IBM - Data Science Fundamentals
3.7 /5- Offered byCognitive Class
Data Science Fundamentals at Cognitive Class Overview
Duration | 3 hours |
Mode of learning | Online |
Schedule type | Self paced |
Difficulty level | Intermediate |
Credential | Certificate |
Data Science Fundamentals at Cognitive Class Highlights
- Earn badges for your portfolio
- EXPAND YOUR KNOWLEDGE: We have courses for all skill levels
Data Science Fundamentals at Cognitive Class Course details
- IT?S FREE: Our courses are free so you have nothing to lose!
- EARN BADGES: Earn badges for your portfolio
- EXPAND YOUR KNOWLEDGE: We have courses for all skill levels
- The art of uncovering the insights and trends in data has been around since ancient times
- The ancient Egyptians used census data to increase efficiency in tax collection and they accurately predicted the flooding of the Nile river every year
- Since then, people working in data science have carved out a unique and distinct field for the work they do, this field is data science
- In this course, we will meet some data science practitioners and we will get an overview of what data science is today
Data Science Fundamentals at Cognitive Class Curriculum
Data Science 101
Module 1 - Defining Data Science
Module 2 - What do data science people do?
Module 3 - Data Science in Business
Module 4 - Use Cases for Data Science
Module 5 -Data Science People
Data Science Tools
Module 0 - Welcome and Course Introduction
Module 1 - Languages of Data Science
Module 2 - Data Science Tools
Module 3 - Packages, APIs, Data Sets and Models
Module 4 - GitHub
Module 5 - Jupyter Notebooks and JupyterLab
Module 6 - RStudio IDE
Module 7 - Watson Studio
Data Science Methodology
Module 1: From Problem to Approach
Module 2: From Requirements to Collection
Module 3: From Understanding to Preparation
Module 4: From Modeling to Evaluation
Module 5: From Deployment to Feedback
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