Udemy - Python for Data Science and Machine Learning Bootcamp 2020-5 - Download
Description
Python for Data Science and Machine Learning Boot Camp , the name of the training video series in the field of trade and entrepreneurship and in the fields of knowledge, data and analysis can. You will view the training kit and learn how to help start learning the Python programming language, knowledge, data and machine learning (machine learning). In the course, you will learn how to use the power of Python to analyze data, etc. create imagination and use machine learning algorithms, the power can be.
By watching this course, you will be able to analyze very large data with the help of Python. You can also watch a video course on how to work with NumPy, etc. Pandas, The Seaborn, etc. Matplotlib etc. Plotly., Scikit-Learn, etc. Learning, machine, etc. Tensorflow and also learn. Also quotes from the publisher of this course, minimal programming experience is required to view this course.
Technical training course, Python for Data Science and Machine Learning Bootcamp
Your students will evaluate the learning and training available in the training package so that you can analyze various data in the field of commerce and business. Special training for parsing Python and using it for machine learning is also offered during this period. Your students to watch all the video games of this period, 149 sessions, your training video.
Profile courses:
- Publisher: Udemy
- Supervisor: Jose Portilla, Jose Portilla Pierian Data International
- Level: Introductory to Advanced
- Duration Time: 24:54:31
- Number of courses: 165 hours
- Language: English
Subheadings Python for Data Science and Machine Learning Bootcamp
course content
165 lectures 24:54:31
Course introduction
3 lectures 07:11
Setting up the environment
1 lecture 11:14
Jupyter Overview
3 lectures 23:48
A crash course in Python
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 35:05
Python for data visualization - Matplotlib
7 lectures 01:00:08
Python for data visualization - Seaborn
9 lectures 01:21:54
Python for data visualization - Panda's built-in data visualization
3 lectures 23:44
Python for Data Visualization - Plot and Cufflinks
3 lectures 22:53
Python for Data Visualization - Geographic Plotting
5 lectures 40:29
Data Capstone Project
9 lectures 01:18:34
Introduction to Machine Learning
6 lectures 40:53
Linear regression
6 lectures 51:34
Cross-fixation and the displacement-variation trade-off
1 lecture 06:25
Logistic regression
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 Stands for grouping
4 lectures 37:21
Principal component analysis
2 lectures 20:24
Recommender Systems
3 lectures 31:10
Natural language processing
6 lectures 01:18:54
Neural networks and deep learning
30 lectures 05:01:50
Big Data and Spark with Python
12 lectures 01:42:06
BONUS SECTION: THANK YOU!
1 lecture 00:10
Previous:
- Some programming experience
- Administrator rights to download files
Images Python for Data Science and Machine Learning Boot Camp
Sample movie
Manual
After extracting with the player, your custom view.
This tutorial has English subtitles.
High-quality movies are 720p.
Changes:
Version 2019/4 does not show a certain change compared to version 2019/2. Just the size of the training, 100 MB, has increased.
Version 2019/7 compared to 2019/4 there is no change in the number, time and size of courses. Probably a minor modification.
Version 2019/9 compared to version 2019/7 about 30 seconds, reduced time.
Version 2020/1 compared to 2019/9, a total of 15 lessons and about 2.5 hours were added.
Version 2020/5 compared to 2020/1 increased the number of 1 lesson and 1 minute.
Download link
Password file(s): free download software
file size
4.46 GB