7.86 GB | 25min 20s | mp4 | 1280X720 | 16:9
Genre:eLearning |Language:English
Files Included :
1 Prerequisites and how to rock this course.mp4 (10.91 MB)
2 Gradient fields forever (hands-on activity).mp4 (17.5 MB)
3 Using the Udemy platform.mp4 (54.3 MB)
1 IMPORTANT Downloading and using the code.mp4 (18.54 MB)
2 My policy on sharing code.mp4 (3.87 MB)
3 Should you watch the Python tutorial.mp4 (7.46 MB)
1 Section summary and goals.mp4 (27.07 MB)
2 Terminology in math vs coding.mp4 (22.07 MB)
3 What is a function.mp4 (24.19 MB)
4 Domain and range of a function.mp4 (20.03 MB)
5 Linear and nonlinear functions.mp4 (34.98 MB)
6 CodeChallenge math in python, part 1.mp4 (43.96 MB)
7 CodeChallenge math in python, part 2.mp4 (56.35 MB)
8 Polynomial functions.mp4 (41.46 MB)
9 CodeChallenge polynomials, part 1.mp4 (94.63 MB)
10 CodeChallenge polynomials, part 2.mp4 (45.93 MB)
11 Transcendental functions.mp4 (6.05 MB)
12 Exponential and log functions.mp4 (44.5 MB)
13 CodeChallenge exp and log, part 1.mp4 (68.35 MB)
14 CodeChallenge exp and log, part 2.mp4 (44.8 MB)
15 CodeChallenge Power and log, part 1.mp4 (72.78 MB)
16 CodeChallenge Power and log, part 2.mp4 (41.61 MB)
17 Trigonometric functions.mp4 (35.61 MB)
18 CodeChallenge trigonometry.mp4 (90.98 MB)
19 Piecewise functions.mp4 (7.4 MB)
20 CodeChallenge piecewise functions, part 1.mp4 (48.22 MB)
21 CodeChallenge piecewise functions, part 2.mp4 (23.96 MB)
22 Continuous and discontinuous functions.mp4 (20.9 MB)
23 CodeChallenge discontinuities, part 1.mp4 (55.56 MB)
24 CodeChallenge discontinuities, part 2.mp4 (59.62 MB)
25 Intermediate value theorem.mp4 (12.86 MB)
26 Composite functions.mp4 (20.54 MB)
27 Inverse functions.mp4 (22.18 MB)
28 CodeChallenge Composite and inverse, part 1.mp4 (42.41 MB)
29 CodeChallenge Composite and inverse, part 2.mp4 (36.89 MB)
30 Function symmetry (even and odd).mp4 (75.53 MB)
31 Sketching functions by hand.mp4 (78.66 MB)
32 CodeChallenge Infinite functions to sketch, part 1.mp4 (93.13 MB)
33 CodeChallenge Infinite functions to sketch, part 2.mp4 (72.56 MB)
1 What does it mean to understand math.mp4 (17.2 MB)
2 Timescales of discovering vs learning math.mp4 (4.58 MB)
1 Section summary and goals.mp4 (17.86 MB)
2 Limits in geometry and algebra.mp4 (20.34 MB)
3 CodeChallenge Limits via Zeno's paradox.mp4 (49.49 MB)
4 Easy limits by plugging in or factoring.mp4 (13.34 MB)
5 One-sided limits and infinities.mp4 (12.95 MB)
6 CodeChallenge limits in numpy & sympy, part 1.mp4 (80.11 MB)
7 CodeChallenge limits in numpy & sympy, part 2.mp4 (67.12 MB)
8 CodeChallenge properties of limits, part 1.mp4 (79.61 MB)
9 CodeChallenge properties of limits, part 2.mp4 (34.52 MB)
10 Continuity and discontinuities, revisited.mp4 (38.08 MB)
11 CodeChallenge Limits at discontinuities, part 1.mp4 (75.84 MB)
12 CodeChallenge Limits at discontinuities, part 2.mp4 (72.13 MB)
13 Limits of trig functions, part 1.mp4 (21.92 MB)
14 CodeChallenge Confirm the trig limits.mp4 (7.07 MB)
