Course Overview
Schedule of Classes
Course Curriculum
10 Subjects
Python Programming Foundations & SQL Basics
67 Learning Materials
Python Setup & Environment
Python Environment Setup
PDF
Variables, Data Types & Operators
Variables
PDF
Data Types
PDF
Operators
PDF
Variables_video
External Link
variable_video_hindi
External Link
Data Types Video English
External Link
Data Types Video Hindi
External Link
Operators Video English
External Link
Operators Video Hindi
External Link
Strings & String Methods
String and String Methods
PDF
Strings video English
External Link
Strings Video Hindi
External Link
String Methods Video
External Link
Lists, Tuples & Sets
List, Tuples, and Sets
PDF
List, Tuples, and Sets english video
External Link
List video Hindi
External Link
Tuples video in Hindi
External Link
Sets video in hindi
External Link
Dictionaries & JSON
Dictionary and JSON
PDF
Dictionary Video in Hindi
External Link
JSON video in english
External Link
JSON Video in Hindi
External Link
Control Flow — if/elif/else & Loops
Control Flow And Loop
PDF
Conditional Statement Video English
External Link
Loops And Iterations
External Link
Functions & Scope
Function And Scope
PDF
Function Video In English
External Link
Function Argument in Hindi
External Link
Function video in Hindi
External Link
Modules, Packages & pip
Modules, Packages & pip
PDF
Modules, Package And PIP English Video
External Link
Inner Working Of Python
External Link
File I/O & Error Handling
File, I/O, Error Handling
PDF
File Object- Reading, And Writing Video English
External Link
Error Handling Video In English
External Link
File IO Video In Hindi
External Link
Exception Handling Video In Hindi
External Link
OOP — Part 1
OOP 1 PDF
PDF
Creating Classes Video In English
External Link
Classes And Object Video In Hindi
External Link
Intro to OOP Video In Hindi
External Link
OOP - Part 2
OOP 2 PDF
PDF
Classes And Objects Advanced Video In English
External Link
Inheritance Video In Hindi
External Link
Access Modifiers Video In Hindi
External Link
OOP Video In English
External Link
Working with APIs & Web Scraping
Working with APIs & Web Scraping
PDF
Web Scraping And Beautiful Soup In Python
External Link
Api Video In English
External Link
API Handling Video In hindi
External Link
Data Manipulation with Pandas
Data Manipulation With Pandas In Python PDF
PDF
Data Analysis Video In English
External Link
Pandas Video In English
External Link
Pandas Video In Hindi
External Link
Introduction to Databases & SQL
Introduction to Databases & SQL PDF
PDF
Aggregations — GROUP BY, COUNT, SUM, AVG
Aggregations — GROUP BY, COUNT, SUM, AVG
PDF
Joining Tables — INNER & LEFT JOIN
Joining Tables — INNER & LEFT JOIN
PDF
SQL in Python — sqlite3 & Pandas Integration
SQL in Python — sqlite3 & Pandas Integration
PDF
Regular Expressions & Async Basics
Regular Expressions & Async Basics
PDF
Regular Expression Video In English
External Link
Regex crash Course Video
External Link
Jupyter Notebooks & Data Exploration
Jupyter Notebooks & Data Exploration
PDF
Jupyter Notebooks Video In English
External Link
Jupyter Lab Tutorial In Hindi
External Link
Installing Jupyter Notebooks In English
External Link
Beginner Guide To Jupyter Notebook Video In Hindi
External Link
NLP Fundamentals & Introduction to LLMs
6 Learning Materials
Text Preprocessing
Text Preprocessing
PDF
POS Tagging & Named Entity Recognition
POS Tagging & Named Entity Recognition
PDF
Keyword Extraction — TF-IDF & YAKE
Keyword Extraction — TF-IDF & YAKE pdf
PDF
Text Embeddings & Semantic Similarity
Text Embeddings & Semantic Similarity PDF
PDF
Sentiment Analysis & Text Classification
