Udemy - Math 0-1 Calculus for Data Science & Machine Learning (2.2025)
File List
| File | Size |
|---|---|
| 1 - Introduction and Outline/2 -Outline.mp4 | 36.16 MB |
| 1 - Introduction and Outline/1 -Introduction.mp4 | 25.41 MB |
| 1 - Introduction and Outline/4 -Where to Get the Code.mp4 | 22.51 MB |
| 1 - Introduction and Outline/3 -How to Succeed in this Course.mp4 | 16.21 MB |
| 1 - Introduction and Outline/2 -Outline.en_US.vtt | 9.79 KB |
| 1 - Introduction and Outline/4 -Where to Get the Code.en_US.vtt | 5.95 KB |
| 1 - Introduction and Outline/1 -Introduction.en_US.vtt | 5.1 KB |
| 1 - Introduction and Outline/3 -How to Succeed in this Course.en_US.vtt | 3.91 KB |
| 1 - Introduction and Outline/4 -Github Link.url | 103 B |
| 1 - Introduction and Outline/4 -Code Link.url | 90 B |
| 10 - Effective Learning Strategies (AppendixFAQ by Student Request)/5 -What order should I take your courses in (part 2).mp4 | 105.81 MB |
| 10 - Effective Learning Strategies (AppendixFAQ by Student Request)/2 -Can YouTube Teach Me Calculus (Optional).mp4 | 86.84 MB |
| 10 - Effective Learning Strategies (AppendixFAQ by Student Request)/4 -What order should I take your courses in (part 1).mp4 | 77.9 MB |
| 10 - Effective Learning Strategies (AppendixFAQ by Student Request)/1 -Math Order for Machine Learning & Data Science.mp4 | 75.62 MB |
| 10 - Effective Learning Strategies (AppendixFAQ by Student Request)/3 -Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4 | 38.79 MB |
| 10 - Effective Learning Strategies (AppendixFAQ by Student Request)/3 -Is this for Beginners or Experts Academic or Practical Fast or slow-paced.en_US.vtt | 28.22 KB |
| 10 - Effective Learning Strategies (AppendixFAQ by Student Request)/2 -Can YouTube Teach Me Calculus (Optional).en_US.vtt | 21.29 KB |
| 10 - Effective Learning Strategies (AppendixFAQ by Student Request)/5 -What order should I take your courses in (part 2).en_US.vtt | 20.91 KB |
| 10 - Effective Learning Strategies (AppendixFAQ by Student Request)/1 -Math Order for Machine Learning & Data Science.en_US.vtt | 20.19 KB |
| 10 - Effective Learning Strategies (AppendixFAQ by Student Request)/4 -What order should I take your courses in (part 1).en_US.vtt | 14.47 KB |
| 11 - Appendix FAQ Finale/2 -BONUS.mp4 | 40.44 MB |
| 11 - Appendix FAQ Finale/1 -What is the Appendix.mp4 | 16.22 MB |
| 11 - Appendix FAQ Finale/2 -BONUS.en_US.vtt | 7.02 KB |
| 11 - Appendix FAQ Finale/1 -What is the Appendix.en_US.vtt | 3.34 KB |
| 2 - Review/1 -Functions Review.mp4 | 114.25 MB |
| 2 - Review/2 -Functions Review in Python.mp4 | 67.57 MB |
| 2 - Review/1 -Functions Review.en_US.vtt | 22.15 KB |
| 2 - Review/2 -Functions Review in Python.en_US.vtt | 11.82 KB |
| 3 - Limits/1 -What Are Limits.mp4 | 62.79 MB |
| 3 - Limits/5 -Indeterminate Forms.mp4 | 60.53 MB |
| 3 - Limits/6 -Limits in Python.mp4 | 38.88 MB |
| 3 - Limits/8 -Limits Section Summary.mp4 | 34.81 MB |
| 3 - Limits/2 -Precise Definition of Limit (Optional).mp4 | 32.31 MB |
| 3 - Limits/4 -Infinities and Asymptotes.mp4 | 28.39 MB |
| 3 - Limits/3 -Limit Laws.mp4 | 19.66 MB |
| 3 - Limits/7 -Limits with Plotting in Python.mp4 | 18.66 MB |
| 3 - Limits/1 -What Are Limits.en_US.vtt | 13.42 KB |
| 3 - Limits/5 -Indeterminate Forms.en_US.vtt | 12 KB |
| 3 - Limits/6 -Limits in Python.en_US.vtt | 8.19 KB |
| 3 - Limits/4 -Infinities and Asymptotes.en_US.vtt | 5.9 KB |
| 3 - Limits/2 -Precise Definition of Limit (Optional).en_US.vtt | 5.72 KB |
| 3 - Limits/8 -Limits Section Summary.en_US.vtt | 3.8 KB |
| 3 - Limits/3 -Limit Laws.en_US.vtt | 3.64 KB |
| 3 - Limits/7 -Limits with Plotting in Python.en_US.vtt | 3.51 KB |
| 4 - Derivatives From First Principles/1 -Slopes, Tangent Lines, and Derivatives.mp4 | 91.94 MB |
| 4 - Derivatives From First Principles/2 -More On Tangent Lines, Derivative Checking.mp4 | 70.84 MB |
| 4 - Derivatives From First Principles/7 -Alternate Notations & Higher Order Derivatives.mp4 | 37.13 MB |
| 4 - Derivatives From First Principles/9 -Derivatives Section Summary.mp4 | 28.91 MB |
