Machine Learning Courses | Poke

Machine Learning Courses @UCVvso8xTYp9Et6wBXELd2Wg@youtube.com

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Testing our Sagemaker Model with Postman, AWS Api Gateway and Lambda

Analyzing AWS Sagemaker Model Load Test Results

Deploying our FineTuned LLM to Sagemaker

Analyzing AWS Sagemaker Training Job Results in CloudWatch

Understanding the Mathematics Behind Cross Entropy Loss(for LLMs)

Modify the Architecutre of LLMs in Sagemaker with PyTorch

Understanding the Tokenization Vocabulary of LLMs

Data Visualization with AWS Sagemaker

Deploy a HuggingFace Sentiment Analysis Model on AWS Sagemaker

Calculating Raw Attention Scores for Attention Mechanisms in LLMs and Transformers

Query, Key and Value Matrix for Attention Mechanisms in Large Language Models

Converting Raw Attention Scores to Probability Distributions with the Softmax Function

Understanding the mathematics Behind Dot products and Vector Alignment for Attention Mechanisms

Visualizing Positional Encodings in Sine and Cosine Graphs

Understanding Tokenization for LLMs with Python code

Tokenization for Large Language Models like ChatGPT and other Transformers

LLM Evaluation with AWS Bedrock Understanding our Evaluation Report

Retrieval Augmented Generation(RAG) in AWS Bedrock with LLMs

AWS Bedrock Inference Configurations for LLMs and Diffusion Models for Generative AI

Summarise your Meeting Notes with AWS Bedrock, Generative AI

AWS Bedrock Introduction

Serverless architecture with AWS Bedrock for Generative AI

AWS Bedrock Generative AI: Train your own LLM with your own data

Visualizing Multiple Images with Matplotlib in AWS

Data Augmentation for Object detection in AWS Sagemaker

Setup AWS Step Functions for a Machine Learning pipeline in AWS

Hyperparameter Tuning with AWS Sagemaker

Using AWS Eventbridge to set up Cron jobs for our Machine Learning Pipeline in AWS

Starting a Batch Transformation Job for Object detection in AWS Sagemaker

Data Visualization with Plotly in SageMaker(Random Cut Forest)

Evalaute your SageMaker machine learning training job in Cloudwatch

Use AWS API Gateway, Lambda functions, and Postman to Invoke Machine Learning models in AWS

Use Kaggle API to download data to AWS SageMaker Notebook for Machine Learning

How to set up Lambda Concurrency in AWS

AWS, React,Next.js,Node.js Machine Learning model in production. Testing in production

Deploy Production ready Scalable Machine Learning models with AWS , React, Node.js and DigitalOcean