Data Science

Sub Categories

Build, Train, and Deploy ML Pipelines using BERT

In the second course of the Practical Data Science Specialization, you will learn to automate a natu...

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 for Medical Diagnosis

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

Advanced Computer Vision with TensorFlow

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

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...

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 capstone project course will give you a taste of what data scientists go through in real life w...

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: Mixture Models

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

Bayesian Statistics: Time Series Analysis

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

Build Basic Generative Adversarial Networks (GANs)

In this course, you will: - Learn about GANs and their applications - Understand the intuition behin...

Build Better Generative Adversarial Networks (GANs)

In this course, you will: - Assess the challenges of evaluating GANs and compare different generativ...

Convolutional Neural Networks

In the fourth course of the Deep Learning Specialization, you will understand how computer vision ha...

Convolutional Neural Networks in TensorFlow

If you are a software developer who wants to build scalable AI-powered algorithms, you need to under...

Custom Models, Layers, and Loss Functions with TensorFlow

In this course, you will: • Compare Functional and Sequential APIs, discover new models you can buil...

Custom and Distributed Training with TensorFlow

In this course, you will: • Learn about Tensor objects, the fundamental building blocks of TensorFlo...

Data Analysis with Python

Learn how to analyze data using Python. This course will take you from the basics of Python to explo...

Data Science Ethics

What are the ethical considerations regarding the privacy and control of consumer information and bi...