
Learn Data Science and Python Programming Language
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A Structured, Interactive, and Live Teaching Program.
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Next Batch Starts
Nov 13 09:00 AM
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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
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What is Data Science?
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Introduction to Programming.
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What is Algorithm and how to write your own?
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Need for Data-Driven Decisions.
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Introduction to various Data Science tools.
03
Python – Functions and Modules
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Using Inbuilt Python Functions
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Creating Your Own Functions in Python
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Modules and Packages in Python
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Create your own Python Module
05
Data handling in Python
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Introduction to Numerical Python aka NumPy
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NumPy operations
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Handling Images in Python
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Handling other forms of Data in Python
07
Visualization and Data Exploration
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Introduction to Data Visualization
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Basic Charts and Dashboards
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Descriptive Statistics, Dimensions and Measures
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Visual analytics: Storytelling Through Data
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Introduction to Visualisation Libraries – Matplotlib and Seaborn
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Various types of Visualisations in Matplotlib
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Searborn Advantage
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Interactive visualisation in Python
09
Image Manipulation
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Reading Images in Python
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Image to numeric data
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Image manipulations using pillow
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Image manipulation using NumPy
11
MarkDown Scripting language
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Clean Projects using Markdown
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Convert Notebooks into projects
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Clean Scripting without fanfare of HTML
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Write anything using MarkDown
13
DOMAIN EXPOSURE
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Marketing & Retail Analytics – RETAIL DASHBOARD
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Web & Social Media Analytics – WHATSAPP CHATS ANALYTICS
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Finance Analytics – SHARE PRICE PREDICTION
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Create your own App – GUI BASED APP IN PYTHON
02
Python – Core Python Programming
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Introduction to Python
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Python Literals
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Data Structures
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Objects and Operators
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Control flow statements and Loops
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Errors and Exception handling
04
Reading and Writing files from Python
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Open any external file in Python
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Write our data from python to External file
06
Data Manipulation in Python
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Introduction to Pandas
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Tabular Data handling by pandas
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Data manipulation
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Data Cleaning and Data Preparation
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Filtering, sorting and Grouping
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Pivot Tables in Python
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Excel like Operations in Python
08
Text Analytics
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Introduction to non-conventional Data
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Reading Text files in Python
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Manipulating Text data
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Text cleaning and data preparation
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Text analytics
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WordClouds from Textual Data
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Text Encoding to numerical data
10
Task Automation using Python
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Automate some of your task using Python
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Reduce the repetitive tasks to simple codes
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Smart work in Python as compared to Hard work in Excel
12
SQL - DataBase language
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Introduction to SQL
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Querying DataBase using SQL
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SQL queries for Join and Grouping
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Integration of SQL in Python