Course Learning Roadmaps

Structured learning paths for each program with detailed milestones and outcomes

Select Your Program

1

Weeks 1-2: Web Fundamentals

Master the core technologies of web development with HTML5, CSS3 basics, and JavaScript fundamentals.

HTML5 CSS3 JavaScript Basics
2

Weeks 3-5: JavaScript & DOM

Deep dive into JavaScript ES6+, DOM manipulation, and asynchronous programming.

ES6+ DOM API Async/Await
3

Weeks 6-7: React Fundamentals

Learn React components, hooks, state management, and component lifecycle.

React Hooks State
4

Weeks 8-9: Backend Development

Node.js, Express.js, REST APIs, and server-side application development.

Node.js Express REST APIs
5

Weeks 10-11: Databases

SQL with PostgreSQL and NoSQL with MongoDB for data persistence.

PostgreSQL MongoDB Database Design
6

Week 12: Capstone Project

Build a complete full-stack application showcasing all skills learned.

Full-Stack App Deployment Portfolio
1

Weeks 1-2: Cloud Fundamentals

Introduction to cloud computing, AWS and Azure basics, and cloud services.

AWS Azure Cloud Concepts
2

Weeks 3-4: Compute Services

EC2, Lambda, App Services, and serverless computing.

EC2 Lambda Serverless
3

Weeks 5-6: Containerization

Docker, container orchestration, and Kubernetes essentials.

Docker Kubernetes Container Registry
4

Weeks 7-8: Infrastructure as Code

Terraform, CloudFormation, and automated infrastructure provisioning.

Terraform CloudFormation IaC
5

Weeks 9-10: CI/CD & Monitoring

Jenkins, GitHub Actions, monitoring, logging, and cloud security.

Jenkins CI/CD Monitoring
1

Weeks 1-2: Security Fundamentals

Core security concepts, CIA triad, and security frameworks.

Security Basics CIA Triad Frameworks
2

Weeks 3-4: Network Security

Firewalls, VPNs, IDS/IPS, and network protection mechanisms.

Firewalls VPN IDS/IPS
3

Weeks 5-6: Cryptography

Encryption, digital signatures, PKI, and cryptographic protocols.

Encryption PKI Crypto
4

Weeks 7-8: Ethical Hacking

Penetration testing, vulnerability assessment, and exploitation techniques.

Penetration Testing Vulns Exploitation
5

Weeks 9-10: Compliance & Risk

ISO 27001, GDPR, risk management, and security governance.

ISO 27001 GDPR Risk Management
6

Weeks 11-12: Incident Response

Incident handling, forensics, and security operations center (SOC) skills.

IR Forensics SOC
1

Weeks 1-2: Python Foundations

Python programming, NumPy, and Pandas for data manipulation.

Python NumPy Pandas
2

Weeks 3-4: Data Analysis

Exploratory data analysis, statistical methods, and data cleaning.

EDA Statistics Data Cleaning
3

Weeks 5-6: Visualization

Data visualization with Matplotlib, Seaborn, and Plotly.

Matplotlib Seaborn Plotly
4

Weeks 7-9: Machine Learning

Supervised learning, unsupervised learning, model evaluation, and tuning.

Regression Classification Clustering
5

Weeks 10-11: Advanced Topics

Feature engineering, model deployment, and big data basics.

Feature Eng Deployment Big Data
6

Week 12: Capstone Project

Complete end-to-end data science project from analysis to deployment.

Real Dataset Full Pipeline Presentation
1

Weeks 1-2: Deep Learning Foundations

Neural networks, backpropagation, and deep learning basics.

Neural Networks Backprop Fundamentals
2

Weeks 3-5: TensorFlow & Keras

TensorFlow 2.0, Keras API, and model building frameworks.

TensorFlow Keras Frameworks
3

Weeks 6-7: Convolutional Networks

CNNs for image recognition, computer vision tasks, and preprocessing.

CNN Image Processing Vision
4

Weeks 8-9: Recurrent Networks

RNNs, LSTMs, GRUs, and sequence modeling techniques.

RNN LSTM Sequences
5

Weeks 10-11: NLP & Transformers

Natural Language Processing, BERT, transformers, and language models.

NLP Transformers BERT
6

Weeks 12-14: Advanced & Deployment

Transfer learning, model optimization, and production deployment.

Transfer Learning Optimization Production
1

Weeks 1-2: Mobile Development Fundamentals

Mobile platforms, development environment setup, and basics.

iOS Android Setup
2

Weeks 3-4: React Native

Cross-platform development with React Native framework.

React Native Cross-Platform Components
3

Weeks 5-6: iOS Development

Swift programming, iOS UI framework, and native development.

Swift UIKit iOS Native
4

Weeks 7-8: Android Development

Kotlin programming, Android UI framework, and native development.

Kotlin Android Framework Android Native
5

Weeks 9-10: APIs & Data

Backend integration, APIs, databases, and local storage.

APIs Backend Storage
6

Week 11: Deployment & Publishing

App Store and Play Store submission, publishing, and distribution.

App Store Play Store Distribution