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
الجزء الثاني
الجزء الثالث
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