Python for Data Science

6h 21m 57s
English
Paid

Course description

Master the key Python skills for data analysis, visualization, statistical analysis, and machine learning. Build a solid foundation for a successful start to your journey in data science.

Watch Online

This is a demo lesson (10:00 remaining)

You can watch up to 10 minutes for free. Subscribe to unlock all 21 lessons in this course and access 10,000+ hours of premium content across all courses.

View Pricing
0:00
/
#1: Introduction

All Course Lessons (21)

#Lesson TitleDurationAccess
1
Introduction Demo
15:09
2
Best Coding Practices
05:32
3
Python & PyCharm (IDE) Configuration
16:09
4
Demo 1: Data Types & Creating Variables
18:39
5
Demo 2: Lists/Matrices/Dictionaries
17:30
6
Demo 3: For-Loops in Python
16:54
7
Demo 4: If-Else Statements
20:00
8
Demo 5: Python Libraries for Data Science
18:04
9
Demo 6: Loading Data in Python
16:06
10
Demo 7: Data Exploration & Preprocessing
14:33
11
Demo 8: Random Data Generation (Data Simulation)
19:53
12
Demo 9: Filtering, Sorting, Grouping
21:08
13
Demo 10: Descriptive Statistics
15:50
14
Demo 11: Merging & Joining Datasets
21:27
15
Demo 12: User Defined Functions (UDF)
13:50
16
Demo 13: Text Cleaning and Preparation in NLP
21:11
17
Demo 14: Data Visualization in Python
20:57
18
Demo 15: Data Sampling (Part 1) - Theory
28:16
19
Demo 16: Data Sampling (Part 2) - Coding
20:34
20
Demo 17: A/B Test Results Analysis (Part 1) - Theory
22:49
21
Demo 18 - A/B Test Results Analysis (Part 2) - Coding
17:26

Unlock unlimited learning

Get instant access to all 20 lessons in this course, plus thousands of other premium courses. One subscription, unlimited knowledge.

Learn more about subscription

Books

Read Book Python for Data Science

#Title
1Python_Cheat_Sheet

Comments

0 comments

Want to join the conversation?

Sign in to comment

Similar courses

The Fundamentals of Programming with Python

The Fundamentals of Programming with Python

Sources: techwithtim.net (Tim Ruscica)
Learn the Python programming language from scratch. This series is designed for complete beginners and will walk you through the python programming language. Ab
4 hours 18 minutes 50 seconds
Full Web Apps with FastAPI

Full Web Apps with FastAPI

Sources: Talkpython
FastAPI has burst on to the Python web scene. In fact, the 2020 PSF developer survey shows FastAPI going from off the radar to the 3rd most popular and fastest
7 hours 12 minutes 4 seconds
Django 3 - Full Stack Websites with Python Web Development

Django 3 - Full Stack Websites with Python Web Development

Sources: udemy
Have you ever wanted to create a Web application but didn't know where to start? Have you previously tried to learn Django but got fed up with incomplete YouTub
8 hours 25 minutes 19 seconds
API Testing with Python 3 & PyTest, Backend Automation 2022

API Testing with Python 3 & PyTest, Backend Automation 2022

Sources: udemy
Learn how to use Python to test the back-end of web services or APIs. We use industry standard real eCommerce RESTful API to practice testing using Python progr
13 hours 59 minutes 14 seconds
Coding with AI

Coding with AI

Sources: Jeremy Morgan
Let's be realistic. You would like to delegate many tedious software development tasks to an assistant - and now it's possible! Tools for...