Students learning together at a table full of books and laptops, under the IKSHA logo.

Learn tech. Understand it for real.

Now teaching Python, Machine Learning, and Deep Learning

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Visual learningVerified codeReal practiceConcept graph

Verified code, visual explanations, and real practice — not tutorials you skim once and forget.

02Domains

PICK A DIRECTION.

01
Programming
4 courses
02
Machine Learning
3 courses
03Playground

DON'T JUST READ IT. RUN IT.

106 hands-on labs across 11 topics — real algorithms, SQL, HTTP, Python and ML models running step by step in your browser.

  1. Deep LearningBackpropagation, Step by StepA forward pass through a 2-2-1 network, then the backward pass that applies the chain rule node by node to get for every weight and bias, and one gradient-descent update that changes the loss.You change: Inputs, target, all nine weights and biases, hidden activation, loss and learning rate.intermediate3 ways to interact4 concepts
  2. Deep LearningConvolutionintermediate3 ways to interact
  3. AlgorithmsPageRankintermediate5 ways to interact
  4. Machine Learningk-Means (Lloyd's Algorithm)intermediate3 ways to interact
  5. AlgorithmsDijkstra's Shortest Pathintermediate4 ways to interact
  6. AlgorithmsQuick Sortintermediate3 ways to interact
  7. NetworkingHTTP Request and Responseintermediate4 ways to interact
  8. SQLIndex vs Full Table Scanintermediate3 ways to interact
  9. PythonIndexing and Slicingbeginner2 ways to interact

Open the Playground (106 labs)

04Why IKSHA

TUTORIALS TEACH SYNTAX.
WE TEACH THE MODEL.

Most places hand you code and hope it sticks. IKSHA builds the mental model first — how the memory looks, how the call stack moves, what the interpreter actually does — then verifies the code runs before it ever reaches you.

PREPARE FOR TOP-TIER COMPANIES.

Learn the skills interviews at companies like these actually test.

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05Method

HOW IKSHA TEACHES.

01
Understand

Build the mental model first — concept explanations and diagrams before a single line of code.

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02
See It

Code walkthroughs and worked examples, verified against a real interpreter.

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03
Try It

Predict-the-output practice and debugging, not just passive reading.

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04
Prove It

Quizzes and challenges that check whether it actually stuck.

✓
★ no fake stats, ever

STOP COLLECTING
TUTORIALS.
START LEARNING.

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