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种子名称： [DesireCourse.Net] Udemy - Master Math by Coding in Python
文件类型： 视频
文件数目： 141个文件
文件大小： 8.82 GB
收录时间： 2020-8-30 03:08
已经下载： 3次
资源热度： 153
最近下载： 2024-12-26 09:05

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[DesireCourse.Net] Udemy - Master Math by Coding in Python.torrent

1. Introductions and installations/1. (Important) How to get the most out of this course!.mp436.71MB

1. Introductions and installations/2. Using Python through Jupyter (installing Anaconda).mp441.25MB

1. Introductions and installations/3. Using Python online (no installation!).mp459.97MB

1. Introductions and installations/4. Create a beautiful harmonograph!.mp455.61MB

1. Introductions and installations/5. Getting help in Python.mp451.3MB

10. Linear algebra/10. Matrix inverse.mp452.32MB

10. Linear algebra/11. Matrix pseudoinverse exercise.mp462.08MB

10. Linear algebra/12. Solving a system of equations.mp492.31MB

10. Linear algebra/13. Visualizing matrix-vector multiplication.mp465.26MB

10. Linear algebra/14. Eigenvalues and eigenvectors.mp469.42MB

10. Linear algebra/15. Eigendecomposition Exercise.mp466.43MB

10. Linear algebra/16. Singular value decomposition.mp464.22MB

10. Linear algebra/17. SVD of Einstein exercise.mp473.08MB

10. Linear algebra/18. Linear algebra BUG HUNT!.mp4123.61MB

10. Linear algebra/2. Row and column vectors.mp475MB

10. Linear algebra/3. Adding and scalar-multiplying vectors.mp469.85MB

10. Linear algebra/4. The dot product.mp472.32MB

10. Linear algebra/5. Dot product application Correlation coefficient.mp456.36MB

10. Linear algebra/6. The outer product.mp452.56MB

10. Linear algebra/7. Matrix multiplication.mp478.43MB

10. Linear algebra/8. Transposing vectors and matrices.mp459.55MB

10. Linear algebra/9. Various special matrices.mp490.26MB

11. Probabilities and histograms/10. Joint probability distributions.mp477.62MB

11. Probabilities and histograms/11. Probability bug hunt!.mp474.74MB

11. Probabilities and histograms/2. Histograms and probability densities.mp468.45MB

11. Probabilities and histograms/3. Probability exercise math functions.mp458.78MB

11. Probabilities and histograms/4. Virtual coin tosses.mp460.83MB

11. Probabilities and histograms/5. Exercise Virtual weighted dice.mp471.39MB

11. Probabilities and histograms/6. Building distributions from random numbers.mp495.51MB

11. Probabilities and histograms/7. Exercise Normalize any distribution to Gaussian.mp466.45MB

11. Probabilities and histograms/8. The central limit theorem.mp486.33MB

11. Probabilities and histograms/9. Exercise the central limit theorem.mp472.01MB

2. Arithmetic/10. Using if-statements and logical operators.mp467.07MB

2. Arithmetic/11. Absolute value.mp455.09MB

2. Arithmetic/12. Remainder after division (modulus).mp466.24MB

2. Arithmetic/13. Create interactive math functions, part 1.mp459.13MB

2. Arithmetic/14. Create interactive math functions, part 2.mp480.93MB

2. Arithmetic/15. Create interactive math functions, part 3.mp463.38MB

2. Arithmetic/16. Arithmetic bug hunt!.mp488.89MB

2. Arithmetic/2. Addition, subtraction, multiplication, division.mp429.86MB

2. Arithmetic/3. Using variables in place of numbers.mp441.21MB

2. Arithmetic/4. Printing out equations in Jupyter notebook.mp488.63MB

2. Arithmetic/5. Writing comments in Python.mp415.03MB

2. Arithmetic/6. Exponents (powers).mp463.56MB

2. Arithmetic/7. Using for-loops to compute powers.mp459.14MB

2. Arithmetic/8. Order of operations.mp448.46MB

2. Arithmetic/9. Testing inequalities and Boolean data type.mp446.69MB

3. Introduction to Sympy and LaTeX/2. Intro to Sympy, part 1.mp454.82MB

3. Introduction to Sympy and LaTeX/3. Intro to LaTeX.mp485.6MB

3. Introduction to Sympy and LaTeX/4. Intro to Sympy, part 2.mp489.76MB

3. Introduction to Sympy and LaTeX/5. Example Use Sympy to understand the law of exponents.mp463.64MB

3. Introduction to Sympy and LaTeX/6. SympyLatex bug hunt!.mp473.85MB

4. Algebra 1/10. Greatest common denominator.mp440.38MB

4. Algebra 1/11. Greatest common denominator exercises.mp449.99MB

4. Algebra 1/12. Introduction to Python dictionaries.mp457.65MB

4. Algebra 1/13. Prime factorization.mp462.43MB

4. Algebra 1/14. Solving inequalities.mp461.26MB

4. Algebra 1/15. Adding polynomials.mp481.42MB

4. Algebra 1/16. Multiplying polynomials.mp461.93MB

4. Algebra 1/17. Dividing by polynomials.mp477.77MB

4. Algebra 1/18. Factoring polynomials.mp454.73MB

4. Algebra 1/19. Algebra 1 bug hunt!.mp468.94MB

4. Algebra 1/2. Solving for x.mp462.58MB

4. Algebra 1/3. Solving for x exercises.mp473.15MB

4. Algebra 1/4. Expanding terms.mp473.35MB

4. Algebra 1/5. Creating and accessing matrices with numpy.mp465.75MB

