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Playlist · ExamPro

AWS AI Practitioner AIF-C01 Certification Course

by ExamPro · 179 videos

Listed in Best free AWS, Azure and Google Cloud courses on YouTube, ranked by total hours

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3h 29m

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Videos (179)

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1 Meet Your Instructor - AWS AI Practitioner AIF-C01 1:05 2024-10-12
2 Course Introduction - AWS AI Practitioner AIF-C01 11:04 2024-10-12
3 Exam Guide Breakdown - AWS AI Practitioner AIF-C01 5:34 2024-10-12
4 What is AI? An Introduction to Artificial Intelligence - AWS AI Practitioner AIF-C01 2:40 2024-10-12
5 AI vs Generative AI: What's the Difference? - AWS AI Practitioner AIF-C01 4:18 2024-10-12
6 Introduction to Jupyter Notebooks: A Guide for Beginners - AWS AI Practitioner AIF-C01 2:30 2024-10-12
7 What is NLP? Natural Language Processing Explained - AWS AI Practitioner AIF-C01 4:07 2024-10-12
8 Understanding Regression in Machine Learning - AWS AI Practitioner AIF-C01 1:23 2024-10-12
9 Classification in Machine Learning: Concepts and Techniques - AWS AI Practitioner AIF-C01 1:16 2024-10-12
10 What is Clustering in Machine Learning? - AWS AI Practitioner AIF-C01 0:53 2024-10-12
11 Types of Machine Learning - AWS AI Practitioner AIF-C01 2:42 2024-10-12
12 Divisions of Machine Learning - AWS AI Practitioner AIF-C01 2:04 2024-10-12
13 What is Classical Machine Learning? - AWS AI Practitioner AIF-C01 2:20 2024-10-12
14 Supervised vs Unsupervised Learning: What’s the Difference? - AWS AI Practitioner AIF-C01 1:20 2024-10-12
15 Supervised, Unsupervised, and Reinforcement Learning - AWS AI Practitioner AIF-C01 1:14 2024-10-12
16 Supervised Learning Models Explained - AWS AI Practitioner AIF-C01 1:15 2024-10-12
17 Unsupervised Learning Models - AWS AI Practitioner AIF-C01 1:34 2024-10-12
18 Neural Networks and Deep Learning - AWS AI Practitioner AIF-C01 3:41 2024-10-12
19 Introduction to Perceptrons: The Building Block of Neural Networks - AWS AI Practitioner AIF-C01 1:00 2024-10-12
20 Basic Perceptron Network - AWS AI Practitioner AIF-C01 2:31 2024-10-12
21 Activation Functions in Neural Networks Explained - AWS AI Practitioner AIF-C01 3:18 2024-10-12
22 Linear Activation Function Explained - AWS AI Practitioner AIF-C01 0:47 2024-10-12
23 Binary Step Activation Function Explained - AWS AI Practitioner AIF-C01 0:43 2024-10-12
24 Sigmoid Activation Function: How It Works - AWS AI Practitioner AIF-C01 1:25 2024-10-12
25 Tahn Activation Function - AWS AI Practitioner AIF-C01 0:53 2024-10-12
26 ReLU Activation Function - AWS AI Practitioner AIF-C01 1:23 2024-10-12
27 Leaky ReLU Activation Function - AWS AI Practitioner AIF-C01 0:53 2024-10-12
28 ELU Activation Function - AWS AI Practitioner AIF-C01 0:46 2024-10-12
29 Swish Activation Function - AWS AI Practitioner AIF-C01 0:41 2024-10-12
30 Maxout Activation Function - AWS AI Practitioner AIF-C01 0:27 2024-10-12
31 SoftMax Activation Function - AWS AI Practitioner AIF-C01 0:48 2024-10-12
32 What is an Algorithm? - AWS AI Practitioner AIF-C01 1:32 2024-10-12
33 What is an ML Model? - AWS AI Practitioner AIF-C01 1:52 2024-10-12
34 What is a Feature in Machine Learning? - AWS AI Practitioner AIF-C01 0:50 2024-10-12
