Video: Maxout Activation Function - AWS AI Practitioner AIF-C01

Curso: AWS AI Practitioner AIF-C01 Certification Course
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Welcome to the AWS AI Practitioner (AIF-C01) Complete Certification Course! This playlist contains over 100 lessons designed to help you master the fundamentals of AWS AI and prepare for the AWS AI Practitioner AIF-C01 certification exam.

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Meet Your Instructor - AWS AI Practitioner AIF-C01
Course Introduction - AWS AI Practitioner AIF-C01
Exam Guide Breakdown - AWS AI Practitioner AIF-C01
What is AI? An Introduction to Artificial Intelligence - AWS AI Practitioner AIF-C01
AI vs Generative AI: What's the Difference? - AWS AI Practitioner AIF-C01
Introduction to Jupyter Notebooks: A Guide for Beginners - AWS AI Practitioner AIF-C01
What is NLP? Natural Language Processing Explained - AWS AI Practitioner AIF-C01
Understanding Regression in Machine Learning - AWS AI Practitioner AIF-C01
Classification in Machine Learning: Concepts and Techniques - AWS AI Practitioner AIF-C01
What is Clustering in Machine Learning? - AWS AI Practitioner AIF-C01
Types of Machine Learning - AWS AI Practitioner AIF-C01
Divisions of Machine Learning - AWS AI Practitioner AIF-C01
What is Classical Machine Learning? - AWS AI Practitioner AIF-C01
Supervised vs Unsupervised Learning: What’s the Difference? - AWS AI Practitioner AIF-C01
Supervised, Unsupervised, and Reinforcement Learning - AWS AI Practitioner AIF-C01
Supervised Learning Models Explained - AWS AI Practitioner AIF-C01
Unsupervised Learning Models - AWS AI Practitioner AIF-C01
Neural Networks and Deep Learning - AWS AI Practitioner AIF-C01
Introduction to Perceptrons: The Building Block of Neural Networks - AWS AI Practitioner AIF-C01
Basic Perceptron Network - AWS AI Practitioner AIF-C01
Activation Functions in Neural Networks Explained - AWS AI Practitioner AIF-C01
Linear Activation Function Explained - AWS AI Practitioner AIF-C01
Binary Step Activation Function Explained - AWS AI Practitioner AIF-C01
Sigmoid Activation Function: How It Works - AWS AI Practitioner AIF-C01
Tahn Activation Function - AWS AI Practitioner AIF-C01
ReLU Activation Function - AWS AI Practitioner AIF-C01
Leaky ReLU Activation Function - AWS AI Practitioner AIF-C01
ELU Activation Function - AWS AI Practitioner AIF-C01
Swish Activation Function - AWS AI Practitioner AIF-C01
Maxout Activation Function - AWS AI Practitioner AIF-C01
SoftMax Activation Function - AWS AI Practitioner AIF-C01
What is an Algorithm? - AWS AI Practitioner AIF-C01
What is an ML Model? - AWS AI Practitioner AIF-C01
What is a Feature in Machine Learning? - AWS AI Practitioner AIF-C01
What is Inference in Machine Learning? - AWS AI Practitioner AIF-C01
Parameters vs Hyperparameters: What's the Difference? - AWS AI Practitioner AIF-C01
What is Responsible AI? Ethics and Best Practices - AWS AI Practitioner AIF-C01
What is Data Labeling? - AWS AI Practitioner AIF-C01
What is Data Mining? - AWS AI Practitioner AIF-C01
Data Mining Methods Explained - AWS AI Practitioner AIF-C01
What is Knowledge Mining? - AWS AI Practitioner AIF-C01
What is Data Wrangling? Transforming Raw Data - AWS AI Practitioner AIF-C01
What is Data Modeling? - AWS AI Practitioner AIF-C01
