Udemy Math Calculus for Data Science Machine Learning 2025 | 3251A6EB2063100A9870FAAC3BF88395D804A29F

Udemy Math Calculus for Data Science Machine Learning 2025

Name	Udemy - Math 0-1 Calculus for Data Science & Machine Learning (2.2025)	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	4.4 GB
Total Files	172
Last Seen	2025-07-18 00:26
Hash	3251A6EB2063100A9870FAAC3BF88395D804A29F

/1 - Introduction and Outline/
2 -Outline.mp4	37.9 MB
1 -Introduction.mp4	26.6 MB
4 -Where to Get the Code.mp4	23.6 MB
3 -How to Succeed in this Course.mp4	17.0 MB
2 -Outline.en_US.vtt	10.0 KB
4 -Where to Get the Code.en_US.vtt	6.1 KB
1 -Introduction.en_US.vtt	5.2 KB
3 -How to Succeed in this Course.en_US.vtt	4.0 KB
4 -Github Link.url	0.1 KB
4 -Code Link.url	0.1 KB
/10 - Effective Learning Strategies (AppendixFAQ by Student Request)/
5 -What order should I take your courses in (part 2).mp4	111.0 MB
2 -Can YouTube Teach Me Calculus (Optional).mp4	91.1 MB
4 -What order should I take your courses in (part 1).mp4	81.7 MB
1 -Math Order for Machine Learning & Data Science.mp4	79.3 MB
3 -Is this for Beginners or Experts Academic or Practical Fast or slow-paced.mp4	40.7 MB
3 -Is this for Beginners or Experts Academic or Practical Fast or slow-paced.en_US.vtt	28.9 KB
2 -Can YouTube Teach Me Calculus (Optional).en_US.vtt	21.8 KB
5 -What order should I take your courses in (part 2).en_US.vtt	21.4 KB
1 -Math Order for Machine Learning & Data Science.en_US.vtt	20.7 KB
4 -What order should I take your courses in (part 1).en_US.vtt	14.8 KB
/11 - Appendix FAQ Finale/
2 -BONUS.mp4	42.4 MB
1 -What is the Appendix.mp4	17.0 MB
2 -BONUS.en_US.vtt	7.2 KB
1 -What is the Appendix.en_US.vtt	3.4 KB
/2 - Review/
1 -Functions Review.mp4	119.8 MB
2 -Functions Review in Python.mp4	70.8 MB
1 -Functions Review.en_US.vtt	22.7 KB
2 -Functions Review in Python.en_US.vtt	12.1 KB
/3 - Limits/
1 -What Are Limits.mp4	65.8 MB
5 -Indeterminate Forms.mp4	63.5 MB
6 -Limits in Python.mp4	40.8 MB
8 -Limits Section Summary.mp4	36.5 MB
2 -Precise Definition of Limit (Optional).mp4	33.9 MB
4 -Infinities and Asymptotes.mp4	29.8 MB
3 -Limit Laws.mp4	20.6 MB
7 -Limits with Plotting in Python.mp4	19.6 MB
1 -What Are Limits.en_US.vtt	13.7 KB
5 -Indeterminate Forms.en_US.vtt	12.3 KB
6 -Limits in Python.en_US.vtt	8.4 KB
4 -Infinities and Asymptotes.en_US.vtt	6.0 KB
2 -Precise Definition of Limit (Optional).en_US.vtt	5.9 KB
8 -Limits Section Summary.en_US.vtt	3.9 KB
3 -Limit Laws.en_US.vtt	3.7 KB
7 -Limits with Plotting in Python.en_US.vtt	3.6 KB
/4 - Derivatives From First Principles/
1 -Slopes, Tangent Lines, and Derivatives.mp4	96.4 MB
2 -More On Tangent Lines, Derivative Checking.mp4	74.3 MB
7 -Alternate Notations & Higher Order Derivatives.mp4	38.9 MB
9 -Derivatives Section Summary.mp4	30.3 MB
6 -Exercise Root.mp4	26.6 MB
8 -Derivative Checking in Python.mp4	17.3 MB
4 -Exercise Cubic.mp4	15.7 MB
5 -Exercise Reciprocal.mp4	14.4 MB
3 -Exercise Quadratic.mp4	14.4 MB
