Machine Learning Courses

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AWS Bedrock AgentCore Part 7: Invoking Agent + Session Management

AWS Bedrock AgentCore Part 7: Invoking Agent + Session Management Machine Learning Courses

53 views - 1 month ago

AWS Bedrock AgentCore Part 6: Shutting down the Server in Sagemaker

AWS Bedrock AgentCore Part 6: Shutting down the Server in Sagemaker Machine Learning Courses

20 views - 1 month ago

AWS Bedrock AgentCore Part 5: Testing Agent and Traces in Cloudwatch

AWS Bedrock AgentCore Part 5: Testing Agent and Traces in Cloudwatch Machine Learning Courses

71 views - 1 month ago

AWS Bedrock AgentCore Part 4: Deploying the AgentCore Runtime

AWS Bedrock AgentCore Part 4: Deploying the AgentCore Runtime Machine Learning Courses

34 views - 1 month ago

AWS Bedrock Agent Core Part 3: Configuring Agent Runtime

AWS Bedrock Agent Core Part 3: Configuring Agent Runtime Machine Learning Courses

39 views - 1 month ago

AWS Bedrock Agent Core Part 2: Testing our Agent

AWS Bedrock Agent Core Part 2: Testing our Agent Machine Learning Courses

27 views - 1 month ago

AWS Bedrock AgentCore Part 1: Creating our Agent

AWS Bedrock AgentCore Part 1: Creating our Agent Machine Learning Courses

98 views - 1 month ago

AWS Bedrock AgentCore: Understanding Short Term Memory for Agents

AWS Bedrock AgentCore: Understanding Short Term Memory for Agents Machine Learning Courses

23 views - 1 month ago

AWS AgentCore: Introduction ToLong Term Memory for Agents

AWS AgentCore: Introduction ToLong Term Memory for Agents Machine Learning Courses

9 views - 1 month ago

AWS Bedrock Agent Core Overview from Memory to Gateway

AWS Bedrock Agent Core Overview from Memory to Gateway Machine Learning Courses

31 views - 1 month ago

Use AWS Bedrock Data Automation(BDA) to Extract Information from Video, Images, Audio, and Documents

Use AWS Bedrock Data Automation(BDA) to Extract Information from Video, Images, Audio, and Documents Machine Learning Courses

439 views - 3 months ago

Intelligent Prompt Routing with AWS Bedrock

Intelligent Prompt Routing with AWS Bedrock Machine Learning Courses

115 views - 3 months ago

Reinforcement Fine Tuning of LLMs in AWS Bedrock

Reinforcement Fine Tuning of LLMs in AWS Bedrock Machine Learning Courses

292 views - 3 months ago

Testing our AWS Rekognition + Meta SAM Pipeline

Testing our AWS Rekognition + Meta SAM Pipeline Machine Learning Courses

24 views - 3 months ago

Understanding How we can Use AWS Rekognition with Meta's SAM Model

Understanding How we can Use AWS Rekognition with Meta's SAM Model Machine Learning Courses

39 views - 3 months ago

Building Your Own Computer Vision Startup with AWS Rekognition and Meta's SAM Model

Building Your Own Computer Vision Startup with AWS Rekognition and Meta's SAM Model Machine Learning Courses

62 views - 3 months ago

Meta's Segment Anything Model, AutoPrompt Mode

Meta's Segment Anything Model, AutoPrompt Mode Machine Learning Courses

19 views - 3 months ago

Cross Attention(Image to Prompt) in Meta's SAM Model

Cross Attention(Image to Prompt) in Meta's SAM Model Machine Learning Courses

31 views - 3 months ago

Using Meta's Segment Anything Model in AWS Sagemaker

Using Meta's Segment Anything Model in AWS Sagemaker Machine Learning Courses

54 views - 3 months ago

How Meta's Segment Anything Model(SAM) is trained

How Meta's Segment Anything Model(SAM) is trained Machine Learning Courses

11 views - 3 months ago

Loading Open Source Models(Meta's SAM) to AWS Sagemaker

Loading Open Source Models(Meta's SAM) to AWS Sagemaker Machine Learning Courses

27 views - 3 months ago

Understanding Vision Transformers through an Example

Understanding Vision Transformers through an Example Machine Learning Courses

31 views - 3 months ago

Introducton To Prompt Encoder for Meta's Segement Anything Model

Introducton To Prompt Encoder for Meta's Segement Anything Model Machine Learning Courses

23 views - 3 months ago

Quadratic Operations for LLMs Explained

Quadratic Operations for LLMs Explained Machine Learning Courses

15 views - 3 months ago

Vision Transfromers vs Convolutional Neural Networks

Vision Transfromers vs Convolutional Neural Networks Machine Learning Courses

87 views - 3 months ago

Initialising the Bedrock Stream for AWS Nova Sonic Speech to Speech

Initialising the Bedrock Stream for AWS Nova Sonic Speech to Speech Machine Learning Courses

13 views - 4 months ago

Giving Tool Access to our Voice Agents

Giving Tool Access to our Voice Agents Machine Learning Courses

21 views - 4 months ago

Processing Audio Inputs for our Voice Agents

Processing Audio Inputs for our Voice Agents Machine Learning Courses

7 views - 4 months ago

Event Loops for Voice Agents

Event Loops for Voice Agents Machine Learning Courses

15 views - 4 months ago

Understanding Bidirectional Streaming for Voice Agents

Understanding Bidirectional Streaming for Voice Agents Machine Learning Courses

39 views - 4 months ago

Building Ultra Low Latency, Interruptible Voice Agents with AWS

Building Ultra Low Latency, Interruptible Voice Agents with AWS Machine Learning Courses

