Udemy – Python for Data Science and Machine Learning Bootcamp 2020-5 – Downloadly
Description
Python Data Science and Machine Learning Bootcamp , name of the training video series in the field of trade and economics as well as in the areas of knowledge, data and analysis. You’ll explore the training set and learn how the Python programming language can help you get started with learning, knowledge, data, and machine learning. In this course, you will learn how to harness the power of Python for data analysis, etc. Create imagination and using machine learning algorithms can be the power.
This course will help you analyze large amounts of data using Python. Also watch the course video on working with NumPy etc. Pandas., The Seaborn etc. Matplotlib etc. Plotly., Scikit-Learn etc. Learning, Machine etc. Tensorflow and also learning. Also, quotes from the publisher of this course indicate that a minimum level of programming experience may be required to view this course.
Technical Training Course, Python for Data Science and Machine Learning Bootcamp
You value the learning and training content that enables your students to analyze various data in the field of trade and economics. Special training on using Python for parsing and machine learning will also be offered during this period. You can let students watch all the video games in this period, 149 sessions, the training video on your device.
Profile courses:
- Publisher: Udemy
- Lecturer: Jose Portilla, Pierian Data International by Jose Portilla
- Level: Introductory to Advanced
- Duration: 24:54:31
- Number of courses: 165, lesson
- Language: English
Subheadings Python for Data Science and Machine Learning Bootcamp
Course content
165 lectures 24:54:31
Course introduction
3 lectures 07:11
Ambient facility
1 lecture 11:14
Jupyter overview
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 35:05
Python for data visualization – Matplotlib
7 lectures 01:00:08
Python for Data Visualization – Seaborn
9 lectures 01:21:54
Python for Data Visualization – Pandas built-in data visualization
3 lectures 23:44
Python for Data Visualization – Plotly and Cufflinks
3 lectures 22:53
Python for Data Visualization – Geographical Representation
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-validation and bias-variance 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 means clustering
4 lectures 37:21
Principal component analysis
2 lectures 20:24
Recommendation 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 AREA: THANK YOU!
1 lecture 00:10
Previous:
- Some programming experience
- Administrator rights to download files
Images Python for Data Science and Machine Learning Bootcamp
Example film
Instructions for use
After extracting with the player you will get your custom view.
This tutorial has subtitles in English.
The quality of the films is 720p.
Changes:
There is no noticeable change in version 2019/4 compared to 2019/2. Only the training volume has increased by 100 MB.
Version 2019/7 compared to 2019/4 does not change in the number of courses, time and size. Probably a slight modification.
Version 2019/9 compared to 2019/7 approx. 30 seconds, reduced time.
Version 2020/1 compared to 2019/9 a total of 15 lessons and around 2.5 hours more.
Version 2020/5 compared to 2020/1, the number of 1 lesson and 1 minute increased.
Download link
Password file(s): free software
File size
4.46GB