Sorting with python#bubblesort#selectionsort#insertionsort#quicksort#datastructure#pythonprogramming Data Science Made Easy 118 подписчиков Скачать
Sorting with python#bubblesort#selectionsort#insertionsort#quicksort#datastructure#pythonprogramming Скачать
LLM complete notes#largelanguagemodels#prompt#hack#optimization#lora#gpt#retrieval#generativeai#ai Скачать
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Xgboost notes#xgboost#regularization#decisiontree#learning#rate#prediction#sklearn#pythonprogramming Скачать
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MLP#perceptron#activation#feed#forward#neuralnetwork#propagation#gradient#machinelearning#multilayer Скачать
Density based spatial clustering#clustering#density#epsilon#border#noise#core#machinelearning#maths Скачать
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All Supervisedalgorithms#ada#boost#lasso#supportvectormachines#regression#classification#gradient#ai Скачать
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bernoullistheorem#inferentialstatistics#parametric_test_and_non_parametric_test#binomial_distributio Скачать
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Language Modelling#auto#régressive#autoencoder#bidirectional#representation#transformers#gpt#chatbot Скачать
note#abtesting#precision#nlp#featureengineering#crossvalidation#correlation#reinforcementlearning#ai Скачать
Embeddings in RAG#embedding#retrieval#augmented#generation#cosine#similarity#glove#openai#langchain Скачать
NLP notes#nlp#bow#term#frequency#document#word#embedding#one#encoding#ngram#pythonprogramming#vector Скачать
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Cost function#cost#function#regressionanalysis#class#house#gradientdescent#variable#overfitting#bias Скачать
Transformer Models#transformers#encoder#decoder#bidirectional#representation#gpt#largelanguagemodels Скачать
Vanishing gradient#vanishing#gradient#cost#function#decay#pythonprogramming#machinelearning#layers Скачать
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supportvectormachines#cost#function#kernel#basis#constraint#marginal#plane#linear#machinelearning#ai Скачать
ML basics notes#machinelearning#supportvectormachines#optimization#margin#constraint#vector#decision Скачать
DecisionTree#decisiontree#regressionanalysis#variance#mean#squared#error#information#machinelearning Скачать
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Random forest and regression#regressionanalysis#randomforest#decisiontree#overfitting#sampling#ai Скачать
Types of Crossvalidation#crossvalidation#stratified_sampling#leave#oneouts#timeseries#timecomplexity Скачать
MachineLearning #machinelearning#supervisedlearning#unsupervised#reinforcementlearning#ai#clustering Скачать
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Convolutional Neural Network#cnn#architecture#filters#kernel#pooling#strides#padding#backpropagation Скачать
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1bit llm#largelanguagemodels#quantization#generativeai#weight#precision#training#gpu#memory#ai#maths Скачать
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Long shortterm memory architecture#lstm#forget#cell#input#gate#dimensions#nodes#activation#recurrent Скачать
AUC-ROC Curve#areaunderthecurve#probability#threshold#graph#curve#confusion#matrix#score#prediction Скачать
Principal Component analysis #pca#covariance#eigenvalues#unsupervised#dimensionalityreduction#curse Скачать
Prompt for chatgpt#promptengineering#chatgpt#prompts#create#action#purpose#expectations#example#html Скачать
Indexes in LlamaIndex#llamaindex#list#vector#keyword#table#tree#agents#query#summarization#llm#ai Скачать
LoRA notes#lora#lowrank#adaptation#backpropagation#rank#matrix#freeze#weight#bias#generativeai#maths Скачать
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Boosting#boosting#gradient#ada#xgboost#maths#regressionanalysis#additive#modeling#machinelearning Скачать
Deep learning notes#deeplearning#perceptron#gradientdescent#activation#optimizer#forward#propagation Скачать
key promptEngineering parameters#promptengineering#temperature#frequency#penalty#presence#tokens#top Скачать
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NLP notes#pythoncoding#nlp#tokens#documents#chunking#corpus#datascience#largelanguagemodels#ai#notes Скачать
Bidirectional LSTM, Sequence to Sequence#transformers#dotproduct#embedding#nlp#ai#maths#attention Скачать
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NLP notes#nlp#lstm#recurrent#neuralnetworks#cosine#text#transformers#tokenization#clustering#vectors Скачать
