Udemy - Math 0-1 Calculus for Data Science & Machine Learning (2.2025)

File Name

Size

1 - Introduction and Outline/2 -Outline.mp4

36 MB

1 - Introduction and Outline/1 -Introduction.mp4

25 MB

1 - Introduction and Outline/4 -Where to Get the Code.mp4

22 MB

1 - Introduction and Outline/3 -How to Succeed in this Course.mp4

16 MB

1 - Introduction and Outline/2 -Outline.en_US.vtt

9.8 kB

1 - Introduction and Outline/4 -Where to Get the Code.en_US.vtt

6.0 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

3.9 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

106 MB

10 - Effective Learning Strategies (AppendixFAQ by Student Request)/2 -Can YouTube Teach Me Calculus (Optional).mp4

87 MB

10 - Effective Learning Strategies (AppendixFAQ by Student Request)/4 -What order should I take your courses in (part 1).mp4

78 MB

10 - Effective Learning Strategies (AppendixFAQ by Student Request)/1 -Math Order for Machine Learning & Data Science.mp4

76 MB

10 - Effective Learning Strategies (AppendixFAQ by Student Request)/3 -Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4

39 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 kB

10 - Effective Learning Strategies (AppendixFAQ by Student Request)/2 -Can YouTube Teach Me Calculus (Optional).en_US.vtt

21 kB

10 - Effective Learning Strategies (AppendixFAQ by Student Request)/5 -What order should I take your courses in (part 2).en_US.vtt

21 kB

10 - Effective Learning Strategies (AppendixFAQ by Student Request)/1 -Math Order for Machine Learning & Data Science.en_US.vtt

20 kB

10 - Effective Learning Strategies (AppendixFAQ by Student Request)/4 -What order should I take your courses in (part 1).en_US.vtt

14 kB

11 - Appendix FAQ Finale/2 -BONUS.mp4

40 MB

11 - Appendix FAQ Finale/1 -What is the Appendix.mp4

16 MB

11 - Appendix FAQ Finale/2 -BONUS.en_US.vtt

7.0 kB

11 - Appendix FAQ Finale/1 -What is the Appendix.en_US.vtt

3.3 kB

2 - Review/1 -Functions Review.mp4

114 MB

2 - Review/2 -Functions Review in Python.mp4

68 MB

2 - Review/1 -Functions Review.en_US.vtt

22 kB

2 - Review/2 -Functions Review in Python.en_US.vtt

12 kB

3 - Limits/1 -What Are Limits.mp4

63 MB

3 - Limits/5 -Indeterminate Forms.mp4

60 MB

3 - Limits/6 -Limits in Python.mp4

39 MB

3 - Limits/8 -Limits Section Summary.mp4

35 MB

3 - Limits/2 -Precise Definition of Limit (Optional).mp4

32 MB

3 - Limits/4 -Infinities and Asymptotes.mp4

28 MB

3 - Limits/3 -Limit Laws.mp4

20 MB

3 - Limits/7 -Limits with Plotting in Python.mp4

19 MB

3 - Limits/1 -What Are Limits.en_US.vtt

13 kB

3 - Limits/5 -Indeterminate Forms.en_US.vtt

12 kB

3 - Limits/6 -Limits in Python.en_US.vtt

8.2 kB

3 - Limits/4 -Infinities and Asymptotes.en_US.vtt

5.9 kB

3 - Limits/2 -Precise Definition of Limit (Optional).en_US.vtt

5.7 kB

3 - Limits/8 -Limits Section Summary.en_US.vtt

3.8 kB

3 - Limits/3 -Limit Laws.en_US.vtt

3.6 kB

3 - Limits/7 -Limits with Plotting in Python.en_US.vtt

3.5 kB

4 - Derivatives From First Principles/1 -Slopes, Tangent Lines, and Derivatives.mp4

92 MB

4 - Derivatives From First Principles/2 -More On Tangent Lines, Derivative Checking.mp4

71 MB

4 - Derivatives From First Principles/7 -Alternate Notations & Higher Order Derivatives.mp4

37 MB

4 - Derivatives From First Principles/9 -Derivatives Section Summary.mp4

29 MB

4 - Derivatives From First Principles/6 -Exercise Root.mp4

25 MB

4 - Derivatives From First Principles/8 -Derivative Checking in Python.mp4

16 MB

4 - Derivatives From First Principles/4 -Exercise Cubic.mp4

15 MB

4 - Derivatives From First Principles/5 -Exercise Reciprocal.mp4

14 MB

4 - Derivatives From First Principles/3 -Exercise Quadratic.mp4

14 MB

4 - Derivatives From First Principles/1 -Slopes, Tangent Lines, and Derivatives.en_US.vtt

