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Showing posts with label data scince. Show all posts
Showing posts with label data scince. Show all posts

Wednesday, August 14, 2019

Python for Data Science and Machine Learning Video Course DVD



Course content

149 Lessons
Overall Duration : 22:29:34

Course Introduction
3 Lessons
Duration : 07:15

Environment Set-Up
Lesson
Duration : 11:14

Jupyter Overview
3 Lessons
Duration : 23:48

Python Crash Course
8 Lessons
Duration : 01:24:13

Python for Data Analysis - NumPy
8 Lessons
Duration : 01:03:43

Python for Data Analysis - Pandas
11 Lessons
Duration : 01:42:36

Python for Data Analysis - Pandas Exercises
5 Lessons
Duration : 35:06

Python for Data Visualization - Matplotlib
7 Lessons
Duration : 01:00:08

Python for Data Visualization - Seaborn
9 Lessons
Duration : 01:21:54

Python for Data Visualization - Pandas Built-in Data Visualization
3 Lessons
Duration : 23:44

Python for Data Visualization - Plotly and Cufflinks
2 Lessons
Duration : 22:00

Python for Data Visualization - Geographical Plotting
5 Lessons
Duration : 40:29

Data Capstone Project
9 Lessons
Duration : 01:18:35

Introduction to Machine Learning
4 Lessons
Duration : 21:04

Linear Regression
6 Lessons
Duration : 51:35

Cross Validation and Bias-Variance Trade-Off
1 lecture
Duration : 06:25

Logistic Regression
6 Lessons
Duration : 01:07:29

K Nearest Neighbors
4 Lessons
Duration : 40:42

Decision Trees and Random Forests
5 Lessons
Duration : 44:58

Support Vector Machines
4 Lessons
Duration : 34:58

K Means Clustering
4 Lessons
Duration : 37:21

Principal Component Analysis
2 Lessons
Duration : 20:24

Recommender Systems
3 Lessons
Duration : 31:10

Natural Language Processing
6 Lessons
Duration : 01:18:54

Big Data and Spark with Python
12 Lessons
Duration : 01:42:07

Neural Nets and Deep Learning
10 Lessons
Duration : 01:23:38

APPENDIX: OLD TENSORFLOW VIDEOS (Version 0.8)
7 Lessons
01:33:33

TABLEAU 2018 Tableau Training For Data Science Video Training Course DVD




Course content

73  Lessons
Duration : 08:08:35

It's super easy to get Started
6 Lessons
Duration :21:14

Tableau Basics: Your First Bar chart
8 Lessons
Duration :51:49

Time series, Aggregation, and Filters
6 Lessons
Duration :47:24

Maps, Scatterplots, and Your First Dashboard
7 Lessons
Duration :58:14

Joining and Blending Data, PLUS: Dual Axis Charts
9 Lessons
Duration :01:17:59

Table Calculations, Advanced Dashboards, Storytelling
11 Lessons
Duration :1:07:34

Advanced Data Preparation
7 Lessons
Duration :39:22

Clusters, custom territories, design features
9 Lessons
Duration :01:02:35

What's new in Tableau 2018
10 Lessons
Duration :01:02:28