: $39.99.
Udemy
The relationship of Probability Credibility and Error. Beginner-friendly English & Communication course on Udemy with 1 hour of content. Rated 5.0/5 by 1 learners. Available for free.
Udemy
Para Concurso. Beginner-friendly English & Communication course on Udemy with 7 hours of content. Rated 5.0/5 by 1 learners. Price: $229.9. Taught in Portuguese.
Udemy
Regression और R मे मज़बूत आधार बनाए. Beginner-friendly Data Science & Analytics course on Udemy with 8 hours of content. Rated 5.0/5 by 1 learners. Price: $49.99. Taught in Hindi.
Udemy
Stress-Free Ways to Learn about Regression, Prediction, Probability, Sampling, and Interval Estimation. Beginner-friendly English & Communication course on Udemy with 4 hours of content. Rated 5.0/5 by 2 learners. Price: $29.99.
Udemy
Tackle Likelihood to Avoid Risk and Make Choices, while Using all You Know and Avoiding Decision-destroying Fallacies. Beginner-friendly Business & Finance course on Udemy with 2 hours of content. Rated 5.0/5 by 3 learners. Price: $19.99.
Udemy
Learn how to apply probability and statistics to solve real problems and take decisions in business. Beginner-friendly English & Communication course on Udemy with 18 hours of content. Rated 5.0/5 by 4 learners. Price: $19.99. Taught in Arabic.
Udemy
Three structured hypnosis sessions for many types of clients life issues. Heal past causative issues, and inner child. Advanced-level English & Communication course on Udemy with 5 hours of content. Rated 5.0/5 by 225 learners. Price: $99.99.
Udemy
Understand Probability from concept to application with better practical approach. Advanced-level English & Communication course on Udemy with 1 hour of content. Rated 5.0/5 by 1 learners. Price: $24.99.
Udemy
Fundamental understanding of Statistics. Beginner-friendly English & Communication course on Udemy with 5 hours of content. Rated 5.0/5 by 2 learners. Price: $1.
Udemy
Regra de três, Porcentagem, Estatística, Operações com Números decimais e muito mais... Beginner-friendly English & Communication course on Udemy with 4 hours of content. Rated 5.0/5 by 46 learners. Price: $79.9. Taught in Portuguese.
Udemy
Desvio padrão, sist. de recomendações, limite central, payoff, regressões, e outros para se destacar profissionalmente. Beginner-friendly English & Communication course on Udemy with 11 hours of content. Rated 5.0/5 by 3 learners. Price: $149.9. Taught in Portuguese.
Udemy
Hypnotic techniques from inductions to initial regressions. A basis for spiritual regression therapy & healing sessions. Beginner-friendly English & Communication course on Udemy with 5 hours of content. Rated 5.0/5 by 68 learners. Price: $99.99.
Udemy
The complete course to master fundamental statistical concepts for machine learning developers. Beginner-friendly AI & Machine Learning course on Udemy with 5 hours of content. Rated 5.0/5 by 1 learners. Price: $39.99.
Udemy
Mathematical intuition behind the (often) Gaussian behavior of nature. Beginner-friendly English & Communication course on Udemy with 5 hours of content. Rated 5.0/5 by 1 learners. Price: $79.99.
Udemy
There's NO better way to spend your free time than to learn how to build practical projects. Beginner-friendly AI & Machine Learning course on Udemy with 7 hours of content. Rated 5.0/5 by 1 learners. Price: $199.99.
Udemy
Part 2. Beginner-friendly English & Communication course on Udemy with 1 hour of content. Rated 5.0/5 by 1 learners. Available for free. Taught in Marathi.
Udemy
Stress-Free Ways to Learn about Estimation Issues, the t-Distribution, t-Tables, Categorical Statistics, and Correlation. Beginner-friendly English & Communication course on Udemy with 3 hours of content. Rated 5.0/5 by 2 learners. Price: $29.99.
Udemy
Learn the powerful concept of Hypothesis with ease and clarity. Beginner-friendly Business & Finance course on Udemy with 2 hours of content. Rated 5.0/5 by 1 learners. Price: $799.
