Math and Statistics For AI, Data Science

Learn the key concepts of Math and Statistics that lay the foundations for a strong data science career. This course is carefully curated to simulate real-time organizational experience to prepare you for the current job market and at the same time provides you with an ultimate learning experience through storytelling and intuitive explanations.


5.0

(15 ratings)

368 learners

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Last Updated: Feb 26, 2024 12:52 AM

English

Free Lifetime Access

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Course Curriculum

93 Lectures   |   11hr : 34min

What you'll learn

  • Core Concepts of Math and Statistics in Data Science
  • Data Visualization Fundamentals Using Pie Chart, Bar Chart, Histograms, and More
  • Basics of Pandas, Matplotlib, and Seaborn for Data Manipulation
  • Central Tendency and Dispersion Measures: Mean, Median, Mode, Range, IQR
  • Probability Theory, Distributions, Normal Distribution, Z-Scores
  • AtliQo Bank Project: Hands-On Data Validation, Cleaning, and Visualization
  • Central Limit Theorem, Law of Large Numbers, Hypothesis Testing
  • Practical A/B Testing Applications in Real Scenarios
  • Kanban Project Management
  • Real Dataset with > Half Million Records with Industry-Style Project-Based Learning
  • Exercises, Quizzes, and Certificate Upon Course Completion

System Requirements

  • Any computer with 4GB or more RAM
  • OS: Windows, Mac, or Linux

Course Instructor/Creator

Dhaval Patel

Dhaval Patel

Data Entrepreneur (12+ Years), YouTuber,
Ex - Bloomberg, NVIDIA

I have 17 years of experience in Programming and Data Science working for big tech companies like NVIDIA and Bloomberg. I also run a famous YouTube channel called Codebasics where I pursue my passion for teaching.

Frequently Asked Questions

1. How does this online 'Math & Statistics' course streamline the learning process for essential data science skills?

This course simplifies learning Math and Statistics through project-based learning with a real dataset, focusing on practical data science applications. With engaging storytelling, simple explanations, and interactive exercises, including quizzes, ensures a comprehensive and accessible learning experience. A certificate upon completion further validates your learning journey.

This 'Math & Statistics' course is designed for absolute beginners, so you don't need any specific skills other than basic familiarity with computers. It's the perfect starting point for anyone looking to embark on a data science journey.

Most of the courses available on the internet teach you how to build x & y without any business context and do not prepare you for real-world problem-solving. However, our 'Math & Statistics' course offers a unique experience in which you will learn by solving real-life use cases in an imaginary company called AtliQo Bank. The tutorials are easy to understand, featuring elements of fun to keep the learning process engaging.

Yes. Absolutely you can mention AtliQo Bank project experience in your resume with the relevant skills that you will learn from this course.

Don't worry. Many videos in this 'Math & Statistics' course are free, allowing you to gauge the quality of teaching before making an investment. Dhaval Patel, the course instructor, runs a popular data science YouTube channel called Codebasics. There, you can watch his videos and read comments to get an idea of his teaching style.

In the early stages of the course, we introduce fundamental concepts using a variety of small datasets. As the course progresses, we engage with the 'AtliQo Credit Card' data which centers around a dataset from the fictional AtliQo Bank. This project provides a hands-on experience in data validation, cleaning, and visualization, reflecting a realistic scenario where the bank aims to enhance its credit card market penetration. This dataset contains over half a million records.

We have an active Discord server where you can post your questions. You can expect to receive a response in a reasonable timeframe.

The 'Math & Statistics' course consists of 11 hours and 34 minutes of on-demand video content.

No, this course is not part of our data analytics curriculum. Nevertheless, mastering the concepts of mathematics and statistics will significantly enhance your analytical ability.

Get Certified

certificate
When You Complete This Course

You receive a ‘Certificate of Completion’ signed and addressed personally by me, your guide and mentor – Dhaval Patel

Add and Share this certificate with your Resume/ CV or on your LinkedIn Profile


Math and Statistics For AI, Data Science
US$25
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This course includes:
  • play 11hr : 34min on-demand video
  • lectures 93 Lectures
  • list 18 Quizzes
  • mobile Access on any Device
  • trophy Certificate of completion
  • hourglass Free Lifetime Access

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