Full Stack - MERN
Data Science & Gen-AI
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Data Science & Gen-AI
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Learn Sheets, Power BI, Python, SQL, Machine Learning and become Top 1% Data expert.
Curriculum designed and delivered by experts from Google, Microsoft and Amazon.
Build projects like Stock Price Prediction, Song Recommendation, Speech Recognition, Movie Recommendation, Chat Bot, Rain Detection, SQL Query Generator, etc.
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Average CTC
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Highest CTC Job Offer
800+
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Empowering aspiring data scientists with practical expertise.
Practice Everyday
Practitioner-led Live Classes
Booster Practice Sessions
Full Day Doubt Support
Personalized Progress Evaluation
Weekly Test
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Interview Preparation Every Month
Mock Interviews
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Data Scientist
800+ Companies
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33 LPA
Highest Salary
8.2 LPA
Average Salary
800+
Hiring Partners
Delivering impactful outcomes through Practical Learning
Curriculum that makes you job ready
Solve 30+ Business Case Studies
50+ Real-World Project Experience
Programming in Python for Data Science
Course Duration 8 Months
📃 Summary
- Mastering Google Sheets
- Developing Expertise in Power BI
- Acquiring Decision-making Skills
- Enhancing Data Exploration Skills
- Participating in a Virtual Internship at Goldman Sachs
- Participating in a Virtual Internship Focusing on Power BI
Data Management in Google Sheets
- Introduction to Google Sheets
- Explore UI and Basic Features
- Mastering Core Formulas
- Arithmetic, Logical, and Autofill Functions
- Advanced Data Manipulation
- Clean, Format, and Freeze Data
- Text Function Handling
- Manipulate Text with Various Functions
- Excel and Google Sheets Integration
- Integrate and Transform Data with Excel
Advanced Functions in Google Sheets
- Utilizing Lookup Functions
- Employ VLOOKUP, HLOOKUP, INDEX/MATCH
- Special Functions Usage
- Explore IFERROR, XLOOKUP, SUMPRODUCT
- Dashboard Creation Techniques
- Design and Build Effective Dashboards
- Data Visualization Skills
- Implement Charts and Pivot Tools
- Case Study Analysis
- Apply Skills in Real-life Scenarios
Foundational Skills in Power BI
- Introduction to Power BI
- Charts and Dashboard Creation
- Core Data Transformation Techniques
- Advanced Data Handling
- Data Modeling Foundations
Advanced Techniques and Applications in Power BI
- Fundamentals of Data Analysis Using DAX
- Advanced DAX Techniques
- Interactive and Enhanced Report Making
- Power BI Services and Dashboard Management
- Project Application: UN Volunteers Data Analysis
Tools that you'll learn
Outcome
- Amazon Sales Data Analysis
- Myntra Sales Dashboard
- Analyzing the BusinessFeasibility
- Walmart Retail Data Analysis
- Swiggy Food Price Analysis
- YouTube Content Performance
📃 Summary
- Understanding the Purpose and Benefits of Databases
- Mastery of Core SQL Concepts
- Mastery of Advanced SQL Concepts
- Decision Making from Raw Data
- File System vs DBMS
SQL Fundamentals
- Introduction to Database Concepts
- Overview of Database Management Systems
- SQL Installation and Environment Setup
- Basic SQL Syntax and Commands
- Creating and Managing Tables
Data Handling Techniques
- Techniques for Filtering Numeric and Text Data
- Sorting Data and Using DISTINCT
- Employing Aggregate Functions like SUM, MIN, and MAX