What is Data Analytics? - AWS AI Practitioner AIF-C01
What is a Data Scientist? - AWS AI Practitioner AIF-C01
Data Roles Compared - AWS AI Practitioner AIF-C01
Train vs Test vs Validation Dataset - AWS AI Practitioner AIF-C01
What is a Corpus in Machine Learning? - AWS AI Practitioner AIF-C01
What is a Data Type? - AWS AI Practitioner AIF-C01
What is a Foundational Model? - AWS AI Practitioner AIF-C01
What is a Large Language Model (LLM)? - AWS AI Practitioner AIF-C01
Understanding Transformer Architecture in AI - AWS AI Practitioner AIF-C01
What is Tokenization in NLP? - AWS AI Practitioner AIF-C01
Tokens and Model Capacity - AWS AI Practitioner AIF-C01
What are Embeddings? Representing Data in AI - AWS AI Practitioner AIF-C01
What is Positional Encoding in Transformers? - AWS AI Practitioner AIF-C01
What is Attention in Machine Learning? - AWS AI Practitioner AIF-C01
Fine-Tuning Large Language Models (LLMs) Explained - AWS AI Practitioner AIF-C01
Introduction to Amazon Bedrock - AWS AI Practitioner AIF-C01
Amazon Bedrock Model Catalog - AWS AI Practitioner AIF-C01
Deploying Models with Amazon Bedrock - AWS AI Practitioner AIF-C01
Amazon Bedrock Playgrounds: Test and Experiment with AI Models - AWS AI Practitioner AIF-C01
Amazon Bedrock Setup Guide - AWS AI Practitioner AIF-C01
How to Turn Off SageMaker Notebook Warning - AWS AI Practitioner AIF-C01
Prompt Engineering with Amazon Bedrock - AWS AI Practitioner AIF-C01
Text Generation with Amazon Bedrock - AWS AI Practitioner AIF-C01
Using Amazon Bedrock Knowledge Base for AI Solutions - AWS AI Practitioner AIF-C01
Amazon Bedrock RAG: Retrieval-Augmented Generation - AWS AI Practitioner AIF-C01
Amazon Bedrock Agents: Automate AI Workflows - AWS AI Practitioner AIF-C01
Amazon Bedrock Agent Follow Along - AWS AI Practitioner AIF-C01
Amazon Bedrock Prompt Flow - AWS AI Practitioner AIF-C01
Amazon Bedrock Prompt Flow Follow Along - AWS AI Practitioner AIF-C01
Amazon Bedrock Cleanup: RAG and Agent Management - AWS AI Practitioner AIF-C01
Amazon Bedrock Prompt Manager - AWS AI Practitioner AIF-C01
Creating Custom Models with Amazon Bedrock - AWS AI Practitioner AIF-C01
Custom Models Follow Along with Amazon Bedrock - AWS AI Practitioner AIF-C01
Image Generation with Amazon Bedrock - AWS AI Practitioner AIF-C01
Implementing Guardrails in Amazon Bedrock - AWS AI Practitioner AIF-C01
Guardrails Follow Along with Amazon Bedrock - AWS AI Practitioner AIF-C01
Amazon Bedrock Invocation Logging - AWS AI Practitioner AIF-C01
Invocation Logging Follow Along with Amazon Bedrock - AWS AI Practitioner AIF-C01
Evaluating AI Models with Amazon Bedrock - AWS AI Practitioner AIF-C01
Evaluation Follow Along with Amazon Bedrock - AWS AI Practitioner AIF-C01
Third-Party Vector Search Solutions for Generative AI - AWS AI Practitioner AIF-C01
Pinecone Vector Database Follow Along - AWS AI Practitioner AIF-C01
Amazon Aurora and RDS PG Vector for Generative AI - AWS AI Practitioner AIF-C01
PG Vector Follow Along with Amazon RDS - AWS AI Practitioner AIF-C01
Using DynamoDB and DocumentDB for Generative AI - AWS AI Practitioner AIF-C01
Leveraging Amazon Neptune for Generative AI Applications - AWS AI Practitioner AIF-C01
Amazon OpenSearch for Generative AI - AWS AI Practitioner AIF-C01
Introduction to AWS PartyRock - AWS AI Practitioner AIF-C01
AWS PartyRock Follow Along - AWS AI Practitioner AIF-C01
