Description
Python for Data Science and Machine Learning Bootcamp , is the name of the video training series in the field of business and data science and analysis. You will learn how to start learning data knowledge and machine learning with the help of Python programming language. The course ahead of you is to learn how to use the power of Python to analyze data, create beautiful visualizations and use powerful machine learning algorithms.
By watching this training course, you will be able to analyze very large data with the help of Python. You will also learn how to work with NumPy, Pandas, Seaborn, Matplotlib, Plotly, Scikit-Learn, Machine Learning, Tensorflow and more by watching this video course. Also, according to the publisher of this training course, you need to have minimum programming experience to view this course.
Features of the Python for Data Science and Machine Learning Bootcamp training course
Dear students, you will be able to analyze various data in the field of trade and business by watching and learning the trainings available in this training series. Also, in this training course, how to use Python for parsing and machine learning is specially provided for you. You students will have 149 video training sessions in front of you to view all the videos of this course.
Details of the training course:
- Publisher: Udemy
- Instructor: Jose Portilla, Pierian Data International by Jose Portilla
- Level: Introductory to Advanced
- Duration: 24:54:31
- Number of lessons: 165 lessons
- English language
Python for Data Science and Machine Learning Bootcamp topics
Course content
165 lectures 24:54:31
Course Introduction
3 lectures 07:11
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 35:05
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 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 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 05:01:50
Big Data and Spark with Python
12 lectures 01:42:06
BONUS SECTION: THANK YOU!
1 lecture 00:10
prerequisites:
- Some programming experience
- Admin permissions to download files
Images of Python for Data Science and Machine Learning Bootcamp
Sample video
user manual
After extracting, watch with your favorite player.
This tutorial has English subtitles.
The quality of the videos is 720p.
Changes:
Version 2019/4 does not show any significant changes compared to 2019/2. Only the size of the training has increased by 100 MB.
The 2019/7 version has not changed in the number of courses, time and volume compared to 2019/4. It has probably been slightly modified.
The 2019/9 version has reduced the time by about 30 seconds compared to 2019/7.
The 2020/1 version has increased the number of 15 lessons and about 2.5 hours compared to 2019/9.
Version 2020/5 has increased the number of 1 lesson and 1 minute compared to 2020/1.
download link
Password file(s): www.downloadly.ir
Size
4.46 GB
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