كورس يودمي – بايثون في علوم البيانات وتعلم الآلة – تحميل مجاني

Udemy – Python for Data Science and Machine Learning Bootcamp 2020-5

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المدة: 25 ساعة

عدد الفيديوهات: 165

اللغة: الإنجليزية

الحجم: 4.5 جيجا

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محتويات الكورس

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

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الجزء الاول

http://dl3.downloadly.ir/…/Udemy_Python_for_Data…

الجزء الثاني

http://dl3.downloadly.ir/…/Udemy_Python_for_Data…

الجزء الثالث

http://dl3.downloadly.ir/…/Udemy_Python_for_Data

الجزء الرابع

http://dl3.downloadly.ir/…/Udemy_Python_for_Data…

الجزء الخامس

http://dl3.downloadly.ir/…/Udemy_Python_for_Data… 

كلمة سر فك الضغط

www.downloadly.ir

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