18 kB

4 - Derivatives From First Principles/2 -More On Tangent Lines, Derivative Checking.en_US.vtt

12 kB

4 - Derivatives From First Principles/7 -Alternate Notations & Higher Order Derivatives.en_US.vtt

7.2 kB

4 - Derivatives From First Principles/9 -Derivatives Section Summary.en_US.vtt

5.2 kB

4 - Derivatives From First Principles/6 -Exercise Root.en_US.vtt

5.2 kB

4 - Derivatives From First Principles/4 -Exercise Cubic.en_US.vtt

3.5 kB

4 - Derivatives From First Principles/3 -Exercise Quadratic.en_US.vtt

3.2 kB

4 - Derivatives From First Principles/8 -Derivative Checking in Python.en_US.vtt

3.0 kB

4 - Derivatives From First Principles/5 -Exercise Reciprocal.en_US.vtt

2.7 kB

5 - Derivative Rules/7 -Product and Quotient Rules.mp4

101 MB

5 - Derivative Rules/5 -Chain Rule.mp4

95 MB

5 - Derivative Rules/1 -Power Rule.mp4

61 MB

5 - Derivative Rules/8 -Exercises Product and Quotient Rules.mp4

54 MB

5 - Derivative Rules/17 -Trigonometric Functions (Optional).mp4

52 MB

5 - Derivative Rules/2 -Constant Multiple, Addition, Subtraction Rules.mp4

49 MB

5 - Derivative Rules/9 -Implicit Differentiation.mp4

45 MB

5 - Derivative Rules/6 -Exercises Chain Rule.mp4

44 MB

5 - Derivative Rules/13 -Exercise Derivatives of Hyperbolic Functions.mp4

43 MB

5 - Derivative Rules/3 -Exponent Rule.mp4

43 MB

5 - Derivative Rules/18 -Inverse Trigonometric Functions (Optional).mp4

41 MB

5 - Derivative Rules/10 -Logarithm Rule.mp4

39 MB

5 - Derivative Rules/12 -Logarithmic Differentiation.mp4

35 MB

5 - Derivative Rules/14 -Exercise Sum of Polynomials.mp4

34 MB

5 - Derivative Rules/15 -Exercise Gaussian Variance.mp4

33 MB

5 - Derivative Rules/11 -Implicit Differentiation Applications.mp4

33 MB

5 - Derivative Rules/4 -Exponent Rule (continued).mp4

30 MB

5 - Derivative Rules/16 -Exercise Entropy.mp4

27 MB

5 - Derivative Rules/19 -Derivative Rules Section Summary.mp4

27 MB

5 - Derivative Rules/5 -Chain Rule.en_US.vtt

18 kB

5 - Derivative Rules/7 -Product and Quotient Rules.en_US.vtt

16 kB

5 - Derivative Rules/1 -Power Rule.en_US.vtt

11 kB

5 - Derivative Rules/8 -Exercises Product and Quotient Rules.en_US.vtt

10 kB

5 - Derivative Rules/6 -Exercises Chain Rule.en_US.vtt

9.6 kB

5 - Derivative Rules/17 -Trigonometric Functions (Optional).en_US.vtt

9.6 kB

5 - Derivative Rules/9 -Implicit Differentiation.en_US.vtt

8.9 kB

5 - Derivative Rules/18 -Inverse Trigonometric Functions (Optional).en_US.vtt

8.3 kB

5 - Derivative Rules/2 -Constant Multiple, Addition, Subtraction Rules.en_US.vtt

7.6 kB

5 - Derivative Rules/3 -Exponent Rule.en_US.vtt

7.4 kB

5 - Derivative Rules/14 -Exercise Sum of Polynomials.en_US.vtt

7.3 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

6.9 kB

5 - Derivative Rules/15 -Exercise Gaussian Variance.en_US.vtt

6.5 kB

5 - Derivative Rules/16 -Exercise Entropy.en_US.vtt

6.3 kB

5 - Derivative Rules/4 -Exponent Rule (continued).en_US.vtt

5.8 kB

5 - Derivative Rules/11 -Implicit Differentiation Applications.en_US.vtt

5.7 kB

5 - Derivative Rules/10 -Logarithm Rule.en_US.vtt

5.6 kB

5 - Derivative Rules/19 -Derivative Rules Section Summary.en_US.vtt

5.2 kB

6 - Applications of Differentiation/10 -Newton's Method in Python.mp4

61 MB

6 - Applications of Differentiation/1 -Finding the Minimum Maximum.mp4

54 MB

6 - Applications of Differentiation/2 -Minimum Maximum Clarifications and Examples.mp4

