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Top data science topics you need to know#datascience#datavisualization#regression#datamining#ai#top
What are Variational Autoencoders( data science made easy)
Transformers explained
Long short term memory(LSTM)
what is hyperparameter tuning|python code for hyperparameter tuning
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
Revise machine learning in 5 minutes. Machine learning A to z glossary using simple reallife example
Make currency converter with python- convert currency
Graph Neural Networks vs attention mechanism from shooting lens
Activation function-Sigmoid, Hyperbolic tangent,ReLU,ELU, GELU
what is Floyd cycle detection algorithm using simplest real life example and python code
SQL projectManaging bank account from scratch using Google colab
AI in finance: Beginner's guide to AI, Machine learning, deep learning,data science & Generative AI
what is variational Autoencoder|simplest python code for variational Autoencoder
Recursion and Binary search algorithm of data structures explained with simple example & python code
Prim's algorithm in Minimum spanning tree
What is text to speech or TTS algorithm. convert text to speech your TTS python code
what is Convolutional Neural Network &recurrent neural networks|python code for CNN and RNN
what are recurrent neural network|Simple python code to implement recurrent neural network
Debugging and optimizing Deep learning models|python code to debug and optimize
Metaverse,Internet of Things,Augmented, Virtual and Extended Reality in Action
Fundamentals of AI agents,their types & Essential terms
Top data science topics you need to know
What is attention mechanism|python code to implement attention mechanism using keras
what is Graph ML, comparison with traditional ML approach and summary
Catastrophic Forgetting and Hallucinations in Large Language model
Make your dictionary app using python in Google colab-use simple input o/p operations and dictionary
Exploring LangGraph, knowledge graph, LangChain and Markov chain
what are activation function,losses and optimisers|python code-ReLU, sigmoid and tanh
what is WaveNet|what is CycleGAN. Generate music and translate image
What is Triplet loss & Batch Triplet loss
Creating chatbots using TensorFlow from scratch
Automate your WiFi setup:python code to QR code scanning
What is Mixed Precision Training?
Pre training LLM vsFine tuning LLM using BERT with python code
Types of Data structures
what is transformer model and it's architecture
Why judges say "Not guilty" instead of "innocent" & what it can teach us about data science
YAML Mastery
WHAT IS AutoML Automated Machine Learning?
Gated Sparse autoencoder-architecture, applications,benefits vsother autoencoder
graph Neural Networks, graph Convolutional networks, graph attention networks, isomorphism, relation
Create registration form with python-design registration frm as per ur choice
Data Visualization with Jupyter Dash, Plotly, Pandas & SQLite
Docker cheatsheet
Remove missing data in pandas
Building and deploying a streamlit sepsis prediction app on Huggingface
What is ROC and AUC Curve. ROC curve to evaluate performance
what is API simply explained# shorts# handwritten
what is Ternary search algorithm.Book shelf example and pythoncode for ternary search
