263 подписчиков
503 видео
Top data science topics you need to know#datascience#datavisualization#regression#datamining#ai#top
What are Variational Autoencoders( data science made easy)
Transformers explained
Pruning and Gini Impurity in Decision tree with simple examples
Data pipeline: Understanding the fundamentals
UNet,DeepLab,UNeTR,Swin UNeTR,SegNet
Confusion matrix-precision, recall, true positive, true negative, false positive, false negative
Graph Neural Networks vs attention mechanism from shooting lens
Make currency converter with python- convert currency
SQL projectManaging bank account from scratch using Google colab
Creating chatbots using TensorFlow from scratch
How to use SQL on GoogleColab. Method1-Using SQLite database and Method2 using magic commands
what is hyperparameter tuning|python code for hyperparameter tuning
what is temporal graph network and pixelCNN.Sequential data processing and image manipulation
Types of AI-Multimodal,agentic, shadow, explainable, edge, Democratized and Quantum AI
Neural networks in finance: CNN, RNN, graph Neural Networks, transformers and long short term memory
Hands on Projects: Developing NLP applications using python on Google Colab
Make your dictionary app using python in Google colab-use simple input o/p operations and dictionary
what is Floyd cycle detection algorithm using simplest real life example and python code
what is API simply explained# shorts# handwritten
Recursion and Binary search algorithm of data structures explained with simple example & python code
Why judges say "Not guilty" instead of "innocent" & what it can teach us about data science
AI in finance: Beginner's guide to AI, Machine learning, deep learning,data science & Generative AI
What is LinkedList in data structures. Exmpl and python code for Linkedlist
What is attention mechanism|python code to implement attention mechanism using keras
Catastrophic Forgetting and Hallucinations in Large Language model
what is Convolutional Neural Network &recurrent neural networks|python code for CNN and RNN
Exploring LangGraph, knowledge graph, LangChain and Markov chain
what is variational Autoencoder|simplest python code for variational Autoencoder
chatGPT prompting frameworks
What is text to speech or TTS algorithm. convert text to speech your TTS python code
Fundamentals of AI agents,their types & Essential terms
what are activation function,losses and optimisers|python code-ReLU, sigmoid and tanh
Debugging and optimizing Deep learning models|python code to debug and optimize
what is WaveNet|what is CycleGAN. Generate music and translate image
what are graph Neural Networks-Implementing GNN using pytorch
Speech processing:LPC,PLP and MFCC;parameterized techniques for voice cloning
Pre training LLM vsFine tuning LLM using BERT with python code
Top data science topics you need to know
Mastering Language and Reinforcement Learning: probabilistic language modeling,hidden Markov models
what is transformer model and it's architecture
what are recurrent neural network|Simple python code to implement recurrent neural network
Metaverse,Internet of Things,Augmented, Virtual and Extended Reality in Action
Types of Data structures
Remove missing data in pandas
what is Graph ML, comparison with traditional ML approach and summary