47 MB

6 - Applications of Differentiation/9 -Newton's Method.mp4

42 MB

6 - Applications of Differentiation/6 -Exercise Gaussian 1.mp4

41 MB

6 - Applications of Differentiation/8 -l'Hopital's Rule.mp4

30 MB

6 - Applications of Differentiation/5 -Exercise Entropy.mp4

28 MB

6 - Applications of Differentiation/7 -Exercise Gaussian 2.mp4

27 MB

6 - Applications of Differentiation/11 -Applications Section Summary.mp4

24 MB

6 - Applications of Differentiation/4 -Exercise Minimums and Maximums.mp4

21 MB

6 - Applications of Differentiation/3 -Second Derivative Test.mp4

19 MB

6 - Applications of Differentiation/1 -Finding the Minimum Maximum.en_US.vtt

11 kB

6 - Applications of Differentiation/10 -Newton's Method in Python.en_US.vtt

8.5 kB

6 - Applications of Differentiation/2 -Minimum Maximum Clarifications and Examples.en_US.vtt

8.1 kB

6 - Applications of Differentiation/6 -Exercise Gaussian 1.en_US.vtt

7.9 kB

6 - Applications of Differentiation/9 -Newton's Method.en_US.vtt

7.8 kB

6 - Applications of Differentiation/5 -Exercise Entropy.en_US.vtt

5.7 kB

6 - Applications of Differentiation/8 -l'Hopital's Rule.en_US.vtt

5.6 kB

6 - Applications of Differentiation/7 -Exercise Gaussian 2.en_US.vtt

5.5 kB

6 - Applications of Differentiation/4 -Exercise Minimums and Maximums.en_US.vtt

5.1 kB

6 - Applications of Differentiation/11 -Applications Section Summary.en_US.vtt

3.5 kB

6 - Applications of Differentiation/3 -Second Derivative Test.en_US.vtt

3.3 kB

7 - Integration (Calculus 2)/3 -Fundamental Theorem of Calculus (pt 1).mp4

114 MB

7 - Integration (Calculus 2)/6 -Exercises Definite Integrals.mp4

60 MB

7 - Integration (Calculus 2)/8 -Exercises Improper Integrals.mp4

57 MB

7 - Integration (Calculus 2)/7 -Exercises Indefinite Integrals.mp4

56 MB

7 - Integration (Calculus 2)/2 -Area Under Curve.mp4

49 MB

7 - Integration (Calculus 2)/9 -Numerical Integration in Python.mp4

43 MB

7 - Integration (Calculus 2)/4 -Fundamental Theorem of Calculus (pt 2).mp4

42 MB

7 - Integration (Calculus 2)/5 -Definite and Indefinite Integrals.mp4

34 MB

7 - Integration (Calculus 2)/1 -Integrals Section Introduction.mp4

29 MB

7 - Integration (Calculus 2)/10 -Integration Section Summary.mp4

23 MB

7 - Integration (Calculus 2)/3 -Fundamental Theorem of Calculus (pt 1).en_US.vtt

18 kB

7 - Integration (Calculus 2)/6 -Exercises Definite Integrals.en_US.vtt

13 kB

7 - Integration (Calculus 2)/8 -Exercises Improper Integrals.en_US.vtt

13 kB

7 - Integration (Calculus 2)/7 -Exercises Indefinite Integrals.en_US.vtt

12 kB

7 - Integration (Calculus 2)/2 -Area Under Curve.en_US.vtt

8.8 kB

7 - Integration (Calculus 2)/1 -Integrals Section Introduction.en_US.vtt

7.9 kB

7 - Integration (Calculus 2)/9 -Numerical Integration in Python.en_US.vtt

7.8 kB

7 - Integration (Calculus 2)/4 -Fundamental Theorem of Calculus (pt 2).en_US.vtt

5.9 kB

7 - Integration (Calculus 2)/5 -Definite and Indefinite Integrals.en_US.vtt

5.9 kB

7 - Integration (Calculus 2)/10 -Integration Section Summary.en_US.vtt

3.6 kB

8 - Vector Calculus in Multiple Dimensions (Calculus 3)/8 -Optimization and Lagrange Multipliers (pt 1).mp4

