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👩‍💻 AI/ML Student Edition | Mode: Focus + Quizzer Pro

🗓️ The Master Plan

Dec 8 (Mon)

🌱 EVS Full Syllabus

  • 2hrs: Unit 1 (Ecosystem, Pollution)
  • 2hrs: Unit 2 (Resources, Energy)
  • 1hr: Unit 3 (Climate, Biodiversity)
  • 1hr: Revision + Flashcards
Dec 9 (Tue)

🌱 EVS Rev + 💻 CS Start

  • 2hrs: EVS Full Revision
  • 2hrs: CSF Unit 1 (Basics, Num Sys)
  • 2hrs: CSF Unit 2 (Linux)
Dec 10 (Wed)

📝 EVS EXAM DAY

  • Morning: Read Cheat Sheet
  • EXAM TIME
  • Post: CSF Unit 3 (Emerging Tech)
Dec 11 (Thu)

💻 CS Fundamentals

  • 2hrs: Unit 4 (VS Code, Git)
  • 2hrs: Unit 5 (Career, Resume)
  • 2hrs: FULL Rev + PYQs
Dec 12 (Fri)

📝 CS FUNDAMENTALS EXAM

  • Morning: Cheat sheet only
  • EXAM TIME
  • Post: REST (No burnout!)
Dec 13 (Sat)

🐍 Python Pt. 1

  • 2hrs: Basics, Vars, Operators
  • 2hrs: Loops, Functions, Recursion
  • 2hrs: Lists, Sets, Dicts
Dec 14 (Sun)

🐍 Python Pt. 2

  • 2hrs: OOP, Inheritance
  • 2hrs: Files, Exceptions, Modules
  • 2hrs: Numpy + Pandas + Matplotlib
Dec 15 (Mon)

🐍 Python Grind

  • 3hrs: Practice Qs + Debugging
  • 3hrs: PYQ + Cheat Sheet Rev
Dec 16 (Tue)

📝 PYTHON EXAM

  • Morning: High-yield Flashcards
  • EXAM TIME
  • Post: Web Dev Unit 1 (Light)
Dec 17 (Wed)

🌐 Web Dev Full

  • 2hrs: HTML Structure
  • 2hrs: CSS + Flexbox + Grid
  • 2hrs: JS Basics + DOM
Dec 18 (Thu)

📝 WEB DEV EXAM

  • Morning: Cheat Sheet
  • EXAM TIME
  • Post: REST
Dec 19-20 (Fri/Sat)

⚗️ Chemistry Marathon

  • Day 1: Water, Fuels, Polymers
  • Day 2: Batteries, Numericals
  • Focus: Weak Areas
Dec 22 (Mon)

📝 CHEMISTRY EXAM

  • Morning: Formula Sheet
  • EXAM TIME
Dec 23-25

📐 Comp. Math (Final Boss)

  • 23rd: Logic, Graphs, Lin Alg
  • 24th: Eigenvalues, SVD, Prob
  • 25th: Calculus, Backprop
Dec 26 (Fri)

📝 MATH EXAM

  • Morning: Cheat Sheet
  • EXAM TIME
  • 🎉 YOU ARE FREE!

🔮 High Probability Questions

🌱 EVS

  • Explain biodiversity & its threats.
  • Water pollution causes & control.
  • Renewable vs non-renewable resources.
  • Climate change and carbon footprint.

💻 CS Fund.

  • Convert decimal to binary/hex.
  • Explain Linux architecture.
  • Write 10 Linux commands.
  • What is Git? Explain workflow.

🐍 Python

  • Write a function to check palindrome.
  • Explain OOP pillars.
  • Demonstrate file handling with example.
  • Pandas merge example.

🌐 Web Dev

  • Explain HTML semantic tags.
  • Difference: Flexbox vs Grid.
  • Write CSS media query.
  • JS function + DOM click event.

⚗️ Chemistry

  • Types of water hardness + removal.
  • Construction of Li-ion battery.
  • HCV vs LCV calculations.
  • Preparation & uses of Nylon / Neoprene.

📐 Math

  • Solve recurrence using Master theorem.
  • Check if vectors are linearly independent.
  • Calculate eigenvalues/eigenvectors.
  • Gradient of multivariable function.

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📝 Mega Cheat Sheets

🌱 EVS (Environment)
  • Env: Biotic + Abiotic factors.
  • Pollution: Air, Water, Soil, Noise.
  • GHGs: CO₂ (Carbon Dioxide), CH₄ (Methane), N₂O (Nitrous Oxide).
  • Biodiversity Threats: Habitat loss, pollution, poaching.
  • Sustainable Dev: Balancing future needs with present consumption.
  • Energy: Renewable (Solar/Wind) vs Non-Renewable (Coal/Petroleum).
💻 CS Fundamentals
  • Number Systems: Practice conversion (Bin ↔ Dec ↔ Hex).
  • Linux Commands: ls (list), cd (change dir), pwd (path), mkdir (folder), rm (delete), chmod (permissions).
  • Git Workflow: init → add → commit → push.
  • Cloud: IaaS (Infrastructure), PaaS (Platform), SaaS (Software).
  • Algorithm: Stepwise procedure (Input → Process → Output → Terminate).
🐍 Python
  • Types: int, float, str, bool, list, tuple, dict, set.
  • File Handling: f = open("file.txt", "r"), f.read(), f.close().
  • Exceptions: try block (code), except block (error handling).
  • NumPy: np.array(), broadcasting allows op between different sized arrays.
  • Pandas: df.read_csv(), df.groupby(), df.merge(how='inner').
🌐 Web Development
  • Box Model: Margin (outside) → Border → Padding (inside) → Content.
  • Flexbox: justify-content (main axis), align-items (cross axis).
  • Grid: grid-template-columns, gap.
  • JS: const (constant), let (variable), document.getElementById().
  • DOM: Tree structure of HTML elements.
⚗️ Chemistry
  • Hardness: Temp (Bicarbonates - Boil to remove), Perm (Sulfates/Chlorides).
  • EDTA: Complexometry titration.
  • Batteries: Li-ion (High density), Fuel Cell (H₂ + O₂ → H₂O + Electricity).
  • Polymers: Thermoplastic (remoldable), Thermoset (permanent).
  • Nernst Eq: E = E° – (0.0591/n) log(Q).
📐 Computational Math
  • Logic: AND (both true), OR (one true), XOR (different).
  • Independence: No vector can be written as lin. comb. of others.
  • Rank: Number of pivots in Row Echelon Form.
  • Eigenvalues: Solve |A – λI| = 0.
  • Gradient Descent: Optimization algo to minimize functions.