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Description

Python for Data Science and Machine Learning Bootcamp is the name of a collection of video training in business and business and in the field of data and analytics. By learning this tutorial, you will learn how to start learning Machine Learning data and machine learning with the help of the Python programming language. The course ahead will teach you how to use Python power to analyze data, create beautiful imagery, and use power machine learning algorithms.

By watching this course you will be able to analyze very big data with the help of Python. You will also learn how to work with NumPy, Pandas, Seaborn, Matplotlib, Plotly, Scikit-Learn, Learning Machine, Tensorflow and more by watching this video course. You also need to have a minimum programming experience to view this course, according to the publisher of this course.

Features of the Python for Data Science and Machine Learning Bootcamp course

Dear students, by analyzing and learning the lessons in this set, you will be able to analyze various data in the field of business and business. This course also provides you with a tutorial on how to use Python for parsing and machine learning. Students will have 149 video tutorials to watch all the videos in this course.

Course specification:

  • Publisher: Udemy
  • Tutor: Jose Portilla, Pierian Data International by Jose Portilla
  • Level: Basic to Advanced
  • Duration: 24:53:31
  • Number of lessons: 164 lessons
  • English language

Python headers for Data Science and Machine Learning Bootcamp

Course content
164 lectures 24:53:31

Course Introduction
3 lectures 07:15

Environment Set-Up
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 35:06

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 22:00

Python for Data Visualization – Geographical Plotting
5 lectures 40:29

Data Capstone Project
9 lectures 01:18:35

Introduction to Machine Learning
6 lectures 40:48

Linear Regression
6 lectures 51:35

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

Recommender Systems
3 lectures 31:10

Natural Language Processing
6 lectures 01:18:54

Neural Nets and Deep Learning
30 lectures 05:01:51

Big Data and Spark with Python
12 lectures 01:42:07

BONUS SECTION: THANK YOU!
1 lecture 00:11

prerequisites:

  • Some programming experience
  • Admin permissions to download files

Python images for Data Science and Machine Learning Bootcamp

Python for Data Science and Machine Learning Bootcamp

Sample movie

user manual

View with your favorite Player after Extract.

This tutorial has English subtitles.

Video quality is 720p.

This tutorial was purchased by Downloadley. Remind us if you\’re late for an update.

Changes:

Version 2019/4 does not show any changes compared to 2019/2. Only 100 MB of training has been increased.

Version 2019/7 has no change in the number of lessons, time and volume compared to 2019/4. Probably made a slight correction.

Version 2019/9 has a reduction of about 30 seconds compared to 2019/7.

Version 2020 has 15 lessons and a 2.5 hour increase compared to 2019/9.

Version 2020/2 is only a few seconds slower than 2020/1 and therefore has not been updated.

download link

Download Section 1 – 1 GB

Download Section 2 – 1 GB

Download Section 3 – 1 GB

Download Section 4 – 1 GB

Download Section 5 – 474 MB

File password (s): www.downloadly.ir

Size

4.46 GB

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