4. Algebra 1/6. Exercise Create a multiplication table.mp459.11MB

4. Algebra 1/7. Associative, commutative, and distributive properties.mp463.27MB

4. Algebra 1/8. Creating and working with Python lists.mp475.23MB

4. Algebra 1/9. More on slicing in Python.mp433.29MB

5. Graphing and visualization/10. Images from matrices exercise.mp434.74MB

5. Graphing and visualization/11. Drawing patches with polygons.mp475.76MB

5. Graphing and visualization/12. Exporting graphics as pictures.mp428.62MB

5. Graphing and visualization/13. Graphing bug hunt!.mp4117.78MB

5. Graphing and visualization/2. Plotting coordinates on a plane.mp454.29MB

5. Graphing and visualization/3. Plotting coordinates on a plane exercise.mp417.8MB

5. Graphing and visualization/4. Graphing lines part 1 startend notation.mp464.06MB

5. Graphing and visualization/5. Graphing lines part 2 slope-intercept form.mp467.06MB

5. Graphing and visualization/6. Graphing rational functions.mp460.2MB

5. Graphing and visualization/7. Plotting with Sympy.mp476.14MB

5. Graphing and visualization/8. Plotting with Sympy exercises.mp460.37MB

5. Graphing and visualization/9. Making images from matrices.mp490.86MB

6. Algebra 2/10. Graphing complex numbers.mp449.96MB

6. Algebra 2/11. Revisiting the quadratic equation with complex numbers.mp448.34MB

6. Algebra 2/12. The unit circle.mp458.42MB

6. Algebra 2/13. Natural exponent and logarithm.mp450.59MB

6. Algebra 2/14. Find a specific point on a Gaussian.mp462.76MB

6. Algebra 2/15. Exercise A family of Gaussians.mp435.98MB

6. Algebra 2/16. Graphing the complex roots of unity.mp484.41MB

6. Algebra 2/17. Log-spaced and linearly spaced numbers.mp443.52MB

6. Algebra 2/18. Logarithm properties Multiplication and division.mp479.01MB

6. Algebra 2/19. Arithmetic and geometric sequences.mp464.27MB

6. Algebra 2/2. Summation and products.mp466.16MB

6. Algebra 2/20. Orders of magnitude and scientific notation.mp478.06MB

6. Algebra 2/21. Maxima and minima of functions.mp473.56MB

6. Algebra 2/22. Even and odd functions.mp453.49MB

6. Algebra 2/23. Algebra 2 bug hunt!.mp4121.23MB

6. Algebra 2/3. Differences (discrete derivative).mp465.34MB

6. Algebra 2/4. Roots of polynomials.mp449.83MB

6. Algebra 2/5. Roots of polynomials exercise.mp439.67MB

6. Algebra 2/6. The quadratic equation.mp495.95MB

6. Algebra 2/7. Complex numbers addition and subtraction.mp465.68MB

6. Algebra 2/8. Complex numbers conjugate and multiplication.mp459.85MB

6. Algebra 2/9. Complex numbers division.mp472.91MB

7. Graphing conic sections/2. Graphing parabolas.mp467.22MB

7. Graphing conic sections/3. Creating contours from meshes in Python.mp475.01MB

7. Graphing conic sections/4. Graphing circles.mp482.08MB

7. Graphing conic sections/5. Graphing ellipses.mp462.89MB

7. Graphing conic sections/6. Graphing hyperbolas.mp471.09MB

7. Graphing conic sections/7. Conic bug hunt!.mp436.55MB

8. Trigonometry/10. Euler's formula.mp452.71MB

8. Trigonometry/11. Euler's formula exercise.mp458.94MB

8. Trigonometry/12. Exercise random exploding Euler.mp441.23MB

8. Trigonometry/13. Exercise random snakes with cosine and sine.mp454.65MB

8. Trigonometry/14. Trigonometry bug hunt!.mp476.48MB

8. Trigonometry/2. Introduction to random numbers.mp467.79MB

8. Trigonometry/3. Introduction to random numbers exercise.mp456.9MB

8. Trigonometry/4. Exercise Plotting random phase angles.mp431.05MB

8. Trigonometry/5. Converting between radians and degrees.mp439.33MB

8. Trigonometry/6. Converting angles exercise.mp482.77MB

8. Trigonometry/7. The Pythagorean theorem.mp474.35MB

8. Trigonometry/8. Graphing resolution for sine, cosine, and tangent.mp464.95MB

8. Trigonometry/9. Graphing and resolution Exercise.mp482.36MB

9. Calculus/10. Graphing a function tangent line.mp470.33MB

9. Calculus/11. Graphing tangent lines exercise.mp461.11MB

9. Calculus/12. Finding critical points.mp483.52MB

9. Calculus/13. Finding critical points exercise.mp489.55MB

9. Calculus/14. Partial derivatives.mp455.62MB

9. Calculus/15. Indefinite and definite integrals.mp460.79MB

9. Calculus/16. Exercise The fundamental theorem of calculus.mp419.69MB

9. Calculus/17. Area between two curves.mp459.41MB

9. Calculus/18. Area between two curves exercise.mp476.1MB

9. Calculus/19. Calculus bug hunt!.mp4104.65MB

9. Calculus/2. Mathematical proofs vs. intuition with examples.mp420.21MB

9. Calculus/3. Computing limits of a function.mp465.01MB

9. Calculus/4. Computing limits exercise.mp460.29MB

9. Calculus/5. Piecewise functions.mp476.61MB

9. Calculus/6. Derivatives of polynomials.mp465.73MB

9. Calculus/7. Derivatives of polynomials exercise.mp454.8MB

9. Calculus/8. Derivatives of trig functions.mp456MB

9. Calculus/9. Derivatives of trig functions exercise.mp448.8MB