1 -Slopes, Tangent Lines, and Derivatives.en_US.vtt	18.0 KB
2 -More On Tangent Lines, Derivative Checking.en_US.vtt	12.0 KB
7 -Alternate Notations & Higher Order Derivatives.en_US.vtt	7.3 KB
9 -Derivatives Section Summary.en_US.vtt	5.3 KB
6 -Exercise Root.en_US.vtt	5.3 KB
4 -Exercise Cubic.en_US.vtt	3.6 KB
3 -Exercise Quadratic.en_US.vtt	3.2 KB
8 -Derivative Checking in Python.en_US.vtt	3.1 KB
5 -Exercise Reciprocal.en_US.vtt	2.7 KB
/5 - Derivative Rules/
7 -Product and Quotient Rules.mp4	105.9 MB
5 -Chain Rule.mp4	99.6 MB
1 -Power Rule.mp4	63.7 MB
8 -Exercises Product and Quotient Rules.mp4	57.0 MB
17 -Trigonometric Functions (Optional).mp4	55.1 MB
2 -Constant Multiple, Addition, Subtraction Rules.mp4	51.1 MB
9 -Implicit Differentiation.mp4	47.0 MB
6 -Exercises Chain Rule.mp4	46.2 MB
13 -Exercise Derivatives of Hyperbolic Functions.mp4	45.2 MB
3 -Exponent Rule.mp4	45.1 MB
18 -Inverse Trigonometric Functions (Optional).mp4	42.8 MB
10 -Logarithm Rule.mp4	40.7 MB
12 -Logarithmic Differentiation.mp4	36.9 MB
14 -Exercise Sum of Polynomials.mp4	35.9 MB
15 -Exercise Gaussian Variance.mp4	35.0 MB
11 -Implicit Differentiation Applications.mp4	34.4 MB
4 -Exponent Rule (continued).mp4	31.6 MB
16 -Exercise Entropy.mp4	28.3 MB
19 -Derivative Rules Section Summary.mp4	28.3 MB
5 -Chain Rule.en_US.vtt	18.5 KB
7 -Product and Quotient Rules.en_US.vtt	16.9 KB
1 -Power Rule.en_US.vtt	11.0 KB
8 -Exercises Product and Quotient Rules.en_US.vtt	10.4 KB
6 -Exercises Chain Rule.en_US.vtt	9.9 KB
17 -Trigonometric Functions (Optional).en_US.vtt	9.9 KB
9 -Implicit Differentiation.en_US.vtt	9.1 KB
18 -Inverse Trigonometric Functions (Optional).en_US.vtt	8.5 KB
2 -Constant Multiple, Addition, Subtraction Rules.en_US.vtt	7.8 KB
3 -Exponent Rule.en_US.vtt	7.6 KB
14 -Exercise Sum of Polynomials.en_US.vtt	7.5 KB
13 -Exercise Derivatives of Hyperbolic Functions.en_US.vtt	7.4 KB
12 -Logarithmic Differentiation.en_US.vtt	7.0 KB
15 -Exercise Gaussian Variance.en_US.vtt	6.7 KB
16 -Exercise Entropy.en_US.vtt	6.4 KB
4 -Exponent Rule (continued).en_US.vtt	5.9 KB
11 -Implicit Differentiation Applications.en_US.vtt	5.8 KB
10 -Logarithm Rule.en_US.vtt	5.7 KB
19 -Derivative Rules Section Summary.en_US.vtt	5.3 KB
/6 - Applications of Differentiation/
10 -Newton's Method in Python.mp4	63.8 MB
1 -Finding the Minimum Maximum.mp4	56.8 MB
2 -Minimum Maximum Clarifications and Examples.mp4	49.0 MB
9 -Newton's Method.mp4	43.7 MB
6 -Exercise Gaussian 1.mp4	43.3 MB
8 -l'Hopital's Rule.mp4	31.4 MB
5 -Exercise Entropy.mp4	29.6 MB
7 -Exercise Gaussian 2.mp4	28.4 MB
11 -Applications Section Summary.mp4	25.3 MB
4 -Exercise Minimums and Maximums.mp4	22.1 MB
3 -Second Derivative Test.mp4	20.3 MB
1 -Finding the Minimum Maximum.en_US.vtt	11.6 KB
10 -Newton's Method in Python.en_US.vtt	8.7 KB
2 -Minimum Maximum Clarifications and Examples.en_US.vtt	8.3 KB
6 -Exercise Gaussian 1.en_US.vtt	8.1 KB
9 -Newton's Method.en_US.vtt	8.0 KB
5 -Exercise Entropy.en_US.vtt	5.9 KB
8 -l'Hopital's Rule.en_US.vtt	5.8 KB