126 MB

8 - Vector Calculus in Multiple Dimensions (Calculus 3)/2 -Partial Differentiation.mp4

93 MB

8 - Vector Calculus in Multiple Dimensions (Calculus 3)/3 -The Gradient.mp4

91 MB

8 - Vector Calculus in Multiple Dimensions (Calculus 3)/9 -Optimization and Lagrange Multipliers (pt 2).mp4

81 MB

8 - Vector Calculus in Multiple Dimensions (Calculus 3)/4 -The Jacobian and Hessian.mp4

73 MB

8 - Vector Calculus in Multiple Dimensions (Calculus 3)/7 -Steepest Ascent in Python.mp4

71 MB

8 - Vector Calculus in Multiple Dimensions (Calculus 3)/10 -Vector Calculus Section Summary.mp4

68 MB

8 - Vector Calculus in Multiple Dimensions (Calculus 3)/5 -Differentials and Chain Rule in Multiple Dimensions.mp4

66 MB

8 - Vector Calculus in Multiple Dimensions (Calculus 3)/6 -Why is the Gradient the Direction of Steepest Ascent.mp4

66 MB

8 - Vector Calculus in Multiple Dimensions (Calculus 3)/1 -Functions of Multiple Variables.mp4

58 MB

8 - Vector Calculus in Multiple Dimensions (Calculus 3)/8 -Optimization and Lagrange Multipliers (pt 1).en_US.vtt

25 kB

8 - Vector Calculus in Multiple Dimensions (Calculus 3)/3 -The Gradient.en_US.vtt

18 kB

8 - Vector Calculus in Multiple Dimensions (Calculus 3)/2 -Partial Differentiation.en_US.vtt

17 kB

8 - Vector Calculus in Multiple Dimensions (Calculus 3)/9 -Optimization and Lagrange Multipliers (pt 2).en_US.vtt

16 kB

8 - Vector Calculus in Multiple Dimensions (Calculus 3)/4 -The Jacobian and Hessian.en_US.vtt

14 kB

8 - Vector Calculus in Multiple Dimensions (Calculus 3)/5 -Differentials and Chain Rule in Multiple Dimensions.en_US.vtt

13 kB

8 - Vector Calculus in Multiple Dimensions (Calculus 3)/1 -Functions of Multiple Variables.en_US.vtt

12 kB

8 - Vector Calculus in Multiple Dimensions (Calculus 3)/6 -Why is the Gradient the Direction of Steepest Ascent.en_US.vtt

12 kB

8 - Vector Calculus in Multiple Dimensions (Calculus 3)/7 -Steepest Ascent in Python.en_US.vtt

11 kB

8 - Vector Calculus in Multiple Dimensions (Calculus 3)/10 -Vector Calculus Section Summary.en_US.vtt

9.7 kB

9 - Setting Up Your Environment (AppendixFAQ by Student Request)/3 -How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4

147 MB

9 - Setting Up Your Environment (AppendixFAQ by Student Request)/5 -How to use Github & Extra Coding Tips (Optional).mp4

68 MB

9 - Setting Up Your Environment (AppendixFAQ by Student Request)/2 -Anaconda Environment Setup.mp4

53 MB

9 - Setting Up Your Environment (AppendixFAQ by Student Request)/4 -Where To Get the Code Troubleshooting.mp4

24 MB

9 - Setting Up Your Environment (AppendixFAQ by Student Request)/1 -Pre-Installation Check.mp4

23 MB

9 - Setting Up Your Environment (AppendixFAQ by Student Request)/2 -Anaconda Environment Setup.en_US.vtt

17 kB

9 - Setting Up Your Environment (AppendixFAQ by Student Request)/5 -How to use Github & Extra Coding Tips (Optional).en_US.vtt

14 kB

9 - Setting Up Your Environment (AppendixFAQ by Student Request)/3 -How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.en_US.vtt

13 kB

9 - Setting Up Your Environment (AppendixFAQ by Student Request)/1 -Pre-Installation Check.en_US.vtt

5.7 kB

9 - Setting Up Your Environment (AppendixFAQ by Student Request)/4 -Where To Get the Code Troubleshooting.en_US.vtt

5.1 kB