Data Science Courses

All Data Science Courses

We found 15 courses available for you

Data Architecture

20 hours
65 Lessons

Modern business decisions stem from data insights. But much of …

What you'll learn
You’ll plan, design and implement enterprise data infrastructure solutions and create the blueprints for an organization’s data management system.
You’ll create a relational database to build a cloud based data warehouse, and design scalable data lake architecture that meets the needs of Big Data.
You’ll learn how to apply the principles of data governance to an organization’s data management system.

Predictive Analytics

55 hours
103 Lessons

Predictive Analytics is an area of statistics and data analysis …

What you'll learn
Predictive Analytics
Customer Analytics
Regression Analysis
Marketing Performance Measurement

Statistics for Data Science

7.5 hours
36 Lessons

Data Science is the hottest job of the 21st century …

What you'll learn
Understand the fundamentals of statistics
How to plot different types of data
Calculate correlation and covariance
Perform hypothesis testing
Make data driven decisions
Understand the mechanics of regression analysis
Learn how to work with different types of data
Distinguish and work with different types of distributions

Natural Language Processing with Python

10 hours
41 Lessons

Natural Language Processing (NLP) is a fusion of ML, AI, …

What you'll learn
Understanding of how to use the Natural Language Tool Kit.
Be able to load and manipulate your own text data.
Know how to formulate solutions to text based problems.
Know when it is appropriate to apply solutions.

R Programming for Data Science

12 hours
47 Lessons

R Programming is a language for statistical computing and graphics …

What you'll learn
Understand critical programming language concepts
Configure statistical programming software
Make use of R loop functions and debugging tools
Collect detailed information using R
Learn how to create variables
Understand the Normal distribution

Python for Data Science

18 hours
63 Lessons

This introduction to Python will kickstart your learning of Python …

What you'll learn
Learn to use NumPy for Numerical Data
Learn to use Matplotlib for Python Plotting
Learn to use Pandas for Data Analysis
Learn to use Seaborn for statistical plots

Data Science with Python

40 hours
132 Lessons

Learn how to code in Python for data science, then …

What you'll learn
Learn techniques to deal with different types of data – ordinal, categorical, encoding
Learn data visualization
Using I python notebooks, master the art of presenting step by step data analysis
Work with real-time data
Learn tools and techniques for predictive modeling
Explain Time Series and its related concepts

Google Cloud Architect

24 hours
90 Lessons

This program provides the skills you need to advance your …

What you'll learn
Design and plan a cloud solution architecture
Manage and provision the cloud solution infrastructure
Design for security and compliance
Analyze and optimize technical and business processes
Manage implementations of cloud architecture
Ensure solution and operations reliability