- Crafting Advanced Queries with Subqueries
- Grouping Data with GROUP BY and Filtering with HAVING
Advanced SQL Features
- Advanced String and Date Functions
- Implementing Different Types of Joins (INNER, OUTER, CROSS, SELF)
- Utilizing UNION and UNION ALL for Data Merging
- Applying Conditional Logic with CASE Expressions
- Data Type Conversion with CAST and CONVERT
Database Management and Analytics
- Detailed Table Operations and Schema Modifications
- Using Constraints for Data Integrity
- Managing Data with Views and Common Table Expressions (CTEs)
- Analyzing Data with Window Functions like RANK and DENSE_RANK
- Creating and Using Stored Procedures for Repeated Operations
Tools that you'll learn
Outcome
- IPL Data Insights
- Advanced Fraud Detection Analytics
- Merchant's Credit Card Discount Campaign
- Online Betting Game Analysis
📃 Summary
- Improved Logic Building & Problem Solving Skills
- API Integration
- Creating Real-World Projects
- AI-Assisted Pair Programming
Core Python Concepts
- Introduction to Programming Language
- Introduction to Variables and Operators
- Conditional Statements (if-else, Nested if-else)
- Practice with if-else and Understanding Switch-Case (Using Dictionaries as Python Lacks a Switch Statement)
- Introduction to Character Data Types and Built-in Char Functions
- Introduction and Manipulation of String Data Types
- Introduction and Implementation of For Loop (Basic Examples)
- Advanced Usage of For Loop (Working with Complex Data Structures)
- Basic While Loop Usage
- Advanced Scenarios with While Loops
- Lists and Tuples
- Functions and Exception Handling
- Sets and Dictionaries
- Modules and Working with Files
Advanced Python Structures and Projects
- Understanding and Creating Simple Functions
- Advanced Functions and Digit Traversal Techniques
- List: Introduction and Manipulation of Lists
- Tuple: Basic Introduction to Tuples and Their Immutability
- Dictionary: Introduction, Usage, and Manipulation of Dictionaries
- Set: Basic Introduction and Operations on Sets
- Project: Implementing a Rock, Paper, Scissors Game Using OOP Concepts
- Exploring Python Through Various Small Projects
- Python for Automation Tasks
- Introduction to Text-to-Image Generation Using Python Libraries
Tools that you'll learn
Outcome
- Eye Mouse-Cursor Tracking
- Personal AI Assistance
- Game - Ping Pong
- Rock-Paper-Scissors
- Text-to-Image Generation
📃 Summary
- Real-time Collaboration on Projects Using Git and GitHub
- Learn to Analyze Data
- Transform Data into Insightful Visualizations
- Decision Making from Insights
Exploratory Data Analysis (EDA) using Python
- Git
- GitHub
- Introduction to PIP and Modules
- Data Scraping using BeautifulSoup and Selenium
- NumPy Arrays
- Pandas DataFrame
- Data Loading, Storage & File Formats
- Data Cleaning & Preparation
- Data Wrangling: Join, Combine & Reshape
- Data Aggregation & Group Operations
Statistics
- Descriptive Statistics
- Statistical Inference
- Population vs Sample
- Frequency Distributions
- Descriptive Measures
- Central Tendency
- Data Distributions
- Data Pre-processing
Visualization
- Data Visualization with Matplotlib
- Advanced Data Visualization with Seaborn
- Customizing Charts with Plotly and Bokeh
- Building Data Dashboards
Tools that you'll learn
Outcome
- Indian Startups Market Analysis
- Stock Market Financial Crisis Analysis
- Airbnb Data Analysis
📃 Summary
- Automation Using Machine Learning
- Natural Language Processing (NLP) for Text Analysis and Understanding
- Forecasting Based on Time-Series Data
- Types of Machine Learning Algorithms
Machine Learning with Scikit-Learn
- What is Machine Learning?
