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Data Science Live Online Training

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Course Curriculum

Data Types
Strings in python
Variables and Values
Boolean Types
Loops and Decision Making
Functions

Installation and Instruction

Iteration
Example
Data time Library
Bucketing Library

Getting Data from Internet
JSON
XML
Google API

Beautiful SOAP
Log into Web Server

Basics
Normalization

SQL Integration with Python
Working across Multiple Tables

Numpy Intro
Numpy with Analytics
Pandas Introduction
Pandas Data Reader
Google Finance Data
Time Series Analysis

Data Cleaning
Data Visualization

Sentiment Analysis
Word Cloud
Text Analysis
Topic Modelling

Introduction to Network Analysis
Construct a Simple Network
Graph Drawing
Network Analysis Algorithm

Classification Algorithm
Regresssion
Assignment

KNN Algorithm
Construct a Simple Network
Clustering
Assignment
Project

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