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Self Attention in details#transformers#attention#query#embedding#softmax#variance#nlp#languagemodels Скачать
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K nearest neighbour in layman terms with python code#knn#pythoncoding#machinelearning#advantages#ai Скачать
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RLHF,supervised learning,Direct preference and kahneman tversky optimisation #optimization#llm#ai Скачать
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xLSTMnotes#lstm#xlstm#recurrent#neuralnetworks#gru#scalar#matrix#transformers#covariance#exponential Скачать
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10 python libraries for generative AI#generativeai#pytorch#jax#huggingface#acme#diffusers#tensorflow Скачать
Transformer Model Architecture#transformers#attention#embedding#encoding#query#key#encoder #decoder Скачать
Data Analyst Roadmap2024#dataanalyst#statistics#python#excel#sql#powerbi#cloud#datascienceroadmap#ai Скачать
Regularization in deep learning #regularization#dropout#gradientdescent#adam#lasso#keras#weight#ai Скачать
Deep learning notes#backpropagation#perceptron#activation#gradient#gate#weight#maths#machinelearning Скачать
Statisticsnotes#bayestheorem#probability#variance#mean#ztest#covariance#correlation#central#limit#ai Скачать
NLP pipeline note#nlp#tokenization#lemma#embedding#bidirectional#transformers#nltk#textprocessing#ai Скачать
Sorting algorithms made easy#datastructure#bubblesort#insertionsort#selectionsort#timecomplexity#ai Скачать
Convolutional Neural Networks#cnn#vgg#activation#strides#filters#pooling#padding#machinelearning#ai Скачать
Natural language processing notes#nlp#tokenization#bow#embedding#ngram#corpus#text#datascience#ai Скачать
Time series data analysis#correlation#arima#moving#average#timeseriesanalysis#diamond#prediction#ai Скачать
Machine learning madeeasy#logisticregression#classification#crossvalidation#cost#grid#performance#ai Скачать
K nearest neighbour#clustering#pca#silhouette#euclidean#evaluation#anomaly#euclidean#machinelearning Скачать
How to pre train large language models#encoder#decoder#transformers#largelanguagemodels#generativeai Скачать
RecurrentNeuralNetworks#reinforcementlearning#machinelearning#nlp#ailearning#backpropagation#forward Скачать
Recurrent NeuralNetworks notes#reinforcementlearning#recurrent#neuralnetworks#vanishing#gradient#ai Скачать
Recurrent Neural Networks, gated recurrent unit and long shortterm memory#lstm#reinforcementlearning Скачать
YOLO(You Only Look Once)-yolov1, yolov2, yolov3, yolov4#yolo#yolov5 #yolov7#segmentation#activation Скачать
ML notes#clustering#regressionanalysis#supportvectormachines#decisiontree#supervisedlearning#ai Скачать
NLP Revision notes #nlp#lemma#tokenization#transformers#largelanguagemodels#bow#gpt#recurrent#ai Скачать
Long short term memory#recurrent#neuralnetworks#lstm#nlp#attention#tagging#forget#gate#gradient#ai Скачать
Essential data science #datastructure#pca#regularization#cnn#regressionanalysis#bias #variance#ai Скачать
Spiking Neural Networks#gpt#snn#backpropagation#neuralnetworks#machinelearning#gradient#datascience Скачать
Diffusionmodels#stablediffusion#transformers#denoise#encoder#decoder#audio#video#largelanguagemodels Скачать
Long short term memory(LSTM)#nlp#recurrent #neuralnetworks#longshort#term#memory#generativeai#maths Скачать
LLM hyperperameters#promptengineering#largelanguagemodels#temperature#greedy#finetuning#generativeai Скачать
Mixture ofexperts explained#sparse#routers#architecture#generativeai#datascience#largelanguagemodels Скачать
Convolutional Neural Networks and Vision transformer#transformers#cnn#neuralnetworks#datascience#ai Скачать
RAG made easy#retrieval#augmented#generation#benefits#architecture#nlp#generativeai#deeplearning#ai Скачать
BiasVariancetradeoff #bias#variance#machinelearning#deeplearning#datascience#ai#overfitting#tradeoff Скачать
Vanishing gradient in deep learning#gradient#backpropagation#forward#neuralnetworks#machinelearning Скачать
Important SQL notes#sqlite#sqlinterviewquestions#learning#datascience#machinelearning#ailearning#ai Скачать
GradientDescent Optimizers#optimization#adam#gradientdescent#rms#stochastic#deeplearning#datascience Скачать
Types of Gradient descent#gradientdescent#stochastic#gradient#batch#datawrangling#deeplearning#ai Скачать
Revisit Data science withcode#machinelearning#python#nlp#prediction#clustering#reinforcementlearning Скачать
