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.

Last Updated: Jun 12, 2024 5:56 AM

|

English

Free Lifetime Access

No Experience
Needed

Start from scratch
and build up

Flexible
Schedule

Learn at your
own pace

Get
Job-Ready

Acquire essential
job skills

Math and Statistics For AI, Data Science
US$25

Created by:

Enroll Now
This course includes:
  • 11hr : 34min on-demand video
  • 93 Lectures
  • 18 Quizzes
  • Access on any Device
  • Certificate of completion

Share With Friends

Free Lifetime Access

No Experience Needed

Start from scratch
and build up

Flexible Schedule

Learn at your
own pace

Get Job-Ready

Acquire essential
job skills

What you'll learn in our Math & Stats course?

  • 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

Course Curriculum

93 Lectures   |   11hr : 34min

What do learners say about this course?

Our content is rated 4.9/5 from 927+ Learners


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.


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.


Frequently Asked Questions

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

Q.1 Can I add this course to my resume

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.

Q.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.

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.

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.

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.

Q.1 What are the things I need to know before starting this course? Also, will it help me learn 'Math & Statistics' from scratch for data science?

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.

Math and Statistics For AI, Data Science
US$25

Created by:

Enroll Now
This course includes:
  • 11hr : 34min on-demand videos
  • 93 Lectures
  • 18 Quizzes
  • Access on any Device
  • Certificate of completion

Share With Friends

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