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Data Analytics for Beginners
What is Data Analytics?
Types of Data Analytics
House Price Case Study
Data Analyst Skills
Introduction to Pandas
What is EDA?
Python Libraries for performing EDA
What is NumPy?
Creating Numpy Array
Array manipulation
Advantages of Numpy over List
Difference between Data Analyst and Data Scientist
Data Analysis Interview questions
Introduction
What is Data Science?
Importance of Data Science
Job Prospects in Data Science
Data Science without a Degree
Why Learn Python?
Marketing Yourself as a Data Scientist
Choosing Python as a Programming Language
Importance of LinkedIn Profile and Study Groups
Mastering Python Libraries
Free vs Paid Resources for Learning
Simplilearn's Data Science Program (Sponsor)
Starting to Build Projects
Recommended Books for Learning Data Science
Transitioning to Machine Learning
Optional Skills for Data Scientists
Learning about Git and Github