Data Science

Sub Categories

A Crash Course in Causality: Inferring Causal Effects from Observational Data

We have all heard the phrase “correlation does not equal causation.” What, then, does equal causatio...

AI & Law

About this Course This four-week course titled AI and Law explores the way in which the increasing u...

AI Applications in Marketing and Finance

In this course, you will learn about AI-powered applications that can enhance the customer journey a...

AI for Medical Diagnosis

AI is transforming the practice of medicine. It’s helping doctors diagnose patients more accurately,...

ANOVA and Experimental Design

This second course in statistical modeling will introduce students to the study of the analysis of v...

Advanced Computer Vision with TensorFlow

In this course, you will: a) Explore image classification, image segmentation, object localization,...

Advanced Learning Algorithms

In the second course of the Machine Learning Specialization, you will: • Build and train a neural ne...

Advanced Linear Models for Data Science 1: Least Squares

Welcome to the Advanced Linear Models for Data Science Class 1: Least Squares. This class is an intr...

Advanced Linear Models for Data Science 2: Statistical Linear Models

Welcome to the Advanced Linear Models for Data Science Class 2: Statistical Linear Models. This clas...

Algebra and Differential Calculus for Data Science

Are you interested in Data Science but lack the math background for it? Has math always been a tough...

An Intuitive Introduction to Probability

This course will provide you with a basic, intuitive and practical introduction into Probability The...

Analyze Datasets and Train ML Models using AutoML

In the first course of the Practical Data Science Specialization, you will learn foundational concep...

Applied Data Science Capstone

This is the final course in the IBM Data Science Professional Certificate as well as the Applied Dat...

Basic Statistics

Understanding statistics is essential to understand research in the social and behavioral sciences....

Bayesian Statistics

This course describes Bayesian statistics, in which one's inferences about parameters or hypotheses...

Bayesian Statistics: From Concept to Data Analysis

This course introduces the Bayesian approach to statistics, starting with the concept of probability...

Bayesian Statistics: Mixture Models

Bayesian Statistics: Mixture Models introduces you to an important class of statistical models. The...

Bayesian Statistics: Techniques and Models

This is the second of a two-course sequence introducing the fundamentals of Bayesian statistics. It...

Bayesian Statistics: Time Series Analysis

This course for practicing and aspiring data scientists and statisticians. It is the fourth of a fou...

BigQuery Soccer Data Analysis

This is a self-paced lab that takes place in the Google Cloud console. Learn the fundamentals of wri...