35 What is Inference in Machine Learning? - AWS AI Practitioner AIF-C01 0:42 2024-10-12
36 Parameters vs Hyperparameters: What's the Difference? - AWS AI Practitioner AIF-C01 1:31 2024-10-12
37 What is Responsible AI? Ethics and Best Practices - AWS AI Practitioner AIF-C01 1:39 2024-10-12
38 What is Data Labeling? - AWS AI Practitioner AIF-C01 1:02 2024-10-12
39 What is Data Mining? - AWS AI Practitioner AIF-C01 0:40 2024-10-12
40 Data Mining Methods Explained - AWS AI Practitioner AIF-C01 0:53 2024-10-12
41 What is Knowledge Mining? - AWS AI Practitioner AIF-C01 1:58 2024-10-12
42 What is Data Wrangling? Transforming Raw Data - AWS AI Practitioner AIF-C01 1:32 2024-10-12
43 What is Data Modeling? - AWS AI Practitioner AIF-C01 1:17 2024-10-12
44 What is Data Analytics? - AWS AI Practitioner AIF-C01 0:41 2024-10-12
45 What is a Data Scientist? - AWS AI Practitioner AIF-C01 1:24 2024-10-12
46 Data Roles Compared - AWS AI Practitioner AIF-C01 0:51 2024-10-12
47 Train vs Test vs Validation Dataset - AWS AI Practitioner AIF-C01 0:52 2024-10-12
48 What is a Corpus in Machine Learning? - AWS AI Practitioner AIF-C01 1:33 2024-10-12
49 What is a Data Type? - AWS AI Practitioner AIF-C01 1:36 2024-10-12
50 What is a Foundational Model? - AWS AI Practitioner AIF-C01 1:14 2024-10-12
51 What is a Large Language Model (LLM)? - AWS AI Practitioner AIF-C01 1:40 2024-10-12
52 Understanding Transformer Architecture in AI - AWS AI Practitioner AIF-C01 2:57 2024-10-12
53 What is Tokenization in NLP? - AWS AI Practitioner AIF-C01 1:55 2024-10-12
54 Tokens and Model Capacity - AWS AI Practitioner AIF-C01 2:19 2024-10-12
55 What are Embeddings? Representing Data in AI - AWS AI Practitioner AIF-C01 3:03 2024-10-12
56 What is Positional Encoding in Transformers? - AWS AI Practitioner AIF-C01 1:22 2024-10-12
57 What is Attention in Machine Learning? - AWS AI Practitioner AIF-C01 3:06 2024-10-12
58 Fine-Tuning Large Language Models (LLMs) Explained - AWS AI Practitioner AIF-C01 8:25 2024-10-12
59 Introduction to Amazon Bedrock - AWS AI Practitioner AIF-C01 3:14 2024-10-12
60 Amazon Bedrock Model Catalog - AWS AI Practitioner AIF-C01 1:43 2024-10-12
61 Deploying Models with Amazon Bedrock - AWS AI Practitioner AIF-C01 4:04 2024-10-12
62 Amazon Bedrock Playgrounds: Test and Experiment with AI Models - AWS AI Practitioner AIF-C01 2:14 2024-10-12
63 Amazon Bedrock Setup Guide - AWS AI Practitioner AIF-C01 7:36 2024-10-12
64 How to Turn Off SageMaker Notebook Warning - AWS AI Practitioner AIF-C01 0:45 2024-10-12
65 Prompt Engineering with Amazon Bedrock - AWS AI Practitioner AIF-C01 43:57 2024-10-12
66 Text Generation with Amazon Bedrock - AWS AI Practitioner AIF-C01 55:21 2024-10-12
67 Using Amazon Bedrock Knowledge Base for AI Solutions - AWS AI Practitioner AIF-C01 3:58 2024-10-12
68 Amazon Bedrock RAG: Retrieval-Augmented Generation - AWS AI Practitioner AIF-C01 41:24 2024-10-12
69 Amazon Bedrock Agents: Automate AI Workflows - AWS AI Practitioner AIF-C01 2:31 2024-10-12
70 Amazon Bedrock Agent Follow Along - AWS AI Practitioner AIF-C01 47:13 2024-10-12
71 Amazon Bedrock Prompt Flow - AWS AI Practitioner AIF-C01 1:57 2024-10-12
72 Amazon Bedrock Prompt Flow Follow Along - AWS AI Practitioner AIF-C01 15:06 2024-10-12
73 Amazon Bedrock Cleanup: RAG and Agent Management - AWS AI Practitioner AIF-C01 2:41 2024-10-12
74 Amazon Bedrock Prompt Manager - AWS AI Practitioner AIF-C01 1:51 2024-10-12
