Module 2 - Velocity [12 weeks]

Advanced Data Structures [4 weeks]

Trees

Tree Traversal
Binary Trees
Binary Search Trees
AVL Trees
Red Black Trees

Graphs
Heaps
Trie

Algorithms Deep Dive [4 weeks]

Greedy
Recursion
Backtracking
Dynamic Programming
Number Theory

Problem Solving Techniques [4 weeks]

Problem Solving Approaches
Optimizing Solutions
Timed Practice Contests

Module 3 - Acceleration [8 weeks]

Databases [2 weeks]

SQL

Aggregation
Joins
Subqueries

Data Modelling Patterns

Low Level Design (LLD) [3 weeks]

Design Patterns & Principles

SOLID Principles
MVC, MVMM Architectures
Design Patterns (Singleton, Factory, Observer, etc.)

Database Design

SQL vs. NoSQL
Database Normalization
Database Indexing
Transactions and Concurrency Control
Data Partitioning

API Design

RESTful Services
API Rate Limiting
API Versioning
Authentication and Authorization (OAuth, JWT)

Security

Authentication and Authorization Systems
Encryption and Secure Data Storage
Web Security Concerns (XSS, CSRF, SQL Injection)

High Level Design (HLD) [3 weeks]

Scalability

Horizontal vs. Vertical Scaling
Load Balancing
Caching Strategies
Database Sharding
Read/Write Replicas

Reliability and Resilience

Fault Tolerance
High Availability
Disaster Recovery
Redundancy Planning

Distributed Systems

CAP Theorem
Distributed File Systems
Microservices Architecture
Event-Driven Architecture
Messaging Queues
Logging & Monitoring Techniques.

Module 4 - Force [8 weeks]

DevOps & Cloud Platforms [2 weeks]

Continuous Integration/Continuous Delivery (CI/CD)
Containerization and Orchestration
Configuration Management
AWS/Azure/GCP Cloud Key Services

Data Engineering [3 weeks]

ETL Processes (Extract, Transform, Load)
Data Warehousing
Data Pipeline and Workflow Management
Big Data Technologies (Hadoop, Spark, MapReduce)
Data Streaming
Automation and Orchestration
Data Security and Privacy

GenAI [3 weeks]

Machine Learning Basics

Supervised vs Unsupervised Learning
Regression, Classification & Clustering

Training Data
Generative Models Training and Fine-Tuning

Module 5 - Momentum [8 weeks]

Product Management Fundamentals [3 weeks]

Product Lifecycle Management
Project Management

Resource Planning, Timeline Estimation
Tools for project tracking and management

Agile and Lean Methodologies

Familiarity with Agile frameworks (Scrum, Kanban) for product development.
Lean principles for optimizing product development processes and reducing waste.

Regulatory and Legal Knowledge

Awareness of legal and regulatory considerations relevant to the product, such as data privacy laws.

Team Management & Profile Building [3 weeks]

Conflict Resolution

Techniques for managing and resolving conflicts within a team.
Building a positive and collaborative team environment.

Change Management

Navigating and leading teams through organizational changes.
Communication strategies during times of change.

Continuous Learning and Development

Staying informed about industry-specific trends.
Engaging in continuous learning and professional development.

Performance Management

Setting clear goals and expectations.
Techniques for monitoring team performance and providing regular evaluations.

Online Presence and Social Media

Curating a professional online presence.
Using platforms like LinkedIn for profile building.

Effective Resume and Cover Letter Writing

Tailoring your resume and cover letter for job applications.
Highlighting work skills and experiences.

Securing Remote/International Oppurtunities [2 Weeks]

Understanding Remote Work Culture

Familiarizing with the nuances of remote work environments.
Adapting to different time zones and asynchronous communication.

Adapting to Remote Work Tools and Technologies

Proficiency in remote collaboration tools (like Slack, Zoom).

Self-Management and Productivity

Strategies for maintaining productivity and work-life balance in a remote setting.
Time management skills, especially in a self-driven work environment.

Effective Communication

Mastering clear and concise communication.
Techniques for active listening and having effective conversations.