BERT large language model#bidirectional#encoder#representation#transformers#largelanguagemodels#ai Скачать
learning rate#deeplearning#machinelearning#neuralnetworks#datascience#basics#fundamentals#ailearning Скачать
Java programs forrevision#javaprogramming#javascript#coding#javascripttutorial#datascience#ai#shorts Скачать
Graph Neural Retrieval for Large language model reasoning#graph#neuralnetworks#largelanguagemodels Скачать
Object Oriented programming language (Oop) Core Java Notes#javaprogramming#objectorientedprogramming Скачать
Activation functions#fundamentals#deeplearning#deeplearning#activation#machinelearning#datascience Скачать
Java handwritten notes#java#stack#polymorphism#linkedlist#encapsulation#queue#coding#javaprogramming Скачать
Introducing futureof NLP-LLama3#llama#meta#nlp#chatbot#apps#largelanguagemodels#generativeai#ai#math Скачать
Build smart chatbots with Mistral7b#pythoncoding#googlecolab#mistralai#largelanguagemodels#chatbot Скачать
Retrieval AugmentedGeneration(RAG) in details from architecture to futurescope#generativeai#ai#maths Скачать
Gated Sparse autoencoder-architecture, applications,benefits vsother autoencoder#autoencoder#ai#math Скачать
Supercharge apps with xLSTM#nlp#lstm#apps#xLStm#generativeai#chatbot#largelanguagemodels#datascience Скачать
Supercharge large language models with Representation finetuning#finetuning#largelanguagemodels #ai Скачать
Introducing LoRA(low rank adaptation of language models),DoRA,MTLoRA, AdvLoRA#largelanguagemodels#ai Скачать
Ensemble techniques#machinelearning#classification#boosting#bagging#ensemble#regressionanalysis#ai Скачать
Remove background using python#python#removebackground#pythonprogramming#deeplearning#datascience#ai Скачать
30+ AI concept explained with examples#datascience#machinelearning#recurrent#generativeai#ai#shorts Скачать
AI algorithms explained#ai#datascience #learning#machinelearning#regressionanalysis#clustering#easy Скачать
microservices notes#handwritten#notes#microservicesarchitecture#microservicestutorial#microservices Скачать
project management document templates#projectmanagement#documents#template#datascience#ai#shorts Скачать
learn about SQL query execution order#sql#sqlite#query#order#datascience#ai#shorts#trending#querying Скачать
classification, regression, cross validation,class imbalance,ROC curve, hyperperameters tuning notes Скачать
Kolmogorov-Arnold Networks (KANs) in 30seconds#kan#neuralnetworks#datascience#ai#viral#generativeai Скачать
Calculate CLIP(Contrastive Language-Image Pre-Training)byhand#maths#clip#neuralnetworks#datascience Скачать
How does an LLM sample a sentence#largelanguagemodels#sampling#sentence#nlp#datascience#trending#ai Скачать
Calculate dropout byhand#dropout#neuralnetworks#finetune#deeplearning#datascience#machinelearning#ai Скачать
Calculate self attention byhand#attention#transformers#datascience#generativeai#machinelearning#ai Скачать
Calculate batch normalisation byhand#batch#normalization#generativeai#viral#datascience#trending#ai Скачать
Calculate Deep RNN byhand#Recurrent#neuralnetworks#datascience#machinelearning#maths#viral#ai#shorts Скачать
Kolmogorov-Arnold Networks(KAN)#mlp#neuralnetworks#generativeai#datascience#deeplearning#trending#ai Скачать
Fine-tune LoRA(low rank adaptation)#lora#finetune#generativeai#datascience#trending#languagemodels Скачать
How to fit many GPUs in 1 Low rank adaptation of large language models #lora#largelanguagemodels#ai Скачать
Calculate Reinforcement learning from human feedback byhand#reinforcementlearning#human#feedback#ai Скачать
Advanced Retrieval Augmented Generation(RAG)#generativeai#datascience#deeplearning#chatbot#apps#ai Скачать
Calculate graph Convolutional Networks byhand#graph#convolutionalneuralnetworks#datascience#ai#viral Скачать
Calculate switch transformer byhand#gemini#sparse#mixtureofexperts#datascience#generativeai#viral#ai Скачать
SQLMindmap#sql#sqlite#programming#sqltips#sqlinterviewquestions#sqlinterviewquestions#datascience#ai Скачать
Calculate xLSTM by hand#lstm#nlp#largelanguagemodels#datascience#generativeai#machinelearning#shorts Скачать
Calculate back propagation by hand#maths#backpropagation#datascience#neuralnetworks#machinelearning Скачать
Compare large language models#datascience#generativeai#machinelearning#deeplearning#ai#viral#shorts Скачать
Calculate GeminiMultimodal byhand#gemini#multimodal#languagemodels#generativeai#datascience#ai#viral Скачать
