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Learn Data Science and Python Programming Language

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A Structured, Interactive, and Live Teaching Program. 
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CERTIFICATION PROGRAM IN 

PYTHON & DATA SCIENCE

AcadsTech - Learn From the Best

PROGRAM BENEFITS

PROGRAM CURRICULUM

01

INTRODUCTION TO DATA SCIENCE AND PROGRAMMING

  • What is Data Science?

  • Introduction to Programming.

  • What is Algorithm and how to write your own?

  • Need for Data-Driven Decisions.

  • Introduction to various Data Science tools.

03

Python – Functions and Modules

  • Using Inbuilt Python Functions

  • Creating Your Own Functions in Python

  • Modules and Packages in Python

  • Create your own Python Module

05

Data handling in Python

  • Introduction to Numerical Python aka NumPy

  • NumPy operations 

  • Handling Images in Python

  • Handling other forms of Data in Python 

07

Visualization and Data Exploration

  • Introduction to Data Visualization 

  • Basic Charts and Dashboards

  • Descriptive Statistics, Dimensions and Measures

  • Visual analytics: Storytelling Through Data 

  • Introduction to Visualisation Libraries – Matplotlib and Seaborn

  • Various types of Visualisations in Matplotlib

  • Searborn Advantage

  • Interactive visualisation in Python

09

Image Manipulation

  • Reading Images in Python

  • Image to numeric data

  • Image manipulations using pillow

  • Image manipulation using NumPy

11

MarkDown Scripting language

  • Clean Projects using Markdown

  • Convert Notebooks into projects

  • Clean Scripting without fanfare of HTML

  • Write anything using MarkDown

13

DOMAIN EXPOSURE

  • Marketing & Retail Analytics – RETAIL DASHBOARD

  • Web & Social Media Analytics – WHATSAPP CHATS ANALYTICS

  • Finance Analytics – SHARE PRICE PREDICTION

  • Create your own App – GUI BASED APP IN PYTHON

02

Python – Core Python Programming

  • Introduction to Python

  • Python Literals

  • Data Structures

  • Objects and Operators

  • Control flow statements and Loops

  • Errors and Exception handling

04

Reading and Writing files from Python

  • Open any external file in Python

  • Write our data from python to External file

06

Data Manipulation in Python

  • Introduction to Pandas

  • Tabular Data handling by pandas

  • Data manipulation 

  • Data Cleaning and Data Preparation

  • Filtering, sorting and Grouping 

  • Pivot Tables in Python

  • Excel like Operations in Python

08

Text Analytics

  • Introduction to non-conventional Data

  • Reading Text files in Python

  • Manipulating Text data

  • Text cleaning and data preparation

  • Text analytics

  • WordClouds from Textual Data

  • Text Encoding to numerical data

10

Task Automation using Python

  • Automate some of your task using Python

  • Reduce the repetitive tasks to simple codes

  • Smart work in Python as compared to Hard work in Excel

12

SQL - DataBase language

  • Introduction to SQL

  • Querying DataBase using SQL

  • SQL queries for Join and Grouping

  • Integration of SQL in Python