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
Apache Spark Certification Training
Sources: Florian Roscheck
Apache Spark is a core data skill - here is how to show you got it! Learn Apache Spark from the ground up and show off your knowledge with the Databricks Associate Developer for...
15 hours 13 minutes 1 second
The Software Architect Mindset (COMPLETE)
Sources: ArjanCodes
The course "The Software Architect Mindset" teaches the fundamentals of software architecture and provides practical advice on creating software products...
12 hours 6 minutes 39 seconds
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
Deep Learning with Python, Third Edition
Sources: Matt Watson, François Chollet
"Deep Learning with Python," third edition, is a bestseller that makes deep learning technologies accessible to everyone. In the new...
A/B Testing for Data Science
Sources: LunarTech
Stand out in the competitive job market in the field of data science. Master A/B testing - a skill highly valued by employers. Learn...
1 hour 47 minutes 56 seconds