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  • Duration 4.5 months*
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Data Science & AI

About this course


EarnWealth Academy's Udaan offers a of Data Science & AI course designed to get you a Job in Data Science & AI. Students are taught everything they need to know to build and launch software products, right through graduation. Through our proven method of teaching by working on a full-blown product, we give our students real world experience and the skills required to work in a Data Science & AI. AI is essential in today's world to get the work done in innovative way.


Syllabus

Module 1: Introduction to Computer Programming


Programming with Python

  • Introduction to Python
  • Data Types
  • Indexing & Slicing
  • Operators
  • Functions & Methods

Python Control Flow

  • Statements & Conditions
  • Iteratitiveness
  • Conditional Loops
  • Advanced Looping

Object Oriented Programming

  • Creating Functions
  • OOPs in Python
  • Exception Handling

Module 2: Data Handling in Python


Data Structures & Algorithms

  • Fundamentals of Data Structures
  • String Operations
  • Fundamentals of Recursion
  • Advanced Recursion
  • Introduction to Algorithm

Data Structures & Algorithms

  • Using Matplotlib & Seaborn
  • Data Vizualization Tips & Best practices
  • Exploratory Data Analysis - Case Study

Data wrangling Libraries

  • Introduction to Pandas & Numpy
  • Fundamentals of Data Wrangling
  • Advanced Data Wrangling
  • Working with Time Series Data
  • Data Cleaning Techniques
  • Handling Data in Different Formats
  • Web Scraping using Python

Module 3: Relational Databases


Getting Started with SQL

  • Introdcution to different types of Databases
  • Introduction of SQL
  • Useing SQL in data operations
  • Advanced SQL Joins

In-Built Functions

  • String Functions
  • Using Mathematical Functions
  • DateTime Functions
  • Advanced functions in SQL

Data Preparation with SQL

  • Advanced SQL Queries Utilizing CTE and Pivot Operations
  • Exploring Data Using SQL and Python
  • Indexes and Views
  • Data Normalization and Schema creation

Module 4: Visualization of Data


Data Analysis using Excel

  • Introduction to Excel Ecosystem
  • Creating Charts
  • Planning Dashboards
  • Create Dashboards

Data presentation concepts

  • Introduction of Excel functions
  • Built-in functions for data analysis
  • Preparing reports using Excel

Using PowerBI

  • Create Dashboard using Power BI
  • ETL Concepts using Power BI
  • Fundamentals of Power Query and Power BI Dataflows

Module 5: Applied Statistics


  • Fundamentals of Statistics for Data Science
  • Advanced Statistics for Data Science

Understading Key Statistical application in Data Science

  • Descriptive Statistics
  • Probability Basics
  • Probability Distributions
  • Correlation and Regression
  • Statistical Software Tools
  • Data Ethics and Statistics
  • Data Sampling

Module 6: Introduction to Machine Learning and its relation with AI


Fundamentals of ML

  • Introduction to Machine Learning
  • Supervised Models
  • Implementation of Supervised Model
  • Unsupervised Models
  • Implementation of Unsupervised Model

Training your data

  • Data Preparation for ML Models
  • Model Performance
  • Data training techniques
  • Case Study

Understanding AI

  • 8 Stages of AI
  • Relationship Between AI and ML
  • Introduction to LLM
  • Using APIs of Chat GPT
  • Create Chatbot using ChatGPT APIs

This Course is for


Students are taught everything they need to know to build and launch software products, right through graduation. Through our proven method of teaching by working on a full-blown product, we give our students real world experience and the skills required to work in a Data Science & AI.

Contact Details


For more details, feel free to contact us.

Office No-409,C-Wing KPCT Mall, Fathima Nagar, Wanwari, Pune - 411040

+91 - 9226291810

academy@earnwealth.in