16 views - 4 months ago

Deploying our Fine Tuned LLM to Sagemaker

Deploying our Fine Tuned LLM to Sagemaker Machine Learning Courses

340 views - 9 months ago

Fine Tuning LLMs in Sagemaker(PeFT, Mixed Precision, Quantization)

Fine Tuning LLMs in Sagemaker(PeFT, Mixed Precision, Quantization) Machine Learning Courses

125 views - 9 months ago

Fine Tune a Mixtral Model on Sagemaker Course(PeFT, LoRA, Quantization, Mixed Precision Training)

Fine Tune a Mixtral Model on Sagemaker Course(PeFT, LoRA, Quantization, Mixed Precision Training) Machine Learning Courses

192 views - 9 months ago

Mixed Precision Training: Bfloat16 vsFloat32

Mixed Precision Training: Bfloat16 vsFloat32 Machine Learning Courses

250 views - 9 months ago

Implementing Mixed Precision Training in Sagemaker

Implementing Mixed Precision Training in Sagemaker Machine Learning Courses

25 views - 9 months ago

Testing our Fine Tuned Sagemaker LLM with Streamlit, through API Gateway, and AWS Lambda

Testing our Fine Tuned Sagemaker LLM with Streamlit, through API Gateway, and AWS Lambda Machine Learning Courses

45 views - 9 months ago

Understanding LoRA with Python Part 1

Understanding LoRA with Python Part 1 Machine Learning Courses

138 views - 9 months ago

Understanding Double Quantization for LLMs

Understanding Double Quantization for LLMs Machine Learning Courses

99 views - 9 months ago

LoRA Numerical Example

LoRA Numerical Example Machine Learning Courses

119 views - 9 months ago

LoRA Cost Saving Example

LoRA Cost Saving Example Machine Learning Courses

53 views - 9 months ago

Understanding LoRA with Python Part 2

Understanding LoRA with Python Part 2 Machine Learning Courses

49 views - 9 months ago

Introduction To Low Rank Adapters(LoRA)

Introduction To Low Rank Adapters(LoRA) Machine Learning Courses

248 views - 9 months ago

LLM Chunking Part 5: Creating Our Chunking Function

LLM Chunking Part 5: Creating Our Chunking Function Machine Learning Courses

53 views - 9 months ago

LLM Chunking Part 4: Slicing and Chunking

LLM Chunking Part 4: Slicing and Chunking Machine Learning Courses

34 views - 9 months ago

LLM Chunking Part 3: Understanding Batching for Chunks

LLM Chunking Part 3: Understanding Batching for Chunks Machine Learning Courses

102 views - 9 months ago

LLM Chunking Part 2: Chain Iterator and List Constructor Example ForTokenIds and Attention Mask

LLM Chunking Part 2: Chain Iterator and List Constructor Example ForTokenIds and Attention Mask Machine Learning Courses

53 views - 9 months ago

LLM Chunking Part 1: Understand Star Unpacking

LLM Chunking Part 1: Understand Star Unpacking Machine Learning Courses

164 views - 9 months ago

Creating Lambda Function Action Group For the Restaurant Agent

Creating Lambda Function Action Group For the Restaurant Agent Machine Learning Courses

1.1K views - 1 year ago

Creating and Testing the Supervisor agent in AWS Bedrock

Creating and Testing the Supervisor agent in AWS Bedrock Machine Learning Courses

1.8K views - 1 year ago

Testing the Accommodation Agent for Hotels and Airbnbs

Testing the Accommodation Agent for Hotels and Airbnbs Machine Learning Courses

144 views - 1 year ago

Testing Our AWS Bedrock Multi Agentic Workflow with Postman

Testing Our AWS Bedrock Multi Agentic Workflow with Postman Machine Learning Courses

329 views - 1 year ago

Deploying our Multi Agentic Workflow with AWS API Gateway

Deploying our Multi Agentic Workflow with AWS API Gateway Machine Learning Courses

206 views - 1 year ago

Multi Agentic Workflow on AWS Bedrock Demo

Multi Agentic Workflow on AWS Bedrock Demo Machine Learning Courses

1K views - 1 year ago

Architecture Diagram of a Multi-agentic workflow on AWS Bedrock

Architecture Diagram of a Multi-agentic workflow on AWS Bedrock Machine Learning Courses

780 views - 1 year ago

Calculate the Derivative of the Sigmoid Function for Backpropagation

Calculate the Derivative of the Sigmoid Function for Backpropagation Machine Learning Courses

395 views - 1 year ago

Mathematics Behind Backpropagation | Theory and Python Code

Mathematics Behind Backpropagation | Theory and Python Code Machine Learning Courses

103 views - 1 year ago

Understanding Partial Derivatives for Backpropagation

Understanding Partial Derivatives for Backpropagation Machine Learning Courses

427 views - 1 year ago

Understanding the Chain Rule for Backpropagation

Understanding the Chain Rule for Backpropagation Machine Learning Courses

990 views - 1 year ago

Visualizing the MSE Loss Function and Understanding Gradients

Visualizing the MSE Loss Function and Understanding Gradients Machine Learning Courses

257 views - 1 year ago