Sentiment Analysis & Text Classification pdf
PDF
Introduction to Large Language Models (LLMs)
Introduction to Large Language Models (LLMs) PDF
PDF
ML & Probability Basics for Agent Builders
18 Learning Materials
What is Machine Learning? (Conceptual)
What is Machine Learning? (Conceptual) pdf
PDF
What is Probability? (Conceptual)
What is Probability? (Conceptual) pdf
PDF
Calculating Basic Probabilities in Python
Calculating Basic Probabilities in Python pdf
PDF
Independent vs Dependent Events & Conditional Probability
Independent vs Dependent Events & Conditional Probability pdf
PDF
Bayes' Theorem — Plain English Introduction
Bayes' Theorem — Plain English Introduction pdf
PDF
Probability Distributions — Normal & Uniform pdf
PDF
Probability Distributions — Normal & Uniform
Probability Distributions — Normal & UniformProbability Distributions — Normal & Uniform pdf
PDF
Probability & ML — Confidence Scores
Probability & ML — Confidence Scores
PDF
Your First ML Model in a Notebook
Your First ML Model in a Notebook pdf
PDF
Understanding What the Model Learned
Understanding What the Model Learned pdf
PDF
Train/Test Split & Cross- Validation
Train/Test Split & Cross- Validation pdf
PDF
Three Key Algorithms — Intuition & Hands-On
Three Key Algorithms — Intuition & Hands-On pdf
PDF
Feature Engineering — Teaching the Model What Matters pdf
Feature Engineering — Teaching the Model What Matters pdf
PDF
SEO Use Case — Keyword Difficulty Predictor
SEO Use Case — Keyword Difficulty Predictor pdf
PDF
Feature Importance & Model Explainability pdf
Feature Importance & Model Explainability
PDF
Unsupervised Learning — Clustering Keywords
Unsupervised Learning — Clustering Keywords pdf
PDF
When to Use ML vs LLM vs Rules in Agent Design
When to Use ML vs LLM vs Rules in Agent Design
PDF
Saving, Loading & Using Models in Python Code
Saving, Loading & Using Models in Python Code pdf
PDF
AI Agent Architecture & Design Patterns
7 Learning Materials
What is an AI Agent?
What is an AI Agent? pdf
PDF
ReAct & Planning Patterns
ReAct & Planning Patterns
PDF
Tool Use & Function Calling
Tool Use & Function Calling pdf
PDF
Agent Memory Systems
Agent Memory Systems pdf
PDF
LangGraph — Stateful Agent Workflows
LangGraph — Stateful Agent Workflows pdf
PDF
Multi-Agent Systems
Multi-Agent Systems pdf
PDF
Agent Observability,Debugging
Agent Observability,Debugging
PDF
SEO Domain Knowledge & Agent Feature
9 Learning Materials
SEO Fundamentals for Developers
SEO Fundamentals for Developers
PDF
SEO APIs Integration
SEO APIs Integration
PDF
Keyword Research Automation
Keyword Research Automation
PDF
Content Generation & Optimisation
Content Generation & Optimisation pdf
PDF
Technical SEO Automation
Technical SEO Automation
PDF
SERP Monitoring & Rank Tracking
SERP Monitoring & Rank Tracking pdf
PDF
CMS Integration & Publishing Automation
CMS Integration & Publishing Automation
PDF
Integrations: Slack, Email & Reporting
Integrations: Slack, Email & Reporting pdf
PDF
Full SEO Agent Integration Sprint
Full SEO Agent Integration Sprint pdf
PDF
Agent Productionisation & Capstone Project
5 Learning Materials
Containerisation with Docker
Containerisation with Docker
PDF
FastAPI Backend for Agent
FastAPI Backend for Agent
PDF
Basic Cloud Deployment
Basic Cloud Deployment pdf
PDF
Agent Safety & Guardrails
Agent Safety & Guardrails pdf
PDF
Streamlit Dashboard for AI Agent
Streamlit Dashboard for AI agent pdf
PDF
Large Language Models (LLMs)
Introduction to Agentic AI
Agentic AI Core Concepts
Final Capstone Projects
Course Instructor
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