Data Science Fundamentals

Overview

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Dive into the world of data science with this comprehensive 4.5-hour video series designed for beginners. Learn essential tools and methods for data exploration, manipulation, cleaning, and analysis using Python and Pandas. Set up your data science environment with Anaconda, master SQL queries, and explore linear regression. Discover hidden gem free data science courses and complete a hands-on deep learning image classifier project. Finally, create your own data science portfolio website using Hugo and Github Pages to showcase your newfound skills.

Syllabus

How to Set Up Your Data Science Environment (Anaconda Beginner).
Data Science Fundamentals: Data Exploration in Python (Pandas).
Data Science Fundamentals: Data Manipulation in Python (Pandas).
Data Science Fundamentals: Data Cleaning in Python.
Data Science Fundamentals: Linear Regression.
Data Science Fundamentals: SQL Queries.
The Best Free Data Science Courses Nobody is Talking About.
Data Science Project Example Start to Finish (Deep Learning Image Classifier).
How to Build a Data Science Portfolio Website with Hugo & Github Pages [feat. Data Professor].