75 Creating Custom Models with Amazon Bedrock - AWS AI Practitioner AIF-C01 3:00 2024-10-12
76 Custom Models Follow Along with Amazon Bedrock - AWS AI Practitioner AIF-C01 30:52 2024-10-12
77 Image Generation with Amazon Bedrock - AWS AI Practitioner AIF-C01 9:32 2024-10-12
78 Implementing Guardrails in Amazon Bedrock - AWS AI Practitioner AIF-C01 2:16 2024-10-12
79 Guardrails Follow Along with Amazon Bedrock - AWS AI Practitioner AIF-C01 5:23 2024-10-12
80 Amazon Bedrock Invocation Logging - AWS AI Practitioner AIF-C01 1:09 2024-10-12
81 Invocation Logging Follow Along with Amazon Bedrock - AWS AI Practitioner AIF-C01 3:27 2024-10-12
82 Evaluating AI Models with Amazon Bedrock - AWS AI Practitioner AIF-C01 1:24 2024-10-12
83 Evaluation Follow Along with Amazon Bedrock - AWS AI Practitioner AIF-C01 19:32 2024-10-12
84 Third-Party Vector Search Solutions for Generative AI - AWS AI Practitioner AIF-C01 2:26 2024-10-13
85 Pinecone Vector Database Follow Along - AWS AI Practitioner AIF-C01 14:27 2024-10-13
86 Amazon Aurora and RDS PG Vector for Generative AI - AWS AI Practitioner AIF-C01 2:11 2024-10-13
87 PG Vector Follow Along with Amazon RDS - AWS AI Practitioner AIF-C01 13:35 2024-10-13
88 Using DynamoDB and DocumentDB for Generative AI - AWS AI Practitioner AIF-C01 1:23 2024-10-13
89 Leveraging Amazon Neptune for Generative AI Applications - AWS AI Practitioner AIF-C01 0:54 2024-10-13
90 Amazon OpenSearch for Generative AI - AWS AI Practitioner AIF-C01 0:58 2024-10-13
91 Introduction to AWS PartyRock - AWS AI Practitioner AIF-C01 2:03 2024-10-13
92 AWS PartyRock Follow Along - AWS AI Practitioner AIF-C01 14:18 2024-10-13
93 General Machine Learning Workflow - AWS AI Practitioner AIF-C01 3:06 2024-10-13
94 What are ML Pipelines? - AWS AI Practitioner AIF-C01 1:23 2024-10-13
95 Data Readiness: Preparing Your Data for Machine Learning - AWS AI Practitioner AIF-C01 2:11 2024-10-13
96 Data Wrangler: Simplify Data Preparation with AWS - AWS AI Practitioner AIF-C01 3:04 2024-10-13
97 How to Handle SageMaker Canvas Warnings - AWS AI Practitioner AIF-C01 4:11 2024-10-13
98 Introduction to SageMaker Canvas - AWS AI Practitioner AIF-C01 6:20 2024-10-13
99 SageMaker Canvas Follow Along - AWS AI Practitioner AIF-C01 10:10 2024-10-13
100 SageMaker Feature Store - AWS AI Practitioner AIF-C01 4:35 2024-10-13
101 Deploying Models with SageMaker Endpoints - AWS AI Practitioner AIF-C01 0:36 2024-10-13
102 Introduction to SageMaker Python SDK - AWS AI Practitioner AIF-C01 6:12 2024-10-13
103 Labeling Data with SageMaker Ground Truth - AWS AI Practitioner AIF-C01 5:44 2024-10-13
104 SageMaker Automatic Model Tuning - AWS AI Practitioner AIF-C01 2:40 2024-10-13
105 SageMaker Inference: Making Predictions with AWS - AWS AI Practitioner AIF-C01 7:04 2024-10-13
106 Monitoring Models with SageMaker Model Monitor - AWS AI Practitioner AIF-C01 0:31 2024-10-13
107 Managing Models with SageMaker Model Registry - AWS AI Practitioner AIF-C01 0:43 2024-10-13
108 Data Processing with SageMaker Processing Jobs - AWS AI Practitioner AIF-C01 1:11 2024-10-13
109 Building Machine Learning Pipelines with SageMaker - AWS AI Practitioner AIF-C01 1:42 2024-10-13
110 Ensuring Fairness with SageMaker Clarify - AWS AI Practitioner AIF-C01 4:55 2024-10-13
111 Documenting Models with SageMaker Model Cards - AWS AI Practitioner AIF-C01 0:23 2024-10-13
