Gen AI & Data Science Bootcamp: With Practical Job Placement Support

Break into tech with Gen AI & Data Science Bootcamp designed to get you hired. Learn directly from …

Ali Hamza
15
96h
1
(0)

Break into tech with Gen AI & Data Science Bootcamp designed to get you hired. Learn directly from industry pros. With real-world projects, build a portfolio that stands out, and get job-ready with virtual internships and placement support. Emerge ready for roles like Data Scientist, Machine Learning Engineer, NLP Engineer, or AI Engineer. Benefit from dedicated guidance and lifetime content validity.

What Will You Learn?

Foundations of AI & Machine Learning
Understanding how AI works
Basics of machine learning algorithms
Difference between traditional AI and Generative AI
Large Language Models (LLMs)
How models like ChatGPT, Claude, Gemini work
Prompt engineering – crafting effective prompts to get accurate results
Fine-tuning LLMs for specific industries or tasks
Generative AI Tools & Platforms
Text tools: ChatGPT, Claude, Jasper AI
Image tools: Midjourney, DALL·E, Stable Diffusion
Video tools: Synthesia, Pika Labs, Runway ML
Code tools: GitHub Copilot, Tabnine
Practical Skill
Content creation – blogs, marketing copies, scripts
Image & video creation – AI-powered design for ads & branding
AI coding assistance – building apps & automations faster
Data analysis – summarizing and visualizing data with AI
Building Your Own Gen AI Projects
Creating custom chatbots
Developing AI-powered websites & apps
Using APIs (like OpenAI API) for automation
Building AI workflows for businesses
6. Ethics & Responsible AI Use
Understanding AI bias and data priacy
Avoiding misuse (deepfakes, plagiarism, misinformation)
Legal aspects of AI-generated content
Career & Business Applications
Freelancing with AI – offering AI-based services
AI in marketing, education, healthcare, software, and finance
How to monetize AI skills in real-world scenarios

Course Curriculum

Bootcamp Introduction
Welcome to The Gen AI and Data Science Bootcamp Experience

Welcome to the Bootcamp Experience

06:52

Python:
Beginner to Advanced For Data Professionals

welcome to the pathon experience
project description
python basics:getting started
python basics :variables,Numbers and strings
python Basics: list, If condition and for loop
python Basics:Functios:Distionaries,Tuples and File Hndling
Python Basic: Classes and Exceptions Handling
Python Basics: Numpy
Python Basics: EDA Using Pandas, Matplotlib and Seaborn
Exploratory Data Analytics (EDA) in Hospitality Domain
Comprehensive and Sets
JSON, Generators, and Decorators
Python Advanced , APls
Logging, Pytest, Pydantic and Databases
Expenses Tracking System

Online Credibility
Online Credibility

SQL (Basics)
SQL for Data Science

Math and Statistics
Math and Statistics For AI, Data Science

Data & Visualization Basics
Measures of Central Tendency and Dispersion
Probability Theory
Distributions
AtliQo Bank Project
PHASE1: Find Terget Market
Central Limit Theorem
Hypotheses Testing
PHASE2:A/B Testing For New Credit Card
Advanced Hypothesis Testing (Bonus Section)

Online Credibility & Domain Knowledge
Online Credibility & Domain Knowledge Course

Machine Learning
Master Machine Learning for Data Science & AI: Beginner to Advanced

Machine Learning Basics
Supervised Machine Learning: Regression
Supervised Machine Learning: Clasification
Ensemble Learning
Model Evaluation & Fine Tuning
ML Project Life Cycle
Features Engineering
Unsupervised Learning
Project1:Healthcare Premium Prediction (Regression)
Project 2: Credit Risk Modeling (Classification)
ML OPs & Cloud Tools

Job Assistance Portal, ATS Resume & Portfolio Website
Job Assistance Portal, ATS Resume & Portfolio Website

Deep Learning
Deep Learning: Beginner to Advanced

Getting Started
Neural Networks : Fundamentals
Getting Started with Pytorch
Neural Networks : Training
Model Optimization : Training Algorithms
Model Optimization: Regularization Techniques
Model Optimization : Hyperparameter Tuning
Convolutional Neural Networks (CNN)
Sequence Models
Transfomers
Project : Car Damage Detection

NLP
Natural Language Processing

Introduction to NLP
Test Processing
Test Representation
Practical NLP Using Hugging Face

Gen AI and Agentic AI
Gen AI to Agentic AI with Business Projects

Introduction to Generative AI and Agentic AI
Gen AI: Key Concepts and Foundations
Gen AI Langchain and Prompting Essentials
Gen AI : Business Project 1- Real State Assistant Using RAG
Gen AI Business Project 2 -E – Commerce chatbot
Agentic AI : A Hands – on Approach
Agentic AI : Architecture and Protocols
Agentic AI : Building multi – Agent System
Agentic AI :Evaluation for Safety and Task Success
Agentic AI Business Project 3
Final Tuning
Ethics in Gen AI

Virtual Internship 1
Virtual Internship

Week 1
Week 2
Week 3 & 4

Virtual Internship 2
Virtual Internship 2

Week 5
Week 6
Week 7
Week 8

Supplementary Learning
AI for Everyone

SQL
SQL Beginner to Advanced For Data Professionals

SQI Basic : Complex Queries
SQI Basic: Database Creation & Update
ATLIQ Hardware & Problem & Problem Statement
SQL Advanced: Finance Analytics
SQL Advanced : Top Customers ,Products, Markets
SQL Advanced: Supply Chain Analytics

Live Webinar
Live Webinar

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