Complete Guide to Calculus Foundations for Data Science

Category Other
Type Tutorials
Language English
Total size 1.0 GB
Uploaded By freecoursewb

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Last checked 5 days ago
Date uploaded 8 months ago
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Infohash : FBF115159B96E91A778865BD8573F96350BB0FDD

Complete Guide to Calculus Foundations for Data Science

https://WebToolTip.com

Released 04/2025
With Megan Silvey
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill level: Intermediate | Genre: eLearning | Language: English + subtitle | Duration: 10h 56m 43s | Size: 1 GB

Discover foundational concepts of calculus, focusing on limits, derivatives, and integrals with practical explanations and examples.

Course details
This course covers the essentials of calculus, focusing on limits, derivatives, and integrals.. With practical explanations and examples, instructor Megan Silvey guides you through the core concepts and skills required to work with functions, limits, derivatives, continuity, and integrals—just like a traditional university-level course. Along the way, develop a thorough understanding of limits, derivatives, and integrals and how to successfully perform calculations with each. This course is an ideal fit for data scientists and data professionals seeking to advance their knowledge of the tools used in their profession and develop a deeper understanding of the mathematical science that drives the world of data.

                Files: 

                [ FreeCourseWeb.com ] Complete Guide to Calculus Foundations for Data Science
Get Bonus Downloads Here.url (0.2 KB)
~Get Your Files Here !01 - Introduction01 - Introduction to calculus.mp4 (2.3 MB)
- Introduction to calculus.srt (1.2 KB)
- What you should know.mp4 (2.1 MB)
- What you should know.srt (1.1 KB)
- 1. Functions01 - What is calculus.mp4 (6.1 MB)
- What is calculus.srt (6.6 KB)
- What is a function.mp4 (12.0 MB)
- What is a function.srt (15.2 KB)
- Types of functions.mp4 (3.9 MB)
- Types of functions.srt (4.5 KB)
- Polynomial and rational functions.mp4 (13.1 MB)
- Polynomial and rational functions.srt (14.9 KB)
- Inverse functions.mp4 (10.9 MB)
- Inverse functions.srt (12.8 KB)
- Trigonometric functions.mp4 (23.1 MB)
- Trigonometric functions.srt (23.1 KB)
- Exponential and logarithmic functions.mp4 (23.0 MB)
- Exponential and logarithmic functions.srt (25.1 KB)
- 2. Limits01 - Tangent lines, velocity, and area.mp4 (5.9 MB)
- Tangent lines, velocity, and area.srt (5.4 KB)
- What is a limit.mp4 (6.3 MB)
- What is a limit.srt (6.1 KB)
- One-sided limits.mp4 (11.0 MB)
- One-sided limits.srt (10.9 KB)
- Limit properties.mp4 (11.0 MB)
- Limit properties.srt (11.3 KB)
- Precise definition of a limit.mp4 (9.2 MB)
- Precise definition of a limit.srt (9.3 KB)
- Infinite limits.mp4 (10.8 MB)
- Infinite limits.srt (11.3 KB)
- 3. Evaluating Limits01 - Methods to calculate limits.mp4 (2.8 MB)
- Methods to calculate limits.srt (3.6 KB)
- Calculate limits using properties, part 1.mp4 (15.8 MB)
- Calculate limits using properties, part 1.srt (16.9 KB)
- Calculate limits using properties, part 2.mp4 (13.8 MB)
- Calculate limits using properties, part 2.srt (15.8 KB)
- Calculate limits using factoring.mp4 (10.6 MB)
- Calculate limits using factoring.srt (12.0 KB)
- Calculate the limits of polynomial and rational functions.mp4 (14.0 MB)
- Calculate the limits of polynomial and rational functions.srt (14.5 KB)