General Machine Learning Workflow - AWS AI Practitioner AIF-C01
What are ML Pipelines? - AWS AI Practitioner AIF-C01
Data Readiness: Preparing Your Data for Machine Learning - AWS AI Practitioner AIF-C01
Data Wrangler: Simplify Data Preparation with AWS - AWS AI Practitioner AIF-C01
How to Handle SageMaker Canvas Warnings - AWS AI Practitioner AIF-C01
Introduction to SageMaker Canvas - AWS AI Practitioner AIF-C01
SageMaker Canvas Follow Along - AWS AI Practitioner AIF-C01
SageMaker Feature Store - AWS AI Practitioner AIF-C01
Deploying Models with SageMaker Endpoints - AWS AI Practitioner AIF-C01
Introduction to SageMaker Python SDK - AWS AI Practitioner AIF-C01
Labeling Data with SageMaker Ground Truth - AWS AI Practitioner AIF-C01
SageMaker Automatic Model Tuning - AWS AI Practitioner AIF-C01
SageMaker Inference: Making Predictions with AWS - AWS AI Practitioner AIF-C01
Monitoring Models with SageMaker Model Monitor - AWS AI Practitioner AIF-C01
Managing Models with SageMaker Model Registry - AWS AI Practitioner AIF-C01
Data Processing with SageMaker Processing Jobs - AWS AI Practitioner AIF-C01
Building Machine Learning Pipelines with SageMaker - AWS AI Practitioner AIF-C01
Ensuring Fairness with SageMaker Clarify - AWS AI Practitioner AIF-C01
Documenting Models with SageMaker Model Cards - AWS AI Practitioner AIF-C01
Getting Started Quickly with SageMaker JumpStart - AWS AI Practitioner AIF-C01
Introduction to SageMaker Studio Labs - AWS AI Practitioner AIF-C01
Amazon A2I (Augmented AI) - AWS AI Practitioner AIF-C01
What are Evaluation Metrics in Machine Learning? - AWS AI Practitioner AIF-C01
Understanding the Confusion Matrix for Model Evaluation - AWS AI Practitioner AIF-C01
Classification Metrics: Accuracy vs. Precision - AWS AI Practitioner AIF-C01
Classification Metrics: Accuracy vs. F1 Score - AWS AI Practitioner AIF-C01
ROC Curve and AUC: Evaluating Classification Models - AWS AI Practitioner AIF-C01
Ranking Metrics for Evaluating Machine Learning Models - AWS AI Practitioner AIF-C01
Metrics for Evaluating Computer Vision Models - AWS AI Practitioner AIF-C01
Evaluation Metrics for Natural Language Processing - AWS AI Practitioner AIF-C01
NLP Metrics Follow Along - AWS AI Practitioner AIF-C01
Evaluation Metrics for Deep Learning Models - AWS AI Practitioner AIF-C01
Evaluation Metrics for Regression Models - AWS AI Practitioner AIF-C01
Foundation Model Evaluation Library: Tools and Techniques - AWS AI Practitioner AIF-C01
Introduction to Amazon Q: AI-Powered Developer Assistant - AWS AI Practitioner AIF-C01
Amazon CodeWhisperer: AI-Powered Code Completion - AWS AI Practitioner AIF-C01
Using Amazon Q and CodeWhisperer Together for AI-Assisted Development - AWS AI Practitioner AIF-C01
Introduction to Amazon CodeGuru for Code Optimization - AWS AI Practitioner AIF-C01
Amazon CodeGuru Follow Along - AWS AI Practitioner AIF-C01
Introduction to Amazon Comprehend for NLP - AWS AI Practitioner AIF-C01
Amazon Comprehend Follow Along - AWS AI Practitioner AIF-C01
Introduction to Amazon Forecast for Time Series Predictions - AWS AI Practitioner AIF-C01
Amazon Fraud Detection Service: Identifying Anomalies in Transactions - AWS AI Practitioner AIF-C01
Amazon Kendra: Intelligent Search for Enterprise Content - AWS AI Practitioner AIF-C01
Amazon Kendra Follow Along - AWS AI Practitioner AIF-C01