Udemy
A complete guide to RStudio- from performing simple operations, to developing complex models, visualization & simulation. Beginner-friendly Data Science & Analytics course on Udemy with 13 hours of content. Rated 5.0/5 by 13 learners. Price: $799.
Udemy
Beginners approach to technicalities of Statistics for Data Science. Beginner-friendly Data Science & Analytics course on Udemy with 5 hours of content. Rated 5.0/5 by 1 learners. Price: $19.99.
Udemy
GMAT | Permutations | Combinations | Probability | Solved real GMAT problems | Practice Quiz |. Beginner-friendly English & Communication course on Udemy with 2 hours of content. Rated 5.0/5 by 2 learners. Price: $19.99.
3Blue1Brown (YouTube)
Essence of Linear Algebra - 3Blue1Brown is a comprehensive beginner-level resource offered by 3Blue1Brown, focused on building practical skills in data science and analytics. Whether you're a complete beginner looking to start a new career or a professional aiming to upgrade your skills, this resource provides a thorough learning experience. Being a YouTube-based resource, this offers the flexibility of learning at your own pace. You can pause, rewind, and rewatch complex sections as many times as needed. The video format makes it easy to follow along with coding demonstrations, whiteboard explanations, and live examples. Many students prefer this format because it feels like having a personal tutor walking you through each concept. Comments sections often have additional tips and clarifications from other learners. This resource covers topics essential for success in data science and analytics, including Python, SQL, Pandas, NumPy, data visualization, statistics, and machine learning basics. The curriculum is structured to build your knowledge progressively — starting with foundational concepts and advancing to real-world applications. By the end, you should be able to: Understand the core concepts and theoretical foundations Apply your knowledge through hands-on exercises and small projects Build the practical skills employers actually screen for Develop the problem-solving approach used by working professionals Duration: Estimated duration: 5 hours of content, designed to be completed in 1-1 weeks at a comfortable pace. No prior experience is required. This course starts from the absolute basics and gradually builds up complexity. A computer with internet access is all you need to get started. This resource is designed for a wide audience: Students (B.Tech, BCA, MCA, BSc) looking to complement their academic learning with practical, industry-relevant skills Fresh graduates preparing for campus placements or off-campus interviews Working professionals looking to upskill, switch domains, or advance their careers Career changers transitioning from non-tech backgrounds into data science and analytics Freelancers wanting to add new services to their portfolio Self-learners passionate about data science and analytics and wanting structured guidance Pricing: This resource is completely free with no hidden charges. Completing this resource and building related skills can prepare you for roles such as Data Analyst, Business Analyst, Data Scientist, Analytics Engineer. Realistic salary bands in India (2025-2026), based on Naukri/AmbitionBox data: Freshers / 0-2 years: Rs 4-8 LPA Mid-level / 2-5 years: Rs 10-22 LPA Senior / 5+ years: Rs 25-50 LPA Actual offers vary heavily by city, company tier, and how strong your portfolio or interview performance is. Companies actively hiring in this space include TCS, Infosys, Flipkart, Amazon, Swiggy, Zomato, PhonePe. The data science industry in India is projected to grow at 27% CAGR through 2028. Companies across all sectors — from banking (HDFC, ICICI) to e-commerce (Flipkart, Amazon) to healthcare (Practo, PharmEasy) — are building data teams. India currently has a shortage of 200,000+ data professionals, making this one of the best fields to enter right now. Cities like Bangalore, Hyderabad, Pune, and Gurgaon have the highest concentration of data science jobs. 3Blue1Brown is a popular educator with a proven track record of helping students achieve career goals. This particular resource has been selected by our editorial team based on: Content quality — comprehensive coverage with clear explanations Practical focus — emphasis on hands-on skills over pure theory Student outcomes — positive reviews and career success stories Indian relevance — content applicable to the Indian job market and interview patterns Updated curriculum — material reflects current industry practices and tools We regularly review and update our recommendations to ensure they remain relevant and high-quality.
