#shorts VECTORIZATION

END TO END deployment of summarization project using AWS and NLP | MLOPS | AWS | machine learning

BYTE PAIR ENOCDING TOKENIZER | BPE tokenizer | tokenizers in nlp | machine learning | data science

Credit card fraud detection | data science projects | machine learning | data analysis | EDA

IMPLEMENTATION OF TASK QUEUE SYTEM USING CELERY, FLASK, MONGO DB | Simple task queues | TASK QUEUES

Deployment of named entity recognition | nlp projects | data science projects | machine learning

DISTILBERT MODEL TUTORIAL | transformers in nlp | natural language processing | NLU | chatbots

CLASSIFICATION WITH TPU | MACHINE LEARNING | DATA SCIENCE | NLP | COMPUTER VISION

MULTI GPU TRAINING | MACHINE LEARNING | DATA SCIENCE | NLP | DISTRIBUTED TRAINING | GPU USAGE

END TO END TEXT CLASSIFICATION | MACHINE LEARNING | DATA SCIENCE | NLP | DATA SCIENCE PROJECTS

ROBERTA model tutorial | machine learning | deep learning | transformer models | NLP models

ALBERT MODEL TUTORIAL | TRANSFORMER MODELS | BERT MODEL | MACHINE LEARNING | DATA SCIENCE | NLP

Q&A GENERATION IN NLP | Data science | machine learning | transformers | fast api | nlp | python

MICRO SERVICE DESIGN FOR NLP MODELS | microservices | rest api | mongo db | mongo db fast api |

TOKENIZTION IN NLP | DATA PRE PROCESSING | TOKENIZERS IN NLP | TRANSFORMERS | NLP MODELS

DEPLOYMENT OF INTENT_CLASSIFICATION TASK | KUBERNETES | DOCKER | NLP | MACHINE LEARNING | TENSORFLOW

FAST API AND REDIS INTRODUCTION TUTORIAL | FAST API TUTORIAL | REDIS TUTORIAL | FAST API | REDIS

Data analysis | data analysis projects | data science projects | exploratory data analysis | pandas

UNIT PRICE PREDICTION | how to start a data science project | data science projects | data analysis

perfume classification | how to start a data science project | data science projects | data analysis

Concrete Strength Prediction | how to start a data science project | data science projects |

Difference between the UMAP and HDBSCAN CLUSTERING | data science | machine learning | data analysis

LOCALLY LINEAR EMBEDDING IMPLEMENTATION | data science | machine learning | dimensionality reduction

Difference between MULTICORE TSNE and TSNE | machine learning | data science | deep learning | EDA

MULTI CORE TSNE implementation | data science | machine learning | exploratory data analysis | EDA

TSNE IMPLEMENTATION | data science | machine learning | deep learning | data analysis | EDA

ISOMAP implementation | data science | machine learning | deep learning | feature engineering | EDA

UMAP VS KMEANS CLUSTERING | data science || machine learning || deep learning || data analysis

HOW TO CHOOSE PARAMETERS FOR CYCLICAL LEARNING RATES || machine learning || deep learning

INTRODUCTION TO CYCLICAL LEARNING RATE | data science | machine learning | deep learning |

FACTOR LEARNING RATE SCHEDULER || machine learning || deep learning || data science | learning rate

POLYNOMIAL LEARNING RATE SCHEDULER || machine learning || deep learning || learning rate

STEP BASED LEARNING RATE SCHEDULER || machine learning || deep learning || data science || nlp ||

SQUARE ROOT LEARNING RATE SCHEDULER || machine learning || deep learning || data science || python

SCHEDULING OF LEARNING RATE || machine learning || deep learning || data science || learning rate

LEARNING RATE || machine learning || deep learning || data science || computer vision || kaggle

HOW TO GET DATA FROM NASDAQ || data science || machine learning || data analysis || data analysis

HOW TO GET DATA FROM IMF || data science || machine learning || deep learning || computer vision

HOW TO GET DATA FROM WORLD BANK || data science || machine learning || data analysis || eda

SERLU activation function from scratch || data science || machine learning || deep learning || nlp

SELU activation function from scratch || deep learning || machine learning || data science || nlp

ELISH activation function from scratch || data science || machine learning || deep learning || nlp

MISH activation function from scratch || data science || machine learning || deep learning || nlp

DEPLOYMENT of deep learning models IN EDGE DEVICES || data science || deep learning || ml || ai

SOFTMAX activation function || deep learning || data science || machine learning || neural networks

why we called DEEP LEARNING || data science | machine learning | deep learning | nlp | AI | ML | DL

MAX OUT ACTIVATION function from scratch || data science || machine learning || deep learning

PRelu activation function implementation from scratch

Tanh activation function implementation from scratch

SWISH ACTIVATION FUNCTION implementation from scratch

SIGMOID activation function implementation from scratch

GELU ACTIVATION FUNCTION implementation from scratch

LEAKY RELU ACTIVATION FUNCTION IMPLEMENTATION FROM SCRATCH

RELU ACTIVATION FUNCTION IMPLEMENTATION FROM SCRATCH using python

STOCHASTIC GRADIENT DESCENT OPTIMIZER IMPLEMENTATION FROM SCRATCH

NESTROV MOMENTUM OPTIMIZER IMPLEMENTATION FROM SCRATCH

MOMENTUM OPTIMIZER implementation FROM SCRATCH

ADAGRAD OPTIMIZER implementation from SCRATCH

RMS PROP OPTIMIZER implementation from scratch

outlier analysis using ELLIPTICAL ENVELOPE algorithm