learndataaFree courses
Every learndataa course on YouTube, grouped by topic. Not sure where to begin? Watch the overview, then follow the Python path in order.
Start here
What is data science, AI, ML and DL?
Answers to the common first questions: what data is, how the analysis process works, whether you need coding or maths, and where to start.
The Python path
Three levels, in order. Together they take you from writing your first line of Python to training deep neural networks.
Neural networks
How neural networks learn, from first principles.
Learn to Design Neural Networks
From single neurons to multilayer networks and training, following Neural Network Design by Hagan, Demuth, Beale and De Jesús, with figures redrawn and extra worked examples.
SQL and web development
The Flask Series: Backend Web Development
Routes, templates, forms, sessions and databases, then deploying an app and adding pre-trained AI models to it.
Hardware and embedded AI
Real sensors, real chips and real debugging, on a budget of about ₹1,800. Code for every episode is on GitHub.
Hardware Conversations
STM32 talks to Python: stream sensor data into pandas, plot it live, generate and mix signals, and clean them with an ADALINE neural network.
STM32 in Plain C
For Python people new to C. One C or HAL concept per episode, hand-written and proven on a real STM32F051.
Want a mentor alongside the videos?
Live programs run 1-on-1 or in small groups of up to 5, with projects and feedback.