Python Data Science Bootcamp 2024: Zero to Machine Learning
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5:40:10
1 -Introduction.mp4
02:11
2 -An Introduction to Python for Data Science.mp4
15:51
3 -Getting Started.mp4
08:49
4 -Creating your Jupyter Notebook.mp4
22:12
5 -Cell Types and its usage.mp4
14:02
6 -Learning about Variables- Part 1.mp4
18:59
7 -Strings, Integers, Floats and Booleans.mp4
16:26
8 -Lists and Tuples.mp4
15:18
9 -Learning about Sets.mp4
11:08
10 -A Dictionary.mp4
10:20
11 -The CRUD for Lists.mp4
27:11
12 -The CRUD for Dictionary.mp4
19:24
13 -If, Else and Elif Statement.mp4
22:30
14 -IN Statement.mp4
13:23
15 -Understanding about the For Loop.mp4
20:19
16 -About Continue, Break and Pass.mp4
16:18
17 -About the While Statement.mp4
19:25
18 -How to Loop Through Dictionaries.mp4
14:59
19 -The List Comprehensions.mp4
07:55
20 -Defining a Function.mp4
08:03
21 -Understanding Positional Arguments.mp4
15:22
22 -Having Multiple Positional Arguments.mp4
07:45
23 -Class Project 1.mp4
05:23
24 -Class Project 2.mp4
06:57
More details
Course Overview
This comprehensive bootcamp teaches Python for data science from scratch, covering data analysis, visualization, and machine learning with real-world applications.
What You'll Learn
- Master Python fundamentals for data science
- Clean and analyze data with Pandas and NumPy
- Build machine learning models with Scikit-learn
Who This Is For
- Beginners with no programming experience
- Aspiring data scientists and analysts
- Professionals transitioning to data careers
Key Benefits
- Hands-on projects with real datasets
- No prior experience required
- Job-ready data science skills
Curriculum Highlights
- Python Programming Fundamentals
- Data Analysis with Pandas
- Machine Learning Basics
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Category
- language english
- Training sessions 24
- duration 5:40:10
- Release Date 2025/04/26
