Calculus For Data Science: University Level Course

A Crash Course in Sequences and Series: Learn Calculus for Data Science, Machine Learning and Artificial Intelligence

4.33 (6 reviews)
Udemy
platform
English
language
Math
category
instructor
Calculus For Data Science:  University Level Course
1,362
students
13 hours
content
Jan 2020
last update
$19.99
regular price

What you will learn

What are sequences?

Convergent and divergent sequences.

Bounded and monotonic sequences.

What is an infinite series?

Convergence and divergence of an infinite series.

Ratio and root test.

Alternating series test.

Absolutely and conditionally convergence of a series.

Convergence of a power series.

And many examples and exercises related to above topics.

Why take this course?

🧮 **Master Calculus for Data Science: A Deep Dive into Sequences and Series** 📊 ## **Course Overview:** Welcome to **"Calculus For Data Science: University Level Course"** - your ultimate guide to understanding the core principles of calculus as applied to data science, machine learning, and artificial intelligence. This is not just another math course; it's a strategic toolkit for tackling complex problems in today's data-driven world. ### **What You'll Learn:** - 📈 **Mastery of Calculus**: Develop a strong grasp of calculus with a focus on its application in data science and machine learning. - 🤖 **Real-World Problems**: Solve numerous calculus problems specifically related to data science and machine learning scenarios. - 🚀 **Advanced Skills**: Elevate your calculus skills to an advanced level, suitable for university-level study. This course has been taught at both bachelor's and master's levels in various universities. - 🎬 **Comprehensive Video Content**: Engage with over 13.5 hours of video content spread across 9 sections, each meticulously crafted to ensure a deep understanding of sequences and series, as well as integral and differential calculus. ### **Course Structure:** - **Sequence and Series**: Explore the fundamentals of sequences and delve into the intricacies of infinite series. - **Integral Calculus**: Master definite and indefinite integrals, tackle word problems with confidence, and understand the practical applications in data science. - **Differential Calculus**: Learn the rules of differentiation, solve first and higher order differential equations using various techniques. - 🖋️ **Whiteboard Explanations**: Benefit from whiteboard videos that offer a clear and detailed visual learning experience. - ⏱️ **Paced Learning**: Take your time with the material - we recommend completing the course over two weeks, revisiting videos as needed to fully grasp the concepts. ### **Why Enroll?** - 🌟 **Unique Curriculum**: This is a one-of-a-kind course exclusively available on Udemy, tailored for data science and machine learning enthusiasts. - 🎓 **Engaging Content**: The course is designed with simplicity and clarity in mind, ensuring that students from all over the globe find it engaging and rewarding. - 👍 **Highly Rated**: Students have praised the course for its quality content and teaching approach. - 🛡️ **Risk-Free Investment**: Enroll without hesitation thanks to Udemy's policy and terms, ensuring a risk-free learning experience. - ✉️ **Instructor Support**: Directly message your instructor with any questions or concerns, and receive prompt assistance. ### **Your Instructor:** For an introduction to the course instructor, A.D. Chauhdry, please visit the [Instructor Profile](#) on Udemy. With years of teaching experience at the university level, including teaching this very course, A.D. Chauhdry is well-equipped to guide you through the complexities of calculus in data science applications. ### **Course Contents:** 1. **What are Sequences?** 2. **Convergent and Divergent Sequences.** 3. **Bounded and Monotonic Sequences.** 4. **What is an Infinite Series?** 5. **Convergence and Divergence of an Infinite Series.** 6. **Ratio and Root Test.** 7. **Alternating Series Test.** 8. **Absolutely and Conditionally Convergent Series.** 9. **Convergence of a Power Series.** 10. **Examples and Exercises on the Above Topics.** Embark on a journey to master calculus with real-world applications in data science and machine learning. Enroll now and unlock your potential with **"Calculus For Data Science: University Level Course"**! 🌟

Screenshots

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Reviews

Rebecca
January 2, 2020
I caught several math errors that don't appear to have been corrected, and wanted a little more notation clarification with the sequence terms (and their starting points). Not a great start.
Roshan
August 1, 2019
Great Course. concepts well explained and provide clarity.. learned and refined my understanding on series
Mashrur
July 31, 2019
I was having some problems understanding my calculus problems. But this course helped me to master my problems of calculus. The was able to explain the method quite easily. Anyone who is having difficulties must take this course.

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2351284
udemy ID
5/3/2019
course created date
7/31/2019
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