Python for Data Science | Data Science with Python | Python for Data Analysis | 11 Hours Full Course

Published: 14 January 2020
on channel: Great Learning

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Hey Folks! Watch this 10-hour tutorial on Python For Data Science! Python is one of the most famous programming languages globally and is favored in data science because of its simple and flexible syntax, its ability to work with multiple paradigms, and the ease with which it combines with other software components. These factors have made Python the most popular programming with data science, which is why so many people want to learn it today. Great Learning brings you Python for data science full course to help you understand everything you need to know about this topic and get started on the journey to learn about it well.

Data science with python starts focuses on an introduction to Python and Python IDEs, followed by looking at data structures in Python. Then we look at object-oriented programming.

Following this, in python for data science tutorial will get to know more about Python libraries:
✔ NumPy
✔ Pandas
✔ Matplotlib
✔ Seaborn
✔ Linear and Logistic regression
✔ Time-series
This video teaches Python For Data Science and its key functions and concepts with a variety of demonstrations & examples to help you get started on the right foot.

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🏁 Topics Covered:
Introduction - 0:00
1. Basics of Python - 5:55
2. Python Data Structures - 21:11
3. Flow Control Statements in Python - 33:18
4. Object-Oriented Programming in Python - 55:20
5. Numerical Computing with Numpy - 1:10:03
6. Data Manipulation with Pandas - 1:28:48
7. Data Visualization with Matplotlib - 1:51:45
8. Linear Regression Algorithm - 2:15:28
9. Logistic Regression Algorithm - 5:31:45
10. Naive Bayes Algorithm - 6:55:05
11. K-means clustering - 8:29:25
12. Hierarchical Clustering - 10:34:55

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