Math for Machine Learning: Probability, Calculus & Linear Algebra | Essential for Data Science, AI & ML
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What you'll learn
This course includes
- 44.3 hours of video
- Certificate of completion
- Access on mobile and TV
Course content
1 modules • 37 lessons • 44.3 hours of video
Math for Machine Learning: Probability, Calculus & Linear Algebra | Essential for Data Science, AI & ML
37 lessons
• 44.3 hours
Math for Machine Learning: Probability, Calculus & Linear Algebra | Essential for Data Science, AI & ML
37 lessons
• 44.3 hours
- Mathematics for Machine learning full course in Hindi | Math for Ai | Ml for beginners06:48
- L-1 | Math for Machine Learning (Probability intro) in Hindi | Data Science11:07
- L-2 | Probability (Sets for probability) in Hindi | Data Science, AI, Machine Learning in Hindi08:02
- L-3 | Probability (What are fair events) in Hindi | Data Science, AI, Machine Learning in Hindi03:19
- L-4 | Conditional Probability in Hindi | Data Science, AI, Machine Learning in Hindi11:08
- L-5 | Independent and Mutually exclusive events Hindi | Data Science, AI, Machine Learning in Hindi06:47
- L-6 | Bayes Theorem in Hindi | Data Science, AI, Machine Learning in Hindi17:18
- L-7 | Combinatorics -1 in Hindi | Data Science, AI, Machine Learning in Hindi12:02
- L-8 | Combinatorics-2 in Hindi | Data Science, AI, Machine Learning in Hindi19:14
- L-9 | Random Variables in Hindi | Data Science, AI, Machine Learning04:57
- L-10 | Mean,Median and Mode in Hindi | Data Science, AI, Machine Learning08:21
- L-11 | Standard Deviation in Hindi | Data Science, AI, Machine Learning08:25
- L-12 | Expectation in Hindi | Data Science, AI, Machine Learning06:38
- L-13 | Expectation Properties in Hindi | Data Science, AI, Machine Learning05:41
- L-14 | Covariance in Hindi | Data Science, AI, Machine Learning12:19
- L-15 | Correlation in Hindi | Data Science, AI, Machine Learning10:21
- L-16 | Binomial Distribution in Hindi | Data Science, AI, Machine Learning05:57
- L-17 | Probability Distribution (PDF, CDF and PMF) in Hindi | Data Science, AI, Machine Learning20:57
- L-18 | Z-score and Bell-curve properties in Hindi | Data Science, AI, Machine Learning12:48
- L-18(3) Data Science Interview questions by Microsoft10:50
- L-18(2) Data Science Interview questions asked in PayPal and PhonePe06:44
- L-19 | Basic of straight line for Machine Learning in Hindi | Data Science, AI, Machine Learning06:59
- L-20 | Linear algebra(Co-Geometry) Machine Learning in Hindi | Data Science, AI, Machine Learning16:17
- L-21 | Linear algebra(Vectors) Machine Learning in Hindi | Data Science, AI, Machine Learning12:18
- L-22 | Linear algebra(Matrix) Machine Learning in Hindi | Data Science, AI, Machine Learning11:54
- L-23 | Linear algebra(Eigen vectors) Machine Learning in Hindi | Data Science, AI, Machine Learning12:29
- L-24 | Calculus for Machine Learning in Hindi | Data Science, AI, Machine Learning12:08
- L-25 | Calculus (Functions-2) for Machine Learning in Hindi | Data Science, AI, Machine Learning28:32
- L-26 | Differentiation for Machine Learning in Hindi | Data Science, AI, Machine Learning12:04
- L-27 | Differentiation rules for Machine Learning in Hindi | Data Science, AI, Machine Learning07:00
- L-28 | Applications of Differentiation for Machine Learning in Hindi | Data Science, AI23:46
- Complete Roadmap for Beginners in Machine Learning and Ai in Hindi14:08
- Complete Linear algebra for Machine Learning in Hindi01:01:29
- Complete Probability and Statistics for Machine Learning and Data Science in Hindi | Math for ai05:51:24
- Complete Calculus for Machine Learning in Hindi01:26:16
- Complete Machine Learning in Hindi10:48:18
- Complete Machine Learning course with Math in Hindi19:08:38