112 Getting Started Quickly with SageMaker JumpStart - AWS AI Practitioner AIF-C01 17:06 2024-10-13
113 Introduction to SageMaker Studio Labs - AWS AI Practitioner AIF-C01 7:14 2024-10-13
114 Amazon A2I (Augmented AI) - AWS AI Practitioner AIF-C01 0:42 2024-10-13
115 What are Evaluation Metrics in Machine Learning? - AWS AI Practitioner AIF-C01 1:22 2024-10-13
116 Understanding the Confusion Matrix for Model Evaluation - AWS AI Practitioner AIF-C01 3:18 2024-10-13
117 Classification Metrics: Accuracy vs. Precision - AWS AI Practitioner AIF-C01 1:21 2024-10-13
118 Classification Metrics: Accuracy vs. F1 Score - AWS AI Practitioner AIF-C01 1:35 2024-10-13
119 ROC Curve and AUC: Evaluating Classification Models - AWS AI Practitioner AIF-C01 1:01 2024-10-13
120 Ranking Metrics for Evaluating Machine Learning Models - AWS AI Practitioner AIF-C01 1:35 2024-10-13
121 Metrics for Evaluating Computer Vision Models - AWS AI Practitioner AIF-C01 0:31 2024-10-13
122 Evaluation Metrics for Natural Language Processing - AWS AI Practitioner AIF-C01 1:58 2024-10-13
123 NLP Metrics Follow Along - AWS AI Practitioner AIF-C01 8:03 2024-10-13
124 Evaluation Metrics for Deep Learning Models - AWS AI Practitioner AIF-C01 0:43 2024-10-13
125 Evaluation Metrics for Regression Models - AWS AI Practitioner AIF-C01 1:29 2024-10-13
126 Foundation Model Evaluation Library: Tools and Techniques - AWS AI Practitioner AIF-C01 1:13 2024-10-13
127 Introduction to Amazon Q: AI-Powered Developer Assistant - AWS AI Practitioner AIF-C01 1:35 2024-10-13
128 Amazon CodeWhisperer: AI-Powered Code Completion - AWS AI Practitioner AIF-C01 1:28 2024-10-13
129 Using Amazon Q and CodeWhisperer Together for AI-Assisted Development - AWS AI Practitioner AIF-C01 20:22 2024-10-13
130 Introduction to Amazon CodeGuru for Code Optimization - AWS AI Practitioner AIF-C01 1:02 2024-10-07
131 Amazon CodeGuru Follow Along - AWS AI Practitioner AIF-C01 8:00 2024-10-07
132 Introduction to Amazon Comprehend for NLP - AWS AI Practitioner AIF-C01 2:51 2024-10-07
133 Amazon Comprehend Follow Along - AWS AI Practitioner AIF-C01 4:53 2024-10-07
134 Introduction to Amazon Forecast for Time Series Predictions - AWS AI Practitioner AIF-C01 1:06 2024-10-07
135 Amazon Fraud Detection Service: Identifying Anomalies in Transactions - AWS AI Practitioner AIF-C01 3:10 2024-10-07
136 Amazon Kendra: Intelligent Search for Enterprise Content - AWS AI Practitioner AIF-C01 3:30 2024-10-07
137 Amazon Kendra Follow Along - AWS AI Practitioner AIF-C01 33:34 2024-10-07
138 Amazon Lex: Building Conversational Bots with AI - AWS AI Practitioner AIF-C01 2:25 2024-10-07
139 Amazon Personalize: Customizing Recommendations with AI - AWS AI Practitioner AIF-C01 2:25 2024-10-07
140 Amazon Personalize Follow Along - AWS AI Practitioner AIF-C01 46:06 2024-10-07
141 Amazon Polly: Text-to-Speech Service - AWS AI Practitioner AIF-C01 3:05 2024-10-07
142 Amazon Polly Follow Along - AWS AI Practitioner AIF-C01 14:41 2024-10-07
143 Introduction to Amazon Rekognition for Image and Video Analysis - AWS AI Practitioner AIF-C01 1:55 2024-10-07
144 Amazon Rekognition Follow Along - AWS AI Practitioner AIF-C01 18:20 2024-10-07
145 Introduction to Amazon Textract for Document Analysis - AWS AI Practitioner AIF-C01 1:47 2024-10-07
146 Amazon Textract Follow Along - AWS AI Practitioner AIF-C01 11:37 2024-10-07
