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  1. 🧪 LabExperiment 3 — Measuring FrictionScience Lab - Advance 1

    Physics · Class 8 · Friction: static, sliding and rolling Move the box using a pull of less than 5 newtons . Ball bearings in a cycle hub, oil in an engine, and the treads on a tyre are all…

  2. 🧪 LabExperiment 5 — The Ramp RaceScience Lab - Basic 1

    Physics · Classes 4–5 · Pushes, pulls and friction Send the toy past the 150 cm mark on the floor. Friction is why your school shoes grip the floor, why cycle brakes work, and why a wet…

  3. 🧪 LabExperiment 12 — Splitting Crude OilScience Lab - Advance 1

    Chemistry · Class 8 · Coal and petroleum: fractional distillation Collect the petrol fraction cleanly (it boils between about 70 °C and 120 °C). Every litre of petrol, diesel, kerosene and…

  4. 🧪 LabPart 1 — NumberMaths Magical Lab Basic 2

    …4. Prime or Pretender? 5. Sameeksha’s Tiles 6. Same-Size Pieces 7. Fraction of a Fraction 8. How Many Pieces Fit? 9. Tenths Before Hundredths 10. Where Does the Point Go? 11. Supercells

  5. 🧪 LabMathematicians of IndiaMaths Magical Lab Advance 2

    …for π as a never-ending sum, which helps show why π is not a simple fraction. In this lab: Rational or Irrational? · Area of a Circle and a Sector Srinivasa Ramanujan 1887 – 1920 A…

  6. 🧪 LabExperiment 11 — Unmix the InkScience Lab - Advance 2

    …Two miscible liquids with different boiling points are separated by… Fractional distillation if the points are close. Oil and water are separated using a… Immiscible liquids form separate…

  7. 📖 Book chapterChapter 3 · Earning, Saving and SpendingSmart Money Basic (Multi Indian Language)

    …for a 12-year-old! 3. Out of ₹150, Meera spent ₹45 on snacks. What fraction and what percentage did she spend on snacks? Answer: Fraction = 45 ÷ 150 = 3/10. Percentage = (45 ÷ 150) × 100 =…

  8. 📖 Book chapterChapter 1: Hello Python, Hello AIAI for New Learner- Senior 1

    …writes his first Python program. The four words you need: variable, function, list, print. Your first AI: a 4-line predictor you can actually run. Where to type and run your code — Replit,…

  9. 📖 Book chapterChapter 7: What Chandrayaan and Mangalyaan FoundMysterious Space- Advance 1

    …his mother replied. “And remember — Mangalyaan was built for a fraction of what other nations spent. It showed the world that careful, clever engineering can achieve great things without…

  10. 📖 Book chapterChapter 5: Neural Networks DemystifiedAI for New Learner- Senior 2

    …multiplications and additions, with one small twist — a non-linear function between layers. That twist is what lets them learn faces, languages, leaf species, and the rules of Go. By the…

  11. 🧪 LabPart 2 — AlgebraMaths Magical Lab Advance 2

    …or Irrational? 2. Will the Decimal End? 3. From Repeating to Fraction 4. Always Room in Between 5. √n on the Number Line 6. Roots Do Not Split 7. Euclid’s Algorithm Activities 8–19 8. Plot…

  12. 🧪 LabExperiment 19 — Mendel’s PeasScience Lab - Advance 3

    …of inherited conditions. Two tall pea plants (Tt) are crossed. What fraction of the offspring will be dwarf? Only tt is dwarf, and that occurs in one of four combinations. A Tt plant is…

  13. 🧪 LabExperiment 2 — How Fast Is the Trolley?Science Lab - Basic 2

    …run the total time is bigger, so a fixed error forms a much smaller fraction of it. Speed tells how much distance is covered per unit of time. A trolley covers 6 m in 12 s. Its speed is… To…

  14. 🧪 LabPart 3 — BiologyScience Lab - Basic 1

    …and sinking, light and shadows, magnets, circuits, forces and friction Experiments 6–8 · solutions, evaporation and the water cycle, separating mixtures Experiments 9–12 · germination, how…

  15. 🧪 LabPart 2 — ChemistryScience Lab - Advance 1

    …— Physics Experiments 1–7 · force and pressure, pressure in liquids, friction, sound, static electricity and lightning, multiple reflection, chemical effects of current Experiments 8–13 ·…

