Turi Create Crash Course (Data Analysis & ML in Python)

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In this tutorial we will explore Turi Create , a python library developed by Apple for data analysis and machine learning. It works on SFrame, a scalable, tabular, column-mutable dataframe object.

==Installation==
pip install turicreate

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⏲️===TimeStamps===⏲️
0:00 Intro
00:57 Install Turicreate
02:30 Importing Package & Exploring Methods
03:40 How to create DataFrames(SFrame)
04:30 Method 1: Creating Dataframe from Dictionary
05:45 Method 2: Creating Dataframe from Pandas
07:30 Reading Data From CSV
9:00 Basics EDA
10:00 Check Shape and Number of Rows and Columns
10:45 Check Columns & Datatype
11:35 Selection of Columns
14:10 Plot Value Counts
15:00 Exploring Methods
16:00 Applying Functions to SFrame
17:00 Show Plots
17:40 Delete/Remove Columns
19:50 Save Dataset
20:40 Reload SFrame
21:00 Recap

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J-Secur1ty JCharisTech

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