| 4 - Derivatives From First Principles/6 -Exercise Root.mp4 | 25.4 MB |
| 4 - Derivatives From First Principles/8 -Derivative Checking in Python.mp4 | 16.52 MB |
| 4 - Derivatives From First Principles/4 -Exercise Cubic.mp4 | 14.99 MB |
| 4 - Derivatives From First Principles/5 -Exercise Reciprocal.mp4 | 13.77 MB |
| 4 - Derivatives From First Principles/3 -Exercise Quadratic.mp4 | 13.75 MB |
| 4 - Derivatives From First Principles/1 -Slopes, Tangent Lines, and Derivatives.en_US.vtt | 17.58 KB |
| 4 - Derivatives From First Principles/2 -More On Tangent Lines, Derivative Checking.en_US.vtt | 11.77 KB |
| 4 - Derivatives From First Principles/7 -Alternate Notations & Higher Order Derivatives.en_US.vtt | 7.16 KB |
| 4 - Derivatives From First Principles/9 -Derivatives Section Summary.en_US.vtt | 5.21 KB |
| 4 - Derivatives From First Principles/6 -Exercise Root.en_US.vtt | 5.18 KB |
| 4 - Derivatives From First Principles/4 -Exercise Cubic.en_US.vtt | 3.51 KB |
| 4 - Derivatives From First Principles/3 -Exercise Quadratic.en_US.vtt | 3.16 KB |
| 4 - Derivatives From First Principles/8 -Derivative Checking in Python.en_US.vtt | 3.02 KB |
| 4 - Derivatives From First Principles/5 -Exercise Reciprocal.en_US.vtt | 2.67 KB |
| 5 - Derivative Rules/7 -Product and Quotient Rules.mp4 | 101.04 MB |
| 5 - Derivative Rules/5 -Chain Rule.mp4 | 94.95 MB |
| 5 - Derivative Rules/1 -Power Rule.mp4 | 60.71 MB |
| 5 - Derivative Rules/8 -Exercises Product and Quotient Rules.mp4 | 54.35 MB |
| 5 - Derivative Rules/17 -Trigonometric Functions (Optional).mp4 | 52.54 MB |
| 5 - Derivative Rules/2 -Constant Multiple, Addition, Subtraction Rules.mp4 | 48.74 MB |
| 5 - Derivative Rules/9 -Implicit Differentiation.mp4 | 44.87 MB |
| 5 - Derivative Rules/6 -Exercises Chain Rule.mp4 | 44.1 MB |
| 5 - Derivative Rules/13 -Exercise Derivatives of Hyperbolic Functions.mp4 | 43.11 MB |
| 5 - Derivative Rules/3 -Exponent Rule.mp4 | 43.01 MB |
| 5 - Derivative Rules/18 -Inverse Trigonometric Functions (Optional).mp4 | 40.78 MB |
| 5 - Derivative Rules/10 -Logarithm Rule.mp4 | 38.79 MB |
| 5 - Derivative Rules/12 -Logarithmic Differentiation.mp4 | 35.22 MB |
| 5 - Derivative Rules/14 -Exercise Sum of Polynomials.mp4 | 34.23 MB |
| 5 - Derivative Rules/15 -Exercise Gaussian Variance.mp4 | 33.37 MB |
| 5 - Derivative Rules/11 -Implicit Differentiation Applications.mp4 | 32.83 MB |
| 5 - Derivative Rules/4 -Exponent Rule (continued).mp4 | 30.11 MB |
| 5 - Derivative Rules/16 -Exercise Entropy.mp4 | 26.99 MB |
| 5 - Derivative Rules/19 -Derivative Rules Section Summary.mp4 | 26.94 MB |
| 5 - Derivative Rules/5 -Chain Rule.en_US.vtt | 18.09 KB |
| 5 - Derivative Rules/7 -Product and Quotient Rules.en_US.vtt | 16.51 KB |
| 5 - Derivative Rules/1 -Power Rule.en_US.vtt | 10.7 KB |
| 5 - Derivative Rules/8 -Exercises Product and Quotient Rules.en_US.vtt | 10.17 KB |
| 5 - Derivative Rules/6 -Exercises Chain Rule.en_US.vtt | 9.64 KB |
| 5 - Derivative Rules/17 -Trigonometric Functions (Optional).en_US.vtt | 9.62 KB |
| 5 - Derivative Rules/9 -Implicit Differentiation.en_US.vtt | 8.91 KB |
| 5 - Derivative Rules/18 -Inverse Trigonometric Functions (Optional).en_US.vtt | 8.26 KB |
| 5 - Derivative Rules/2 -Constant Multiple, Addition, Subtraction Rules.en_US.vtt | 7.61 KB |
| 5 - Derivative Rules/3 -Exponent Rule.en_US.vtt | 7.42 KB |
| 5 - Derivative Rules/14 -Exercise Sum of Polynomials.en_US.vtt | 7.33 KB |
| 5 - Derivative Rules/13 -Exercise Derivatives of Hyperbolic Functions.en_US.vtt | 7.2 KB |
| 5 - Derivative Rules/12 -Logarithmic Differentiation.en_US.vtt | 6.86 KB |
| 5 - Derivative Rules/15 -Exercise Gaussian Variance.en_US.vtt | 6.49 KB |
| 5 - Derivative Rules/16 -Exercise Entropy.en_US.vtt | 6.25 KB |
| 5 - Derivative Rules/4 -Exponent Rule (continued).en_US.vtt | 5.75 KB |
| 5 - Derivative Rules/11 -Implicit Differentiation Applications.en_US.vtt | 5.65 KB |
| 5 - Derivative Rules/10 -Logarithm Rule.en_US.vtt | 5.57 KB |
| 5 - Derivative Rules/19 -Derivative Rules Section Summary.en_US.vtt | 5.19 KB |
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