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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.
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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Here is a list of our other full course videos, you can check out:
Data Science Tutorial: https://www.youtube.com/watch?v=u2zsY-2uZiE&t=680s
Python for Data Science: https://www.youtube.com/watch?v=edvg4eHi_Mw&t=15700s
Machine Learning with Python: https://www.youtube.com/watch?v=RnFGwxJwx-0&t=8732s
Statistics for Data Science: https://www.youtube.com/watch?v=Vfo5le26IhY&t=189s
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About Great Learning:
With more than 5.4 Million+ learners in 170+ countries, Great Learning, a part of the BYJU’S group, is a leading global edtech company for professional and higher education offering industry-relevant programs in the blended, classroom, and purely online modes across technology, data and business domains. These programs are developed in collaboration with the top institutions like Stanford Executive Education, MIT Professional Education, The University of Texas at Austin, NUS, IIT Madras, IIT Bombay & more.
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