147 Introduction to Amazon Translate for Language Translation - AWS AI Practitioner AIF-C01 0:35 2024-10-07
148 Amazon Translate Follow Along - AWS AI Practitioner AIF-C01 7:09 2024-10-07
149 Introduction to ISO AI Standards for Generative AI Security - AWS AI Practitioner AIF-C01 0:46 2024-10-07
150 ISO AI Standard Follow Along - AWS AI Practitioner AIF-C01 1:42 2024-10-07
151 Understanding the Algorithmic Accountability Act for AI Security - AWS AI Practitioner AIF-C01 0:29 2024-10-07
152 Algorithmic Accountability Act Follow Along - AWS AI Practitioner AIF-C01 1:15 2024-10-07
153 Generative AI Security Scoping Matrix - AWS AI Practitioner AIF-C01 0:33 2024-10-07
154 Generative AI Security Scoping Matrix Follow Along - AWS AI Practitioner AIF-C01 2:11 2024-10-07
155 Understanding and Mitigating Prompt Injection Attacks - AWS AI Practitioner AIF-C01 8:29 2024-10-07
156 Introduction to Amazon Athena: Interactive SQL Queries - AWS AI Practitioner AIF-C01 2:32 2024-10-07
157 Understanding Athena SQL Components - AWS AI Practitioner AIF-C01 2:44 2024-10-07
158 Exploring Athena SQL Data Types - AWS AI Practitioner AIF-C01 4:06 2024-10-07
159 Understanding Athena SQL SerDe for Data Serialization - AWS AI Practitioner AIF-C01 3:16 2024-10-07
160 Creating and Managing Tables in Athena SQL - AWS AI Practitioner AIF-C01 3:01 2024-10-07
161 Introduction to AWS Glue: Serverless Data Integration - AWS AI Practitioner AIF-C01 1:38 2024-10-07
162 Getting Started with AWS Glue Studio - AWS AI Practitioner AIF-C01 2:14 2024-10-07
163 Understanding AWS Glue Jobs for Data Transformation - AWS AI Practitioner AIF-C01 1:06 2024-10-07
164 AWS Glue Data Catalog - AWS AI Practitioner AIF-C01 1:52 2024-10-07
165 AWS Glue Data Catalog Crawlers: Automate Metadata Discovery - AWS AI Practitioner AIF-C01 0:59 2024-10-07
166 Ensuring Data Quality with AWS Glue - AWS AI Practitioner AIF-C01 1:10 2024-10-07
167 Introduction to AWS Glue DataBrew: Visual Data Preparation - AWS AI Practitioner AIF-C01 0:41 2024-10-07
168 Data Catalog Table and Glue Visual ETL Follow Along - AWS AI Practitioner AIF-C01 31:43 2024-10-07
169 Introduction to Amazon OpenSearch: Search and Analytics - AWS AI Practitioner AIF-C01 1:54 2024-10-07
170 Amazon OpenSearch Follow Along - AWS AI Practitioner AIF-C01 21:05 2024-10-07
171 Introduction to Data Lakes: Managing Big Data - AWS AI Practitioner AIF-C01 1:03 2024-10-07
172 Introduction to AWS Lake Formation: Building Secure Data Lakes - AWS AI Practitioner AIF-C01 1:27 2024-10-07
173 Understanding the ISO AI Standard – AWS Certified AI Practitioner (AIF-C01) Course 0:46 2025-05-28
174 ISO AI Standard Follow Along – AWS Certified AI Practitioner (AIF-C01) Course 1:42 2025-05-28
175 Overview of the Algorithmic Accountability Act – AWS Certified AI Practitioner (AIF-C01) Course 0:29 2025-05-28
176 Algorithmic Accountability Act Follow Along – AWS Certified AI Practitioner (AIF-C01) Course 1:15 2025-05-28
177 Generative AI Security Scoping Matrix – AWS Certified AI Practitioner (AIF-C01) Course 0:33 2025-05-28
178 Generative AI Security Scoping Matrix Follow Along – AWS Certified AI Practitioner (AIF-C01) Course 2:11 2025-05-28
179 Understanding Prompt Injection Attacks – AWS Certified AI Practitioner (AIF-C01) Course 8:29 2025-05-28
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