- Calculate the limits of exponential and logarithmic functions.mp4 (8.4 MB)
- Calculate the limits of exponential and logarithmic functions.srt (9.0 KB)
- Calculate limits using the squeeze theorem.mp4 (11.6 MB)
- Calculate limits using the squeeze theorem.srt (13.5 KB)
- Calculate the limits of trigonometric functions.mp4 (6.9 MB)
- Calculate the limits of trigonometric functions.srt (7.7 KB)
- When limits fail to exist.mp4 (8.7 MB)
- When limits fail to exist.srt (9.6 KB)
- 4. Continuity01 - What is continuity.mp4 (4.9 MB)
- What is continuity.srt (5.6 KB)
- Continuity at a point.mp4 (8.9 MB)
- Continuity at a point.srt (9.1 KB)
- Continuity on an interval.mp4 (11.2 MB)
- Continuity on an interval.srt (11.0 KB)
- What is discontinuity.mp4 (12.1 MB)
- What is discontinuity.srt (13.4 KB)
- Composite function theorem.mp4 (9.1 MB)
- Composite function theorem.srt (9.0 KB)
- Intermediate value theorem.mp4 (7.5 MB)
- Intermediate value theorem.srt (8.0 KB)
- 5. Derivatives Introduction01 - What is a derivative.mp4 (7.9 MB)
- What is a derivative.srt (7.7 KB)
- Rate of change.mp4 (6.7 MB)
- Rate of change.srt (6.9 KB)
- Calculating derivatives using limits.mp4 (12.8 MB)
- Calculating derivatives using limits.srt (13.7 KB)
- Tangent lines and slopes.mp4 (9.8 MB)
- Tangent lines and slopes.srt (10.2 KB)
- Continuity with derivatives.mp4 (9.7 MB)
- Continuity with derivatives.srt (9.1 KB)
- Computing with differentiation.mp4 (4.0 MB)
- Computing with differentiation.srt (4.6 KB)
- 6. Differentiation Rules01 - Differentiation rules.mp4 (2.3 MB)
- Differentiation rules.srt (2.8 KB)
- Constant rules.mp4 (5.3 MB)
- Constant rules.srt (6.0 KB)
- Sum and difference rules.mp4 (9.2 MB)
- Sum and difference rules.srt (9.1 KB)
- Power rule.mp4 (7.6 MB)
- Power rule.srt (7.5 KB)
- Product rule.mp4 (10.2 MB)
- Product rule.srt (9.4 KB)
- Quotient rule.mp4 (9.5 MB)
- Quotient rule.srt (10.0 KB)
- Chain rule.mp4 (13.1 MB)
- Chain rule.srt (14.7 KB)
- 7. Common Derivatives01 - Polynomial and rational derivatives.mp4 (8.0 MB)
- Polynomial and rational derivatives.srt (8.6 KB)
- Trigonometric derivatives.mp4 (9.2 MB)
- Trigonometric derivatives.srt (9.6 KB)
- Exponential derivatives.mp4 (9.4 MB)
- Exponential derivatives.srt (10.0 KB)
- Logarithmic derivatives.mp4 (10.6 MB)
- Logarithmic derivatives.srt (11.1 KB)
- Inverse derivatives.mp4 (7.8 MB)
- Inverse derivatives.srt (8.9 KB)
- Inverse trigonometric derivatives.mp4 (9.6 MB)
- Inverse trigonometric derivatives.srt (10.6 KB)
- Hyperbolic derivatives.mp4 (10.2 MB)
- Hyperbolic derivatives.srt (11.2 KB)
- 8. Complex Derivatives01 - Second-order derivatives.mp4 (7.5 MB)
- Second-order derivatives.srt (8.7 KB)
- Third-order derivatives.mp4 (7.5 MB)
- Third-order derivatives.srt (8.7 KB)
- Fourth-order derivatives.mp4 (7.4 MB)
- Fourth-order derivatives.srt (7.7 KB)
- Implicit differentiation.mp4 (11.6 MB)
- Implicit differentiation.srt (11.6 KB)
- Logarithmic differentiation.mp4 (12.7 MB)
- Logarithmic differentiation.srt (13.9 KB)
- 9. Derivative Applications01 - Related rates.mp4 (10.3 MB)
- Related rates.srt (10.0 KB)
- Linear approximations.mp4 (10.2 MB)
- Linear approximations.srt (10.4 KB)
- Differentials.mp4 (6.6 MB)
- Differentials.srt (6.7 KB)
- Extreme values.mp4 (14.0 MB)
- Extreme values.srt (15.8 KB)
- Mean value theorem.mp4 (10.8 MB)
- Mean value theorem.srt (12.0 KB)
- Shape of a graph.mp4 (19.1 MB)
- Shape of a graph.srt (19.4 KB)