Amazon Lex: Building Conversational Bots with AI - AWS AI Practitioner AIF-C01
Amazon Personalize: Customizing Recommendations with AI - AWS AI Practitioner AIF-C01
Amazon Personalize Follow Along - AWS AI Practitioner AIF-C01
Amazon Polly: Text-to-Speech Service - AWS AI Practitioner AIF-C01
Amazon Polly Follow Along - AWS AI Practitioner AIF-C01
Introduction to Amazon Rekognition for Image and Video Analysis - AWS AI Practitioner AIF-C01
Amazon Rekognition Follow Along - AWS AI Practitioner AIF-C01
Introduction to Amazon Textract for Document Analysis - AWS AI Practitioner AIF-C01
Amazon Textract Follow Along - AWS AI Practitioner AIF-C01
Introduction to Amazon Translate for Language Translation - AWS AI Practitioner AIF-C01
Amazon Translate Follow Along - AWS AI Practitioner AIF-C01
Introduction to ISO AI Standards for Generative AI Security - AWS AI Practitioner AIF-C01
ISO AI Standard Follow Along - AWS AI Practitioner AIF-C01
Understanding the Algorithmic Accountability Act for AI Security - AWS AI Practitioner AIF-C01
Algorithmic Accountability Act Follow Along - AWS AI Practitioner AIF-C01
Generative AI Security Scoping Matrix - AWS AI Practitioner AIF-C01
Generative AI Security Scoping Matrix Follow Along - AWS AI Practitioner AIF-C01
Understanding and Mitigating Prompt Injection Attacks - AWS AI Practitioner AIF-C01
Introduction to Amazon Athena: Interactive SQL Queries - AWS AI Practitioner AIF-C01
Understanding Athena SQL Components - AWS AI Practitioner AIF-C01
Exploring Athena SQL Data Types - AWS AI Practitioner AIF-C01
Understanding Athena SQL SerDe for Data Serialization - AWS AI Practitioner AIF-C01
Creating and Managing Tables in Athena SQL - AWS AI Practitioner AIF-C01
Introduction to AWS Glue: Serverless Data Integration - AWS AI Practitioner AIF-C01
Getting Started with AWS Glue Studio - AWS AI Practitioner AIF-C01
Understanding AWS Glue Jobs for Data Transformation - AWS AI Practitioner AIF-C01
AWS Glue Data Catalog - AWS AI Practitioner AIF-C01
AWS Glue Data Catalog Crawlers: Automate Metadata Discovery - AWS AI Practitioner AIF-C01
Ensuring Data Quality with AWS Glue - AWS AI Practitioner AIF-C01
Introduction to AWS Glue DataBrew: Visual Data Preparation - AWS AI Practitioner AIF-C01
Data Catalog Table and Glue Visual ETL Follow Along - AWS AI Practitioner AIF-C01
Introduction to Amazon OpenSearch: Search and Analytics - AWS AI Practitioner AIF-C01
Amazon OpenSearch Follow Along - AWS AI Practitioner AIF-C01
Introduction to Data Lakes: Managing Big Data - AWS AI Practitioner AIF-C01
Introduction to AWS Lake Formation: Building Secure Data Lakes - AWS AI Practitioner AIF-C01
Understanding the ISO AI Standard – AWS Certified AI Practitioner (AIF-C01) Course
ISO AI Standard Follow Along – AWS Certified AI Practitioner (AIF-C01) Course
Overview of the Algorithmic Accountability Act – AWS Certified AI Practitioner (AIF-C01) Course
Algorithmic Accountability Act Follow Along – AWS Certified AI Practitioner (AIF-C01) Course
Generative AI Security Scoping Matrix – AWS Certified AI Practitioner (AIF-C01) Course
Generative AI Security Scoping Matrix Follow Along – AWS Certified AI Practitioner (AIF-C01) Course
Understanding Prompt Injection Attacks – AWS Certified AI Practitioner (AIF-C01) Course

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