Complete Guide to Calculus Foundations for Data Science

CategoryOther
TypeTutorials
LanguageEnglish
Total size1 GB
Uploaded Byfreecoursewb

Downloads71
Last checkedMay. 02nd '25
Date uploadedMay. 01st '25
Seeders 9
Leechers17

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 - Introduction
- 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. Functions
- 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. Limits
- 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 Limits
- 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. Continuity
- 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 Introduction
- 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 Rules
- 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 Derivatives
- 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 Derivatives
- Second-order derivatives.mp4 (7.5 MB)

- Second-order derivatives.srt (8.7 KB)

- Third-order derivatives.mp4 (7.5 MB)

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