MIT OpenCourseWare
Linear Algebra - MIT OpenCourseWare (Gilbert Strang) is a comprehensive intermediate-level resource offered by MIT OpenCourseWare, focused on building practical skills in data science and analytics. Whether you're a complete beginner looking to start a new career or a professional aiming to upgrade your skills, this resource provides a thorough learning experience. This is a structured online course with a carefully designed curriculum. Each module builds on the previous one, creating a logical progression from fundamentals to advanced topics. The course typically includes video lectures, reading materials, hands-on exercises, quizzes, and sometimes peer-reviewed assignments. This structured approach ensures you don't miss any critical concepts and build a solid foundation. This resource covers topics essential for success in data science and analytics, including Python, SQL, Pandas, NumPy, data visualization, statistics, and machine learning basics. The curriculum is structured to build your knowledge progressively — starting with foundational concepts and advancing to real-world applications. By the end, you should be able to: Understand the core concepts and theoretical foundations Apply your knowledge through hands-on exercises and small projects Build the practical skills employers actually screen for Develop the problem-solving approach used by working professionals Duration: Estimated duration: 40 hours of content, designed to be completed in 4-8 weeks at a comfortable pace. Basic familiarity with the subject area is recommended. You should have completed a beginner-level course or have equivalent self-taught knowledge. Comfort with using a computer and basic problem-solving skills will help. This resource is designed for a wide audience: Students (B.Tech, BCA, MCA, BSc) looking to complement their academic learning with practical, industr
StatQuest (YouTube)
StatQuest Statistics Fundamentals Playlist is a comprehensive beginner-level resource offered by StatQuest, focused on building practical skills in data science and analytics. Whether you're a complete beginner looking to start a new career or a professional aiming to upgrade your skills, this resource provides a thorough learning experience. Being a YouTube-based resource, this offers the flexibility of learning at your own pace. You can pause, rewind, and rewatch complex sections as many times as needed. The video format makes it easy to follow along with coding demonstrations, whiteboard explanations, and live examples. Many students prefer this format because it feels like having a personal tutor walking you through each concept. Comments sections often have additional tips and clarifications from other learners. This resource covers topics essential for success in data science and analytics, including Python, SQL, Pandas, NumPy, data visualization, statistics, and machine learning basics. The curriculum is structured to build your knowledge progressively — starting with foundational concepts and advancing to real-world applications. By the end, you should be able to: Understand the core concepts and theoretical foundations Apply your knowledge through hands-on exercises and small projects Build the practical skills employers actually screen for Develop the problem-solving approach used by working professionals Duration: Estimated duration: 20 hours of content, designed to be completed in 2-4 weeks at a comfortable pace. No prior experience is required. This course starts from the absolute basics and gradually builds up complexity. A computer with internet access is all you need to get started. This resource is designed for a wide audience: Students (B.Tech, BCA, MCA, BSc) looking to complement their academic learning with practical, industry-relevant skills Fresh graduates preparing for campus placements or off-campus interviews Working professionals looking to upskill, switch domains, or advance their careers Career changers transitioning from non-tech backgrounds into data science and analytics Freelancers wanting to add new services to their portfolio Self-learners passionate about data science and analytics and wanting structured guidance Pricing: This resource is completely free with no hidden charges. Completing this resource and building related skills can prepare you for roles such as Data Analyst, Business Analyst, Data Scientist, Analytics Engineer. Realistic salary bands in India (2025-2026), based on Naukri/AmbitionBox data: Freshers / 0-2 years: Rs 4-8 LPA Mid-level / 2-5 years: Rs 10-22 LPA Senior / 5+ years: Rs 25-50 LPA Actual offers vary heavily by city, company tier, and how strong your portfolio or interview performance is. Companies actively hiring in this space include TCS, Infosys, Flipkart, Amazon, Swiggy, Zomato, PhonePe. The data science industry in India is projected to grow at 27% CAGR through 2028. Companies across all sectors — from banking (HDFC, ICICI) to e-commerce (Flipkart, Amazon) to healthcare (Practo, PharmEasy) — are building data teams. India currently has a shortage of 200,000+ data professionals, making this one of the best fields to enter right now. Cities like Bangalore, Hyderabad, Pune, and Gurgaon have the highest concentration of data science jobs. StatQuest is a popular educator with a proven track record of helping students achieve career goals. This particular resource has been selected by our editorial team based on: Content quality — comprehensive coverage with clear explanations Practical focus — emphasis on hands-on skills over pure theory Student outcomes — positive reviews and career success stories Indian relevance — content applicable to the Indian job market and interview patterns Updated curriculum — material reflects current industry practices and tools We regularly review and update our recommendations to ensure they remain relevant and high-quality.