7 -Exercise Gaussian 2.en_US.vtt	5.7 KB
4 -Exercise Minimums and Maximums.en_US.vtt	5.2 KB
11 -Applications Section Summary.en_US.vtt	3.5 KB
3 -Second Derivative Test.en_US.vtt	3.3 KB
/7 - Integration (Calculus 2)/
3 -Fundamental Theorem of Calculus (pt 1).mp4	120.1 MB
6 -Exercises Definite Integrals.mp4	63.1 MB
8 -Exercises Improper Integrals.mp4	59.5 MB
7 -Exercises Indefinite Integrals.mp4	58.5 MB
2 -Area Under Curve.mp4	51.2 MB
9 -Numerical Integration in Python.mp4	45.5 MB
4 -Fundamental Theorem of Calculus (pt 2).mp4	43.5 MB
5 -Definite and Indefinite Integrals.mp4	36.1 MB
1 -Integrals Section Introduction.mp4	30.4 MB
10 -Integration Section Summary.mp4	24.1 MB
3 -Fundamental Theorem of Calculus (pt 1).en_US.vtt	18.1 KB
6 -Exercises Definite Integrals.en_US.vtt	13.3 KB
8 -Exercises Improper Integrals.en_US.vtt	13.0 KB
7 -Exercises Indefinite Integrals.en_US.vtt	12.7 KB
2 -Area Under Curve.en_US.vtt	9.0 KB
1 -Integrals Section Introduction.en_US.vtt	8.1 KB
9 -Numerical Integration in Python.en_US.vtt	8.0 KB
4 -Fundamental Theorem of Calculus (pt 2).en_US.vtt	6.1 KB
5 -Definite and Indefinite Integrals.en_US.vtt	6.0 KB
10 -Integration Section Summary.en_US.vtt	3.7 KB
/8 - Vector Calculus in Multiple Dimensions (Calculus 3)/
8 -Optimization and Lagrange Multipliers (pt 1).mp4	131.9 MB
2 -Partial Differentiation.mp4	97.8 MB
3 -The Gradient.mp4	95.3 MB
9 -Optimization and Lagrange Multipliers (pt 2).mp4	84.9 MB
4 -The Jacobian and Hessian.mp4	76.4 MB
7 -Steepest Ascent in Python.mp4	74.2 MB
10 -Vector Calculus Section Summary.mp4	71.8 MB
5 -Differentials and Chain Rule in Multiple Dimensions.mp4	69.5 MB
6 -Why is the Gradient the Direction of Steepest Ascent.mp4	69.2 MB
1 -Functions of Multiple Variables.mp4	60.4 MB
8 -Optimization and Lagrange Multipliers (pt 1).en_US.vtt	25.9 KB
3 -The Gradient.en_US.vtt	18.0 KB
2 -Partial Differentiation.en_US.vtt	17.7 KB
9 -Optimization and Lagrange Multipliers (pt 2).en_US.vtt	16.1 KB
4 -The Jacobian and Hessian.en_US.vtt	14.0 KB
5 -Differentials and Chain Rule in Multiple Dimensions.en_US.vtt	13.0 KB
1 -Functions of Multiple Variables.en_US.vtt	12.0 KB
6 -Why is the Gradient the Direction of Steepest Ascent.en_US.vtt	11.9 KB
7 -Steepest Ascent in Python.en_US.vtt	10.9 KB
10 -Vector Calculus Section Summary.en_US.vtt	9.9 KB
/9 - Setting Up Your Environment (AppendixFAQ by Student Request)/
3 -How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4	154.2 MB
5 -How to use Github & Extra Coding Tips (Optional).mp4	71.7 MB
2 -Anaconda Environment Setup.mp4	55.2 MB
4 -Where To Get the Code Troubleshooting.mp4	25.4 MB
1 -Pre-Installation Check.mp4	23.8 MB
2 -Anaconda Environment Setup.en_US.vtt	17.8 KB
5 -How to use Github & Extra Coding Tips (Optional).en_US.vtt	14.2 KB
3 -How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.en_US.vtt	13.6 KB
1 -Pre-Installation Check.en_US.vtt	5.8 KB
4 -Where To Get the Code Troubleshooting.en_US.vtt	5.2 KB
Total files 172