Python for Data Science - Data Science Tutorial - Python Tutorial

Overview

Explore Python's role in data science through this comprehensive tutorial. Learn why Python is essential for data science, understand required skills, and discover its applications in various industries. Dive into the data science architecture, key roles, and popular libraries like TensorFlow, PyTorch, and scikit-learn. Gain hands-on experience with Google Colab, data analysis techniques, and machine learning concepts. Master data-driven decision-making and accelerate your career in high-growth areas such as data science, big data analytics, and artificial intelligence.

Syllabus

Introduction
Agenda
Did You Know
Why Learn Python
Why Python
Why Data Science
Skills Required
Data Science
Shopping Example
Netflix Example
No Other Domain
Data Science Architecture
Data Science Roles
tensorflow pytorch and scikitlearn
matplotlib and cbon
Google Collab
Data
QA
Data Analysis
Correlation Map
Machine Learning