Harvard
Harvard Stat 110 - Probability is a comprehensive advanced-level resource offered by Harvard, focused on building practical skills in data science and analytics. Whether you're a complete beginner looking to start a new career or a professional aiming to upgrade your skills, this resource provides a thorough learning experience. This is a structured online course with a carefully designed curriculum. Each module builds on the previous one, creating a logical progression from fundamentals to advanced topics. The course typically includes video lectures, reading materials, hands-on exercises, quizzes, and sometimes peer-reviewed assignments. This structured approach ensures you don't miss any critical concepts and build a solid foundation. This resource covers topics essential for success in data science and analytics, including Python, SQL, Pandas, NumPy, data visualization, statistics, and machine learning basics. The curriculum is structured to build your knowledge progressively — starting with foundational concepts and advancing to real-world applications. By the end, you should be able to: Understand the core concepts and theoretical foundations Apply your knowledge through hands-on exercises and small projects Build the practical skills employers actually screen for Develop the problem-solving approach used by working professionals Duration: Estimated duration: 30 hours of content, designed to be completed in 3-6 weeks at a comfortable pace. This is an advanced resource meant for learners who already have solid fundamentals. You should have at least 6 months of hands-on experience or have completed intermediate-level courses in this area. This resource is designed for a wide audience: Students (B.Tech, BCA, MCA, BSc) looking to complement their academic learning with practical, industry-relevant skills Fresh graduates preparing for campus placements or off-campus interviews Working professionals looking to upskill, switch domains, or advance their careers Career changers transitioning from non-tech backgrounds into data science and analytics Freelancers wanting to add new services to their portfolio Self-learners passionate about data science and analytics and wanting structured guidance Pricing: This resource is completely free with no hidden charges. Completing this resource and building related skills can prepare you for roles such as Data Analyst, Business Analyst, Data Scientist, Analytics Engineer. Realistic salary bands in India (2025-2026), based on Naukri/AmbitionBox data: Freshers / 0-2 years: Rs 4-8 LPA Mid-level / 2-5 years: Rs 10-22 LPA Senior / 5+ years: Rs 25-50 LPA Actual offers vary heavily by city, company tier, and how strong your portfolio or interview performance is. Companies actively hiring in this space include TCS, Infosys, Flipkart, Amazon, Swiggy, Zomato, PhonePe. The data science industry in India is projected to grow at 27% CAGR through 2028. Companies across all sectors — from banking (HDFC, ICICI) to e-commerce (Flipkart, Amazon) to healthcare (Practo, PharmEasy) — are building data teams. India currently has a shortage of 200,000+ data professionals, making this one of the best fields to enter right now. Cities like Bangalore, Hyderabad, Pune, and Gurgaon have the highest concentration of data science jobs. Harvard is a well-established platform trusted by millions of learners worldwide. This particular resource has been selected by our editorial team based on: Content quality — comprehensive coverage with clear explanations Practical focus — emphasis on hands-on skills over pure theory Student outcomes — positive reviews and career success stories Indian relevance — content applicable to the Indian job market and interview patterns Updated curriculum — material reflects current industry practices and tools We regularly review and update our recommendations to ensure they remain relevant and high-quality.
Udemy
Aprenda Estatística com Teoria e Exercícios. Beginner-friendly English & Communication course on Udemy with 47 hours (~6 days) of content. Rated 4.9/5 by 19 learners. Price: $149.9. Taught in Portuguese.
Udemy
Para Machine Learning, Modelagem Matemática, Estatística, Ciência de Dados, Matemática, Engenharia, Ciências Exatas... Beginner-friendly Data Science & Analytics course on Udemy with 13 hours of content. Rated 4.9/5 by 11 learners. Price: $79.9. Taught in Portuguese.