15 Squeeze theorem.mp4 (26.41 MB)
16 Limits of trig functions, part 2.mp4 (48.73 MB)
17 CodeChallenge Trig limits in sympy, part 1.mp4 (94.27 MB)
18 CodeChallenge Trig limits in sympy, part 2.mp4 (84.58 MB)
19 Limited limits possibilities.mp4 (17.6 MB)
20 What the $% is an infinitesimal.mp4 (32.15 MB)
21 Sketching functions by hand, redux.mp4 (30.24 MB)
22 CodeChallenge Infinite limits exercises, part 1.mp4 (34.7 MB)
23 CodeChallenge Infinite limits exercises, part 2.mp4 (62.45 MB)
1 The pros and cons of self-directed learning.mp4 (19.54 MB)
2 Suggestions for learning accountability.mp4 (10.23 MB)
1 Section summary and goals.mp4 (9.53 MB)
2 Slope of a line.mp4 (15.93 MB)
3 CodeChallenge Global and local slopes.mp4 (58.17 MB)
4 Formal definition of the derivative.mp4 (35.56 MB)
5 Derivative of a constant is 0 (proof).mp4 (13.68 MB)
6 Various notations of the derivative.mp4 (24.35 MB)
7 CodeChallenge derivatives in sympy.mp4 (29.45 MB)
8 Interpreting derivatives plots.mp4 (19.53 MB)
9 CodeChallenge Linearity of differentiation.mp4 (104.63 MB)
10 Derivatives of polynomials.mp4 (33.96 MB)
11 Derivatives of cosine and sine.mp4 (32.71 MB)
12 CodeChallenge trig derivatives.mp4 (117.43 MB)
13 Derivatives of absolute value and square root.mp4 (11.1 MB)
14 Derivatives of log and exp.mp4 (16.6 MB)
15 Critical points Definition and applications.mp4 (20.34 MB)
16 Finding critical points.mp4 (26.93 MB)
17 CodeChallenge Critical points in Python, part 1.mp4 (59.58 MB)
18 CodeChallenge Critical points in Python, part 2.mp4 (37.35 MB)
19 CodeChallenge Infinite derivatives exercises.mp4 (68.23 MB)
1 Is math discovered or invented.mp4 (20.36 MB)
1 Section summary and goals.mp4 (109.86 MB)
2 Linearity of differentiation (proof).mp4 (10.13 MB)
3 Theorem Differentiability implies continuity.mp4 (16.47 MB)
4 Product rule.mp4 (49.41 MB)
5 Chain rule.mp4 (24.99 MB)
6 Quotient rule.mp4 (52.36 MB)
7 CodeChallenge product and quotient rules.mp4 (87.07 MB)
8 CodeChallenge chain rule.mp4 (43.32 MB)
9 Implicit differentiation.mp4 (44.65 MB)
10 Implicit differentiation proofs (log, exp, power).mp4 (17.9 MB)
11 CodeChallenge implicit differentiation, part 1.mp4 (50.29 MB)
12 CodeChallenge implicit differentiation, part 2.mp4 (19.1 MB)
13 CodeChallenge derivative of c^x and x^x.mp4 (64.68 MB)
14 Higher-order derivatives.mp4 (46.11 MB)
15 CodeChallenge Derivatives of derivatives (part 1).mp4 (102.71 MB)
16 CodeChallenge Derivatives of derivatives (part 2).mp4 (22.47 MB)
17 L'Hospital's Rule for indeterminant limits.mp4 (40.69 MB)
18 Rolle's Theorem.mp4 (49.81 MB)
19 Mean value theorem.mp4 (24.94 MB)
20 CodeChallenge Implement the MVT algorithm.mp4 (106.61 MB)
21 CodeChallenge Use the MVT to explore functions.mp4 (72.07 MB)
22 CodeChallenge numerical approximations to MVT.mp4 (66.58 MB)
23 CodeChallenge More differentiation exercises, part 1.mp4 (87.52 MB)
24 CodeChallenge More differentiation exercises, part 2.mp4 (59.46 MB)
1 Benefits of varied learning sources.mp4 (19.02 MB)
