Python for Data Science

Name: Python for Data Science
Price: 9 USD
Availability: InStock

6h 21m 57s

English

Paid

December 23, 2024

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 Python for Data Science

Join premium to watch

Go to premium

#	Title	Duration
1	Introduction	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