Udemy
Easiest Beginners Course on Statistics for Newbies! Perfect for university and college levels!. Beginner-friendly English & Communication course on Udemy with 4 hours of content. Rated 4.9/5 by 290 learners. Price: $19.99.
Udemy
Learn statistics with R. Beginner-friendly Data Science & Analytics course on Udemy with 2 hours of content. Rated 4.9/5 by 25 learners. Price: $19.99. Taught in Burmese.
Udemy
A 3 session process using hypnosis, hypnotherapy & regression to This Life & Past Lives to get therapeutic resolutions. Beginner-friendly English & Communication course on Udemy with 7 hours of content. Rated 4.9/5 by 1,263 learners. Price: $99.99.
Udemy
Detailed and Intuitive guide to Basics of Simple Linear Regression. Perfect for students enrolled in Indian Universities. Beginner-friendly English & Communication course on Udemy with 6 hours of content. Rated 4.9/5 by 6 learners. Price: $49.99. Taught in Hindi.
Udemy
Learn Quickly and Easily What you need to become a Minitab Expert! We also include online simulators for practice!. Advanced-level English & Communication course on Udemy with 5 hours of content. Rated 4.9/5 by 7 learners. Price: $74.99.
Udemy
Sessions of Past Life Regression, This Life Hypnotherapy & Future Life Progression & resources to aid your healers path. Beginner-friendly English & Communication course on Udemy with 6 hours of content. Rated 4.9/5 by 112 learners. Price: $99.99.
Udemy
Heal romantic and personal blocks with lovers, family & friends. 3 spiritual sessions to discover past and future lives. Beginner-friendly English & Communication course on Udemy with 6 hours of content. Rated 4.9/5 by 49 learners. Price: $99.99.
Udemy
Heal the Energy of the Past with Past Life Regression Therapy, Learn How to Conduct a Session for Yourself and Clients. Beginner-friendly English & Communication course on Udemy with 3 hours of content. Rated 4.9/5 by 8 learners. Price: $109.99.
Udemy
Estude mais estatística, resolva mais de 60 exercícios e assista as resoluções! Acompanhe as aulas com um livro digital!. Beginner-friendly English & Communication course on Udemy with 7 hours of content. Rated 4.9/5 by 59 learners. Price: $529.9. Taught in Portuguese.
Udemy
A course on Matrices and Determinants that boosts your confidence and inspires you to learn Math for Data Science. Beginner-friendly English & Communication course on Udemy with 6 hours of content. Rated 4.9/5 by 19 learners. Price: $1.
Udemy
(1)在敘述統計部分:如何資料蒐集，資料分類與資料解析。(2)在推論統計部分:您將會了解各種基本機率觀念，各種機率分配，抽樣分配的觀念，學會各種不同估計技巧與假設檢定方法，協助您遇到需進行決策與規劃時做判斷。. Beginner-friendly English & Communication course on Udemy with 24 hours (~3 days) of content. Rated 4.9/5 by 1,687 learners. Available for free. Taught in Traditional Chinese.
Udemy
Build a Solid Foundation of Statistics for Data Science, Learn Probability, Distributions, Hypothesis Testing, and More!. Advanced-level Data Science & Analytics course on Udemy with 5 hours of content. Rated 4.9/5 by 226 learners. Price: $199.99.
Udemy
Perform and Analyze the Results of Binary Logistic Regression Analysis using Minitab 19. Beginner-friendly Data Science & Analytics course on Udemy with 3 hours of content. Rated 4.9/5 by 36 learners. Price: $84.99.
Udemy
See real sessions of Hypnotherapy with Age Regression sessions implemented in full, via the scripts & interviews. Beginner-friendly English & Communication course on Udemy with 9 hours of content. Rated 4.9/5 by 6 learners. Price: $99.99.
Udemy
Mathematics and Statistics in Engineering for Beginners. Beginner-friendly English & Communication course on Udemy with 2 hours of content. Rated 4.9/5 by 8 learners. Price: $19.99. Taught in Indonesian.