- Optimization problems.mp4 (15.6 MB)
- Optimization problems.srt (16.5 KB)
- L'Hôpital's rule.mp4 (10.0 MB)
- L'Hôpital's rule.srt (10.7 KB)
- Newton's method.mp4 (12.4 MB)
- Newton's method.srt (13.3 KB)
- 10. Integrals Introduction01 - Antiderivatives.mp4 (4.4 MB)
- Antiderivatives.srt (5.0 KB)
- What is an integral.mp4 (6.2 MB)
- What is an integral.srt (5.9 KB)
- Area under the curve.mp4 (5.6 MB)
- Area under the curve.srt (6.1 KB)
- Summation vs. integration.mp4 (5.9 MB)
- Summation vs. integration.srt (6.1 KB)
- Indefinite integrals.mp4 (5.7 MB)
- Indefinite integrals.srt (6.6 KB)
- Definite integrals.mp4 (12.4 MB)
- Definite integrals.srt (13.2 KB)
- Fundamental theorem of calculus.mp4 (11.3 MB)
- Fundamental theorem of calculus.srt (10.6 KB)
- 11. Integration Rules01 - Integration rules.mp4 (2.5 MB)
- Integration rules.srt (3.1 KB)
- Zero function.mp4 (2.3 MB)
- Zero function.srt (2.7 KB)
- Constant rules.mp4 (7.9 MB)
- Constant rules.srt (9.3 KB)
- Sum and difference rules.mp4 (13.4 MB)
- Sum and difference rules.srt (13.5 KB)
- Power rule.mp4 (8.7 MB)
- Power rule.srt (10.3 KB)
- Additivity over intervals.mp4 (10.0 MB)
- Additivity over intervals.srt (10.4 KB)
- 12. Integration Techniques01 - Integration techniques.mp4 (2.9 MB)
- Integration techniques.srt (3.8 KB)
- Integration by substitution.mp4 (11.3 MB)
- Integration by substitution.srt (11.4 KB)
- Integration by parts.mp4 (13.8 MB)
- Integration by parts.srt (13.7 KB)
- Partial fraction decomposition.mp4 (14.4 MB)
- Partial fraction decomposition.srt (15.0 KB)
- Integration by trigonometric substitution.mp4 (19.2 MB)
- Integration by trigonometric substitution.srt (20.7 KB)
- Improper integrals.mp4 (10.9 MB)
- Improper integrals.srt (11.9 KB)
- 13. Common Integrals01 - Polynomial and rational integrals.mp4 (10.7 MB)
- Polynomial and rational integrals.srt (11.5 KB)
- Trigonometric integrals.mp4 (10.3 MB)
- Trigonometric integrals.srt (11.1 KB)
- Exponential integrals.mp4 (5.8 MB)
- Exponential integrals.srt (6.8 KB)
- Logarithmic integrals.mp4 (7.5 MB)
- Logarithmic integrals.srt (7.7 KB)
- Inverse integrals.mp4 (12.5 MB)
- Inverse integrals.srt (14.6 KB)
- Inverse trigonometric integrals.mp4 (11.0 MB)
- Inverse trigonometric integrals.srt (11.0 KB)
- Hyperbolic integrals.mp4 (8.1 MB)
- Hyperbolic integrals.srt (8.6 KB)
- 14. Complex Integrals01 - Numerical integration.mp4 (16.8 MB)
- Numerical integration.srt (15.1 KB)
- Complex function integrals.mp4 (10.0 MB)
- Complex function integrals.srt (9.7 KB)
- Cauchy's theorem.mp4 (9.5 MB)
- Cauchy's theorem.srt (8.9 KB)
- Residue theorem.mp4 (11.4 MB)
- Residue theorem.srt (9.9 KB)
- Double integrals.mp4 (13.6 MB)
- Double integrals.srt (14.2 KB)
- Triple integrals.mp4 (12.8 MB)
- Triple integrals.srt (13.5 KB)
- 15. Integral Applications01 - Area between curves.mp4 (10.4 MB)
- Area between curves.srt (11.1 KB)
- Volume.mp4 (15.0 MB)
- Volume.srt (16.2 KB)
- Average value of a function.mp4 (10.8 MB)
- Average value of a function.srt (11.5 KB)
- Arc length.mp4 (8.8 MB)
- Arc length.srt (9.3 KB)
- Surface area.mp4 (11.6 MB)
- Surface area.srt (12.2 KB)
- Force, work, and energy.mp4 (9.4 MB)
- Force, work, and energy.srt (9.5 KB)
- Masses and moments.mp4 (15.5 MB)
- Masses and moments.srt (15.8 KB)
- Probability.mp4 (14.8 MB)
- Probability.srt (14.9 KB)
- Conclusion01 - Next steps.mp4 (3.2 MB)
- Next steps.srt (1.8 KB)
Bonus Resources.txt (0.1 KB)

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