[CourserHub com] Coursera - Mathematics for Machine Learning and Data Science Specialization
File List
| File | Size |
|---|---|
| 0. Websites you may like/[CourserHub.com].url | 123 B |
| Readme.txt | 51 B |
| machine-learning-calculus/0. Websites you may like/[CourserHub.com].url | 123 B |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/01_course-introduction-by-andrew-ng.en.srt | 1.74 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/01_course-introduction-by-andrew-ng.en.txt | 974 B |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/01_course-introduction-by-andrew-ng.mp4 | 7.36 MB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/02_course-introduction-by-luis-serrano.en.srt | 3.47 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/02_course-introduction-by-luis-serrano.en.txt | 1.85 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/02_course-introduction-by-luis-serrano.mp4 | 13.15 MB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/03_machine-learning-motivation.en.srt | 10.3 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/03_machine-learning-motivation.en.txt | 6.33 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/03_machine-learning-motivation.mp4 | 17.37 MB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/04_motivation-to-derivatives-part-i.en.srt | 10.41 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/04_motivation-to-derivatives-part-i.en.txt | 5.52 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/04_motivation-to-derivatives-part-i.mp4 | 12.37 MB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/05_derivatives-and-tangents.en.srt | 3.09 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/05_derivatives-and-tangents.en.txt | 1.64 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/05_derivatives-and-tangents.mp4 | 2.53 MB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/06_slopes-maxima-and-minima.en.srt | 4.09 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/06_slopes-maxima-and-minima.en.txt | 2.11 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/06_slopes-maxima-and-minima.mp4 | 3.96 MB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/07_approximation-of-derivatives_instructions.html | 1.66 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/08_derivatives-and-their-notation.en.srt | 2.91 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/08_derivatives-and-their-notation.en.txt | 1.83 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/08_derivatives-and-their-notation.mp4 | 4.34 MB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/09_some-common-derivatives-lines.en.srt | 5.05 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/09_some-common-derivatives-lines.en.txt | 2.64 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/09_some-common-derivatives-lines.mp4 | 5.76 MB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/10_some-common-derivatives-quadratics.en.srt | 5.14 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/10_some-common-derivatives-quadratics.en.txt | 2.72 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/10_some-common-derivatives-quadratics.mp4 | 5.13 MB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/11_some-common-derivatives-higher-degree-polynomials.en.srt | 4.62 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/11_some-common-derivatives-higher-degree-polynomials.en.txt | 2.34 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/11_some-common-derivatives-higher-degree-polynomials.mp4 | 4.44 MB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/12_some-common-derivatives-other-power-functions.en.srt | 6 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/12_some-common-derivatives-other-power-functions.en.txt | 3.09 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/12_some-common-derivatives-other-power-functions.mp4 | 5.45 MB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/13_the-inverse-function-and-its-derivative.en.srt | 12.08 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/13_the-inverse-function-and-its-derivative.en.txt | 6.27 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/13_the-inverse-function-and-its-derivative.mp4 | 12.91 MB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/14_derivative-of-trigonometric-functions.en.srt | 6.65 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/14_derivative-of-trigonometric-functions.en.txt | 3.4 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/14_derivative-of-trigonometric-functions.mp4 | 5.97 MB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/15_meaning-of-the-exponential-e.en.srt | 14.42 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/15_meaning-of-the-exponential-e.en.txt | 7.55 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/15_meaning-of-the-exponential-e.mp4 | 12.5 MB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/16_the-derivative-of-e-x.en.srt | 3.42 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/16_the-derivative-of-e-x.en.txt | 1.73 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/16_the-derivative-of-e-x.mp4 | 3.16 MB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/17_the-derivative-of-log-x.en.srt | 6.23 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/17_the-derivative-of-log-x.en.txt | 3.22 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/17_the-derivative-of-log-x.mp4 | 7.24 MB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/18_existence-of-the-derivative.en.srt | 7.11 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/18_existence-of-the-derivative.en.txt | 4.4 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/18_existence-of-the-derivative.mp4 | 8.61 MB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/19_properties-of-the-derivative-multiplication-by-scalars.en.srt | 5.57 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/19_properties-of-the-derivative-multiplication-by-scalars.en.txt | 2.93 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/19_properties-of-the-derivative-multiplication-by-scalars.mp4 | 6.23 MB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/20_properties-of-the-derivative-the-sum-rule.en.srt | 4.74 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/20_properties-of-the-derivative-the-sum-rule.en.txt | 2.86 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/20_properties-of-the-derivative-the-sum-rule.mp4 | 4.17 MB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/21_properties-of-the-derivative-the-product-rule.en.srt | 6.04 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/21_properties-of-the-derivative-the-product-rule.en.txt | 3.2 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/21_properties-of-the-derivative-the-product-rule.mp4 | 4.68 MB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/22_properties-of-the-derivative-the-chain-rule.en.srt | 8.44 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/22_properties-of-the-derivative-the-chain-rule.en.txt | 4.44 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/01_lesson-1-derivatives/22_properties-of-the-derivative-the-chain-rule.mp4 | 6.21 MB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/02_ungraded-lab/01_optional-downloading-your-notebook-and-refreshing-your-workspace_instructions.html | 3.74 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/03_lesson-2-optimization/01_introduction-to-optimization.en.srt | 6.38 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/03_lesson-2-optimization/01_introduction-to-optimization.en.txt | 3.37 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/03_lesson-2-optimization/01_introduction-to-optimization.mp4 | 9.35 MB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/03_lesson-2-optimization/02_optimization-of-squared-loss-the-one-powerline-problem.en.srt | 2.5 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/03_lesson-2-optimization/02_optimization-of-squared-loss-the-one-powerline-problem.en.txt | 1.61 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/03_lesson-2-optimization/02_optimization-of-squared-loss-the-one-powerline-problem.mp4 | 5.02 MB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/03_lesson-2-optimization/03_optimization-of-squared-loss-the-two-powerline-problem.en.srt | 5.92 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/03_lesson-2-optimization/03_optimization-of-squared-loss-the-two-powerline-problem.en.txt | 3.7 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/03_lesson-2-optimization/03_optimization-of-squared-loss-the-two-powerline-problem.mp4 | 5.72 MB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/03_lesson-2-optimization/04_optimization-of-squared-loss-the-three-powerline-problem.en.srt | 5.73 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/03_lesson-2-optimization/04_optimization-of-squared-loss-the-three-powerline-problem.en.txt | 3.58 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/03_lesson-2-optimization/04_optimization-of-squared-loss-the-three-powerline-problem.mp4 | 6.1 MB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/03_lesson-2-optimization/05_optimization-of-log-loss-part-1.en.srt | 13.3 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/03_lesson-2-optimization/05_optimization-of-log-loss-part-1.en.txt | 6.91 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/03_lesson-2-optimization/05_optimization-of-log-loss-part-1.mp4 | 11.95 MB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/03_lesson-2-optimization/06_optimization-of-log-loss-part-2.en.srt | 4.13 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/03_lesson-2-optimization/06_optimization-of-log-loss-part-2.en.txt | 2.15 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/03_lesson-2-optimization/06_optimization-of-log-loss-part-2.mp4 | 3.52 MB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/03_lesson-2-optimization/07_week-1-conclusion.en.srt | 964 B |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/03_lesson-2-optimization/07_week-1-conclusion.en.txt | 498 B |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/03_lesson-2-optimization/07_week-1-conclusion.mp4 | 3.21 MB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/04_programming-assignment-optimizing-functions-of-one-variable-cost-minimization/01_optional-assignment-troubleshooting-tips_instructions.html | 3.1 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/04_programming-assignment-optimizing-functions-of-one-variable-cost-minimization/02_optional-partial-grading-for-assignments_instructions.html | 252.95 KB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/05_lecture-notes/01_week-1-slides_C2_W1.pdf | 19.47 MB |
| machine-learning-calculus/01_week-1-derivatives-and-optimization/05_lecture-notes/01_week-1-slides_instructions.html | 1.01 KB |
| machine-learning-calculus/02_week-2-gradients-and-gradient-descent/01_lesson-1-gradients/01_introduction-to-tangent-planes.en.srt | 5.35 KB |
| machine-learning-calculus/02_week-2-gradients-and-gradient-descent/01_lesson-1-gradients/01_introduction-to-tangent-planes.en.txt | 2.84 KB |
| machine-learning-calculus/02_week-2-gradients-and-gradient-descent/01_lesson-1-gradients/01_introduction-to-tangent-planes.mp4 | 10.86 MB |
| machine-learning-calculus/02_week-2-gradients-and-gradient-descent/01_lesson-1-gradients/02_partial-derivatives-part-1.en.srt | 6.1 KB |
| machine-learning-calculus/02_week-2-gradients-and-gradient-descent/01_lesson-1-gradients/02_partial-derivatives-part-1.en.txt | 3.88 KB |
| machine-learning-calculus/02_week-2-gradients-and-gradient-descent/01_lesson-1-gradients/02_partial-derivatives-part-1.mp4 | 6.17 MB |
| machine-learning-calculus/02_week-2-gradients-and-gradient-descent/01_lesson-1-gradients/03_partial-derivatives-part-2.en.srt | 3.13 KB |
Trackers
No trackers found.