Python for Data Science and Machine Learning Bootcamp is a collection of video tutorials for business and business, in the Knowledge and Analysis Branch. You will learn how to use the Python programming language to learn how to use the knowledge of data and machine learning by viewing this tutorial. The course you are about to learn how to use Python’s power to analyze data, create beautiful imagery and use power car learning algorithms.
By viewing this tutorial, you will be able to do a very large data analysis with Python. You will also learn how to work with NumPy, Pandas, Seaborn, Matplotlib, Plotly, Scikit-Learn, Learning Machine, Tensorflow, and more. Also, quoting the publisher of this course, you will need to have at least the programming experience to view this course.
Features of Python for Data Science and Machine Learning Bootcamp
Dear students, you will be able to analyze various business and business data by observing and learning the training available in this training suite. Also included in this tutorial is a special way to use Python to analyze and learn the car. You will have 149 video tutorial sessions for students to view all videos of this course.
- Publisher: Udemy
- Moderator: Jose Portilla, Pierian Data International by Jose Portilla
- Level: Advanced to advanced
- Duration: 22:29:34
- Number of lessons: 149 lessons
- English language
Python for Data Science and Machine Learning Bootcamp headings
149 lectures 22:29:34
3 lectures 07:15
1 lecture 11:14
3 lectures 23:48
Python Crash Course
8 lectures 01:24:13
Python for Data Analysis – NumPy
8 lectures 01:03:43
Python for Data Analysis – Pandas
11 lectures 01:42:36
Python for Data Analysis – Pandas Exercises
5 lectures 35:06
Python for Data Visualization – Matplotlib
7 lectures 01:00:08
Python for Data Visualization – Seaborn
9 lectures 01:21:54
Python for Data Visualization – Pandas Built-in Data Visualization
3 lectures 23:44
Python for Data Visualization – Plotly and Cufflinks
2 lectures at 22:00
Python for Data Visualization – Geographical Plotting
5 lectures 40:29
Date Capstone Project 9 lectures 01:18:35
Introduction to Machine Learning
4 lectures 21:04
6 lectures 51:35
Cross Validation and Bias-Variance Trade-Off
1 lecture 06:25
6 lectures 01:07:29
K Nearest Neighbors
4 lectures 40:42
Decision Trees and Random Forests
5 lectures 44:58
Support Vector Machines
4 lectures 34:58
K Means Clustering
4 lectures 37:21
Principal Component Analysis
2 lectures at 20:24
3 lectures at 31:10
Natural Language Processing
6 lectures 01:18:54
Big Data and Spark with Python
12 lectures 01:42:07
Neural Nets and Deep Learning
10 lectures 01:23:38
APPENDIX: OLD TENSORFLOW VIDEOS (Version 0.8)
7 lectures 01:33:33
BONUS: DISCOUNT COUPONS FOR OTHER COURSES
1 lecture 00:50
- Some programming experience
- Admin permissions to download files
Pictures of Python for Data Science and Machine Learning Bootcamp
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This tutorial has English subtitles.
Movie quality is 720p.
This tutorial was purchased by download. In case of delay in updating, remind us.
The 2019/4 version does not change significantly from 2019/29. Only the 100 MB training volume has increased.
The 2019/7 version did not change the number of lessons and time and volume compared to 2019/4. Probably corrected briefly.
Password (s): www.downloadly.ir