  16. 🧪 LabExperiment 7 — Over the HillScience Lab - Advance 2

    …downhill gains exactly what it loses going up, minus what friction steals. A cart is released from a height of 6 m on a frictionless track. Can it climb a later hill of 8 m? Its energy came…

  17. 🧪 LabExperiment 3 — Force, Mass and AccelerationScience Lab - Advance 2

    …= F ÷ m, so four times the mass gives a quarter of the acceleration. Friction and other forces must be subtracted first. Inertia is measured by an object’s… More mass means more resistance…

  18. 📖 Book chapterAI / ML / Python GlossaryAI for New Learner- Senior 2

    …from this book — the vocabulary of a working ML engineer. Accuracy Fraction of correct predictions over all predictions. Misleading on imbalanced datasets. Activation function Non-linear…

  19. 🧪 LabExperiment 18 — The Life Cycle PuzzleScience Lab - Advance 1

    …bottom of a liquid depends on… P = hρg; shape is irrelevant. Which friction is smallest for the same surfaces? This is why wheels and ball bearings are used. An alarm inside a jar becomes…

  20. 🧪 LabExperiment 12 — Fooling Your Own SensesScience Lab - Basic 1

    …tile than on carpet because tile has… Smooth surfaces produce less friction. Water rises to the top of a tall tree mainly because… Transpiration creates the pull through the xylem. Iodine…

  21. 📖 Book chapterChapter 6 · Budgeting Your Pocket MoneySmart Money Basic (Multi Indian Language)

    …the 50-30-20 plan to the rest. Q4. In Riya's Diwali story, what fraction of her gift money did she SAVE? Q5. Why did Rohan run out of money? What rule of budgeting did he break? Q6. Make a…

  22. 📖 Book chapterChapter 4: Probability & ConfidenceAI for New Learner- Senior 1

    …P(spam | WINNER) = P(WINNER | spam) × P(spam) ÷ P(WINNER). Top of fraction: 0.60 × 0.10 = 0.06. Bottom: P(WINNER) = (0.60 × 0.10) + (0.01 × 0.90) = 0.06 + 0.009 = 0.069. Divide: 0.06 ÷…

  23. 📖 Book chapterChapter 1: How Does Nature’s Energy Become Electricity?Green Energy - Advance 2

    …comes out as electricity? Capacity factor asks: over a year, what fraction of its maximum possible output did the plant actually deliver? A 1 MW solar plant and a 1 MW nuclear plant have…

  24. 📖 Book chapterChapter 7: What Is Fusion, and How Close Are We?Green Energy - Advance 2

    …Inertial confinement: lasers compress a tiny fuel pellet for a fraction of a second. Q factor: fusion energy out divided by heating energy in. Q > 1 means scientific gain; a power plant…

  25. 📖 Book chapterChapter 5: How Do We Move India Without Burning Oil?Green Energy - Advance 2

    …km — which is why they electrified first. Rail freight uses a small fraction of the energy per tonne-km that road freight does. Well-to-wheel thinking counts the energy and emissions of…

  26. 📖 Book chapterFinal Book ExamAI for New Learner- Senior 2

    …in this book to load and save trained models is . The activation function that outputs values between 0 and 1 is the function. RECALL = TP / (TP + ). India’s data protection law passed in…

  27. 📖 Book chapterChapter 3: Linear Models — The WorkhorsesAI for New Learner- Senior 2

    …Classification What if y must be YES (1) or NO (0)? Use the SIGMOID function. It squashes any number to a value between 0 and 1 — perfect as a probability. Above 0.5 means YES; below 0.5…

  28. 📖 Book chapterChapter 1: Where AI Lives in India TodayAI For New Learner Advance 2 (Multi Indian Language)

    …sounds most natural to your ears? 💻 BEHIND THE CODE The Simplest AI Function # How a ‘Made in India’ AI says hello DEF say_hello(language): IF language == 'Hindi': PRINT 'Namaste!' IF…

  29. 🧪 LabExperiment 10 — How Water Travels Up a PlantScience Lab - Basic 1

    Biology · Classes 4–5 · Parts of a plant and their functions Get the coloured water to reach the leaves within a day. This is how a tall neem tree lifts water from its roots to leaves many…

  30. 🧪 LabExperiment 14 — Build a Plant CellScience Lab - Advance 1

    Biology · Class 8 · Cell structure and functions Assemble a plant cell with all its correct parts. Every living thing you have ever eaten, petted or been is built of cells. A hen’s egg is a…