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Top data science topics you need to know#datascience#datavisualization#regression#datamining#ai#top
what is Graph ML, comparison with traditional ML approach and summary #graph#machinelearning#ai#ml
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
