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.

4.9

(61 Verified ratings)
949 learners

Last Updated: Jul 19, 2024 4:21 AM

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English

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No Experience
Needed

Start from scratch
and build up

Flexible
Schedule

Learn at your
own pace

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Job-Ready

Acquire essential
job skills

Math and Statistics For AI, Data Science
US$25

Created by:

Dhaval Patel
Enroll Now
This course includes:
  • 11hr : 34min on-demand video
  • 93 Lectures
  • 17 Exercises
  • 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

Course Overview

7 Lectures

What do learners say about this course?

Our content is rated 4.9/5 from 949+ Learners

The way Dhaval Patel and whole codebasics team explained each topic with practical implementations is very Amazing about this course. I liked that this course covered only those topics which are going to be helpful in future and which are actually needed, comparing to those course which include all topics and which creates a fear of learning. Grateful to the whole codebasics team.

Piyush
Piyush Piyush

Student

Best course I've ever seen! Statistics is a vast topic, but Dhaval sir taught it easily and precisely. I love the content of this course. Statistics is the root of the Data Science journey, and I've gained a solid foundation through this course. I'm looking forward to the Data Science Bootcamp soon. Dhaval sir, you are truly a gem in the teaching field. This course feels very realistic, with team meetings, goal setting, and target achievement. I've also cleared my basics of Pandas DataFrame. Thank you so much for this valuable course, sir.

Manisha Kanase
Manisha Kanase

Hello everyone! I am someone who has made a transition to the Data Science field with much aspiration to work in the industry. About the course: it is totally worth your money and your time. The project through which you will get hands-on experience is very carefully designed and has a practical use case. I got good insights on how things work in the industry. About the instructor: to say the least, Dhaval Sir is very experienced and is a fantastic teacher. He has been very patient throughout the entire course and has put much effort in each of the lectures. Also, the support team is very nice; you will get responses and explanations for your doubts.

Debdeep Mitra
Debdeep Mitra Debdeep Mitra

Senior Research Fellow

I have a 10+ years of experience in Software Quality Assurance but want to transition to a Product Management field backed by Data Science knowledge. Data Science is such a huge field in itself it can be overwhelming. Dhaval sir's Data Science roadmap gives you the required strategy for getting yourself upto speed. It gives you the ammunition to conquer the Data Science war (if I may put it in those words). But what after you get the ammunition, you need to know how to use the ammunition as well. These course lectures on Python, Maths & Statistics (I am sure the others are also as well) are so lucidly explained in simple words and real time Jupyter notebook python coding examples, it really gives you the solid foundational knowledge. Needless to say, the quizzes & exercises helps you get a solid grip on the concept. I hope to complete the roadmap ASAP and transition to my aspired field.

All the courses of Codebasics are highly recommended for all who wants to learn & grow in the data field.

Koushik Mukherjee
Koushik Mukherjee Koushik Mukherjee

Software Quality Engineering Lead

I would give this course 5/5 rating. Dhaval has impeccable teaching abilities, and the exercises and quizzes for the course are thoughtfully structured for every chapter. The AtliQo project provided us with an extensive understanding of every concept we had learned in course. I particularly like the AtliQo  project's overall story telling, which included discussions about the realities of work culture, business meetings, and DS responsibility. Dhaval sir is creative and the code basics team is doing exellent job. I am grateful to Dhaval, Hemanand, and the crew. Thanks, Nitin.

Nitin Prakash Avasarmol
Nitin Prakash Avasarmol Nitin Prakash Avasarmol

Senior Application Consultant

View All

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.

Read More →

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

Q.1 Once purchased, is this course available for lifetime access

Yes

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.

No. This course is not part of the Data Analytics Bootcamp.

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.

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Math and Statistics For AI, Data Science
US$25

Created by:

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

Share With Friends

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