1 Section summary and goals.mp4 (11.22 MB)
2 Racing functions to infinity and beyond!.mp4 (54.44 MB)
3 The second derivative test.mp4 (32.29 MB)
4 Code challenge The second derivative test, part 1.mp4 (75.79 MB)
5 Code challenge The second derivative test, part 2.mp4 (73.2 MB)
6 Linear approximations.mp4 (83.94 MB)
7 CodeChallenge linear approximations, part 1.mp4 (81.76 MB)
8 CodeChallenge linear approximations, part 2.mp4 (49.23 MB)
9 Newton's method for finding roots.mp4 (37.89 MB)
10 CodeChallenge Newt's roots, part 1.mp4 (122.9 MB)
11 CodeChallenge Newt's roots, part 2.mp4 (39.77 MB)
12 Solving simple optimization problems.mp4 (29.21 MB)
13 Optimize for surface area.mp4 (66.18 MB)
14 Optimize for volume.mp4 (25.91 MB)
15 CodeChallenge farmers and Qberts.mp4 (75.22 MB)
16 Gradient descent.mp4 (31.61 MB)
17 CodeChallenge Gradient descent in numpy.mp4 (63.83 MB)
18 CodeChallenge Gradient descent using sympy.mp4 (98.61 MB)
1 Embrace difficulties.mp4 (20.85 MB)
1 Section summary and goals.mp4 (8.35 MB)
2 2D functions.mp4 (20.29 MB)
3 CodeChallenge Fun with 2D functions (numpy), part 1.mp4 (100.7 MB)
4 CodeChallenge Fun with 2D functions (numpy), part 2.mp4 (101.99 MB)
5 CodeChallenge 2D functions in sympy.mp4 (103.16 MB)
6 Partial derivatives.mp4 (23.32 MB)
7 CodeChallenge Partial derivatives.mp4 (68.29 MB)
8 Higher-order partial derivatives.mp4 (40.82 MB)
9 CodeChallenge Higher-order partial derivatives.mp4 (38.49 MB)
10 CodeChallenge Complete partial exercises.mp4 (70.16 MB)
11 Gradients and gradient fields.mp4 (47.12 MB)
12 CodeChallenge Gradient fields, part 1.mp4 (98.04 MB)
13 CodeChallenge Gradient fields, part 2.mp4 (110.18 MB)
14 Gradient descent in 2D.mp4 (6.43 MB)
15 CodeChallenge 2D gradient descent, part 1.mp4 (81.21 MB)
16 CodeChallenge 2D gradient descent, part 2.mp4 (75.93 MB)
2 Variables.mp4 (41.06 MB)
3 Math operators.mp4 (35.87 MB)
4 Lists.mp4 (24.41 MB)
5 Tuples.mp4 (15.35 MB)
6 Booleans.mp4 (45.75 MB)
7 Dictionaries.mp4 (27.07 MB)
1 Indexing.mp4 (50.98 MB)
2 Slicing.mp4 (28.97 MB)
1 Inputs and outputs.mp4 (13.42 MB)
2 The numpy library.mp4 (33.11 MB)
3 Getting help on functions.mp4 (34.84 MB)
4 Creating functions.mp4 (47.56 MB)
5 Global and local variable scopes.mp4 (39.1 MB)
6 Generating random numbers.mp4 (62.08 MB)
1 If-else statements, part 1.mp4 (35.71 MB)
2 If-else statements, part 2.mp4 (53.15 MB)
3 For loops.mp4 (37.32 MB)
4 While loops.mp4 (70.75 MB)
5 Initializing variables.mp4 (43.6 MB)
6 Enumerate and zip iterables.mp4 (25.52 MB)
7 Single-line loops (list comprehension).mp4 (44.07 MB)
1 Intro to sympy, part 1.mp4 (24.33 MB)
2 Intro to LaTex.mp4 (67.99 MB)
3 Intro to sympy, part 2.mp4 (73.98 MB)
1 String interpolation and f-strings.mp4 (51.67 MB)
2 Plotting dots and lines.mp4 (24.42 MB)
3 Subplot geometry.mp4 (41.36 MB)
4 Making the graphs look nicer.mp4 (59.02 MB)
5 Images.mp4 (71.01 MB)
6 Export plots in low and high resolution.mp4 (37.39 MB)]
Screenshot
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