#Roadmap

Python Roadmap

TL;DR

• Data Acquisition
  • Excel, Statistics,Probability, SQL
• Data Preparation
  • Python, Pandas, Numpy, Matplotlib/Seaborn
• Exploratory data Analysis
  • Linear Algebra, Pandas
• Data Modeling
  • Calculus, Machine learning, TensorFlow
• Visualization
  • PowerBI, Tabelu
• Deployment
  • Heroku, AWS

Javascript learning path

1. How The Web Works

• Type the URL and press Enter
• The URL gets resolved
• A Request is sent to the server of the website
• The response of the server is parsed
• The page is rendered and displayed

📝 Topics Covered

1. 1. Website to research on Mutual funds
   • 1.1 CRISIL: MF Ranking
   • 1.2 Mutual Fund research (Fundoo, Advisorkhoj, Value Research, TickerTape)
2. 2. Website to research on stocks
   • 2.1 Virtual Trading (Moneycontrol)
3. 3. Fundamental Analysis
   • 3.1 Screener (Best free website for FA)
   • 3.2 TickerTape (Market Mood, Indices, rank by M-cap)
   • 3.3 Tijori Finance (Comprehensive paid research data)
   • 3.4 Investyadnya (Historical growths & shareholder info)
   • 3.5 Ticker by Finology (Brands & group companies list)
4. 4. Technical Analysis
   • 4.1 Broker Platforms (Zerodha, etc.)
   • 4.2 TradingView
5. 5. Reference links
   • 5.1 Result Calendar (NSE, Moneycontrol)
   • 5.2 Corporate Action (NSE)
   • 5.3 IPO Details (Moneycontrol)

📝 Topics Covered

1. 1. When to Start Learning System Design
   • Video walkthrough & baseline expectations
2. 2. High-Level Design (HLD)
   • Macro plans, blueprints, and business integration
3. 3. Low-Level Design (LLD)
   • Micro-planning, class layouts, and actionable components
4. 4. Differences Between HLD and LLD
   • 4.1 HLD vs. LLD Focus Areas
   • 4.2 Macro vs. Micro Architecture
   • 4.3 Development Chronology
   • 4.4 Target Audience
5. 5. System Design (HLD & LLD) Roadmaps
   • 5.1 7-Week Step-by-Step Study Guide
   • 5.2 Transitioning from HLD to LLD
6. 6. Recommended Reading (System Design Books)

📝 Topics Covered

1. 1. First Principles
2. 2. The Software Design & Architecture Stack
3. 3. The Roadmap Stages
   • Stage 1: Clean Code
   • Stage 2: Programming Paradigms
   • Stage 3: Object-Oriented Programming (OOP)
   • Stage 4: Design Principles
   • Stage 5: Design Patterns
   • Stage 6: Architectural Principles
   • Stage 7: Architectural Styles
   • Stage 8: Architectural Patterns
   • Stage 9: Enterprise Patterns
4. 4. Low-Level Design (LLD) Video Resources