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
0:00
/ #1: Introduction
All Course Lessons (21)
| # | Lesson Title | Duration | Access |
|---|---|---|---|
| 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 subscriptionBooks
Read Book Python for Data Science
| # | Title |
|---|---|
| 1 | Python_Cheat_Sheet |
Comments
0 commentsWant to join the conversation?
Sign in to commentSimilar courses
Data Analysis for Beginners: Python & Statistics
Sources: zerotomastery.io
This course is your first step into the world of data analysis using one of the main tools for analysts - Python. Without complicated terms, advanced...
6 hours 34 minutes 20 seconds
REST APIs with Flask and Python
Sources: udemy
Are you tired of boring, outdated, incomplete, or incorrect tutorials? I say no more to copy-pasting code that you don’t understand. Welcome to one of the best resources online ...
11 hours 56 minutes 4 seconds
Compilers, Interpreters and Formal Languages
Sources: Gustavo Pezzi
This course is a beginner-friendly introduction to compilers. We will gradually develop an interpreter for a simple scripting language.
28 hours 52 minutes 1 second
100 Days of Code - The Complete Python Pro Bootcamp for 2023
Sources: udemy
Welcome to the 100 Days of Code - The Complete Python Pro Bootcamp, the only course you need to learn to code with Python. With over 100,000 reviews and a 4.8 a
58 hours 35 minutes 40 seconds
Python Django - The Practical Guide
Sources: Academind Pro
Learn how to build web applications and websites with Python and the Django framework. Python is the most popular programming language of the world - it's versatile, easy to lea...
22 hours 54 minutes 38 seconds