Calculate Mixture of experts by hand#largelanguagemodels#maths#generativeai#datascience#deeplearning Скачать
Matrix multiplication byhand#matrix#multiplication#maths#neuralnetworks#datascience#machinelearning Скачать
Calculate Autoencodersbyhand#autoencoder#maths#datascience#machinelearning#deeplearning#generativeai Скачать
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Calculate ANN byhand#datascience#artificialneuralnetwork#viral#machinelearning#ai#deeplearning#viral Скачать
Calculate dotproduct byhand#dotproduct#neuralnetworks#deeplearning#datascience#machinelearning#maths Скачать
Calculate RNN byhand#recurrent#neuralnetworks#datascience#generativeai#ai#shorts#viral#maths#handson Скачать
Calculate GAN byhand#generativeadversarialnetworks#handsonlearnin#datascience#generativeai#viral#ai Скачать
Calculate SVM by hand#supportvectormachines#machinelearning#maths#datascience#generativeai#ai#viral Скачать
Calculate AI byhand#batch#neuralnetworks#maths#datascience#deeplearning#generativeai#machinelearning Скачать
Important python codes#python#coding#anagrams#calender#handwritten#barcode#language#ai#shorts#viral Скачать
Calculate transformer by hand#ai#transformers#generativeai#datascience#viral#deeplearning#shorts Скачать
Calculate Mamba S6 model byhand#ai#mamba#handsonlearning#datascience#generativeai#viral#deeplearning Скачать
Calculate vector database by hand#vector#database#generativeai#nlp#datascience#viral#ai#deeplearning Скачать
Calculate SORAs diffusion transformer byhand#transformers#sora#diffusion#maths#datascience#viral#ai Скачать
Calculate Variational Autoencoder byhand#autoencoder#datascience#maths#hand learning#ai#generativeai Скачать
Calculate ResNet byhand#datascience#ai#generativeai#deeplearning#machinelearning#viral#neuralnetwork Скачать
Advanced RAG:Retrieval python module architecture#retrieval#augmented#generation#generativeai#shorts Скачать
When to use RAG#retrieval#augmented#generation#generativeai#datascience#ai#shorts#viral#chatbot Скачать
Calculate SparseAutoencoders byhand#transformers#encoder#decoder#activation#gradient#datascience#ai Скачать
Calculate UNet by hand#segmentation#maths#handsonlearning#datascience#deeplearning#viral#shorts#ai Скачать
Calculate AI by hand#datascience#handsonlearning#maths#generativeai#machinelearning#ai#deeplearning Скачать
Calculatedeeplearning byhand#deeplearning#maths#handsonlearning#datascience#ai#machinelearning#viral Скачать
Calculate softmaxAI byhand#maths#softmax#handsonlearning#datascience#ai#shorts#viral#machinelearning Скачать
Machine learning techniques-Reinforcement, Federated, Meta, Collaborative,Active,supervised,transfer Скачать
Advanced NLP-word embeddings,WSD, dependency and syntactic parsing,POS tagging,tokenization etc#nlp Скачать
Kolmogorov-Arnold Networks(KAN) architecture, advantages and application#datascience#mlp#ai#viral Скачать
Calculate hidden layers by hand#neuralnetworks#datascience#machinelearning#handsonlearning#ai#shorts Скачать
Calculate activate function by hand-Sigmoid, ReLU, tanh#activation#maths#datascience#ai#shorts#viral Скачать
Clustering Techniques-kmeans, Hierarchical, density based,spherical,constraints, mixture,topological Скачать
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How to build interactive data dashboards with hvplot, panel and holoviews in python#code#python#ai Скачать
How to build simple chatbot in GoogleColab#python#chatbot#googlecolab#ai#datascience#machinelearning Скачать
Deep learning architectures-Gated Recurrent Unit,Long short term memory,recurrent NeuralNetworks#ai Скачать
Building retrieval augmented generation(RAG) based application from scratch#chatbot#python#retrieval Скачать
How to scrape data from website using python#python#webscraping#beautifulsoap#datascience#viral#ai Скачать
Advanced Retrieval Augmented Generation techniques-Re-rankers,long horizon reasoning,guardrails etc Скачать
Recurrent Neural Networks, long short term memory, NLP#nlp#lstm#recurrent#neuralnetworks#shorts#ai Скачать
Variational Autoencoder, calculation and it's applications#vae#encoder#generativeai#datascience#ai Скачать
Recommendation system-types &building recommendation system from the scratch#recommendation#ai#viral Скачать
Important git commands#git#merge#sort#branch#show#log#push#pull#update#fetch#shorts#ai#datascience Скачать
Numpy fundamentals#array#concatenation#indexing#slicing#dataanalysis#numpy#statistics#ai#datascience Скачать
Tools used in data science-data management,visualization,building,deployment,integration, monitoring Скачать