- Data vs Information
- ML Applications
- Types of Machine Learning
- Linear Regression
- Optimizing Linear Regression
- Polynomial Regression
- Bias-Variance Tradeoff
- Logistic Regression
- Decision Tree
- Ensemble Techniques
- Random Forest
- Feature Engineering Techniques
- PCA
Natural Language Processing
- Text Preprocessing: Tokenization, Lemmatization, Stopword Removal
- Word Frequency Analysis & Visualization
- Regular Expressions for Pattern Matching
- Sentiment Analysis
- Named Entity Recognition (NER) using SpaCy
- Feature Extraction using Bag-of-words & TF-IDF
- Natural Language Processing
Tools that you'll learn
Outcome
- 5+ real-world Projects
- Personal AI voice Assistant
- Practical Experience with Data Analysis
📃 Summary
- Understanding Neural Networks and Their Basics
- Learn Data Warehousing & Visualization
- Understanding IAM Roles for Access Management
Introduction to Deep Learning with TensorFlow & Keras
- Introduction to Neural Networks
- Activation Function
- Feed Forward Neural Networks
- Back Propagation
- Regression using TensorFlow and Keras
Cloud Computing using AWS
- Introduction to Cloud Computing and AWS
- IAM Roles
- Exploring S3, VPC
- Data Warehousing using Redshift
- Data Visualization using Quicksight
Tools that you'll learn
Outcome
- 5+ Real World Projects
- Build Your own LLM
- AWS
100+ hours of Personalised
Career Prep for Accelerated Job Success 🧑🏻💻
Sprint 1
1:1 Expert Counseling
Analyze your strengths, weaknesses, and current market trends to pinpoint areas for rapid skill development.
Sprint 2
Industry Mentor
Get direct feedback and targeted guidance to improve your interview performance and overall career strategy.
Sprint 3
AI-Powered Portfolio Upgrade
Optimize your resume, LinkedIn, and GitHub profiles with cutting-edge AI tools to stand out from the crowd.
Sprint 4
Real-World Coding Challenges
Tackle company-level assignments under strict time limits, mastering interview-style problem-solving.
Your Dream Job
Sprint 7
Placement Drive Success
Access job opportunities from our network of 800+ hiring partners.
Sprint 6
HR Readiness
Master self-introductions, project discussions, and salary negotiations, and confidently explain any career gaps.
Sprint 5
Mock Technical Interviews
Reduce interview anxiety and build confidence through realistic simulations and expert feedback.
100+ hours of Personalised Career Prep
1
1:1 Counselling Session with Experts
2
Industry Mentor Allocation
3
AI-Powered Portfolio Upgrade
4
Real-World Coding Challenges
5
Mock Technical Interviews
6
HR Readiness
Your Dream Job
New Advanced IIT Certification
E&ICT IIT Guwahati for Strengthening Your Skills
IIT Guwahati
is the 6th member of the IIT fraternity, the Indian Institute of Technology Guwahati, was founded in 1994, and its academic programme began in 1995. The institute ranked 7th best institute in India.
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Prestigious Certification
Receive a certification that's recognized and respected in the industry, signifying the high level of your skills and knowledge.
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IIT-Curated Curriculum
Ensure that you're learning the most relevant, up-to-date content that has been carefully reviewed and approved by leading experts from IIT Guwahati.
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Transformative Campus Experience
Experience life at one of India's top institutes with a two-day stay on campus, providing you with a blend of academic learning and campus life experience.
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Inspirational Guest Lectures
Gain insights from some of the brightest minds in academia, offering you a unique perspective on your area of study.
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E&ICT Academy, IIT Guwahati
Geekster partners with E&ICT Academy, IIT Guwahati is a joint venture between the MeitY, Government of India and IIT Guwahati. Prestigious advanced data science and generative AI certification recognized by IIT Guwahati is looked upon very highly by companies' recruiters and your chances of getting shortlisted when you apply for jobs increases significantly.
Geekster partners with E&ICT Academy, IIT Guwahati is a joint venture between the MeitY, Government of India and IIT Guwahati. Prestigious advanced data science and generative AI certification recognized by IIT Guwahati is looked upon very highly by companies' recruiters and your chances of getting shortlisted when you apply for jobs increases significantly.
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