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26.1 GB | 15min 19s | mp4 | 1920X1080 | 16:9
Genre: eLearning | Language : English
Files Included :
1 - Instructor Introduction and LLM in Action.mp4 (232.38 MB)
2 - LLM-and-Agentic-AI-Bootcamp-Materials.zip (283 MB)
3 - Bootcamp Outline.mp4 (233.54 MB)
4 - Key Success Tips.mp4 (32.96 MB)
118 - Task 1 Introduction Module Objectives Build RAG Pipelines in LangChain.mp4 (29.82 MB)
119 - Task 2 Understand Retrieval Augmented Generation RAG Why Use it.mp4 (153.51 MB)
120 - Task 3 LangChain 101 Key Features.mp4 (62.15 MB)
121 - Task 4 Setup Gather RAG Tools Load Datasets.mp4 (186.38 MB)
122 - Practice Opportunity Question LangChain Textloader Testing.mp4 (7.43 MB)
123 - Practice Opportunity Solution LangChain Textloader Testing.mp4 (33.7 MB)
124 - Task 5 Splitting Chunking Documents Using LangChain Text Splitter.mp4 (143.86 MB)
125 - Practice Opportunity Question Configuring RecursiveCharacterTextSplitter.mp4 (9.62 MB)
126 - Practice Opportunity Solution Configuring RecursiveCharacterTextSplitter.mp4 (67.3 MB)
127 - Task 6 Embeddings and Vector Store Creation.mp4 (345.43 MB)
128 - Practice Opportunity Question Tensorflow Embeddings Projector.mp4 (3.26 MB)
129 - Practice Opportunity Solution Tensorflow Embeddings Projector.mp4 (46.8 MB)
130 - Task 7 Testing the Retrieval Pipeline.mp4 (71.62 MB)
131 - Practice Opportunity Question Retrieval Pipeline Testing.mp4 (16.37 MB)
132 - Practice Opportunity Solution Retrieval Pipeline Testing.mp4 (38.99 MB)
133 - Task 8 Building and Testing RAG Pipeline in LangChain.mp4 (185.6 MB)
134 - Practice Opportunity Question RetrievalQAWithSourcesChain Parameters.mp4 (6.89 MB)
135 - Practice Opportunity Solution RetrievalQAWithSourcesChain Parameters.mp4 (119.97 MB)
136 - Task 9 Creating Gradio Interface for Our RAG Pipeline.mp4 (77.58 MB)
137 - Practice Opportunity Question Gradio Interface Configuration Testing.mp4 (3.64 MB)
138 - Practice Opportunity Solution Gradio Interface Configuration Testing.mp4 (16.43 MB)
139 - Conclusion Summary Thank You Message.mp4 (89.16 MB)
140 - Task 1 Introduction to Resume Cover Letter Building Project with Pydantic.mp4 (67.62 MB)
141 - Task 2 Pydantic 101 Python Type Hints.mp4 (135.78 MB)
142 - Practice Opportunity Question Pydantic Models.mp4 (11.6 MB)
143 - Practice Opportunity Solution Pydantic Models.mp4 (32.73 MB)
144 - Task 3 Generate Parsed Structured Output from OpenAI API with Pydantic.mp4 (168.23 MB)
145 - Practice Opportunity Question Structured Output with OpenAI API Pydantic.mp4 (31.83 MB)
146 - Practice Opportunity Solution Structured Output with OpenAI API Pydantic.mp4 (39.3 MB)
147 - Task 4 Define LLM Inputs Including Job Description Original Resume.mp4 (140.57 MB)
148 - Practice Opportunity Question Modify Job Description.mp4 (25.36 MB)
149 - Practice Opportunity Solution Modify Job Description.mp4 (98.78 MB)
150 - Task 5 Enhance Resume with OpenAIs GPT4o.mp4 (475.61 MB)
151 - Practice Opportunity Question Gemini API Testing.mp4 (14.2 MB)
152 - Practice Opportunity Solution Gemini API Testing.mp4 (183.52 MB)
153 - Task 6 Perform Resume Job Description Gap Analysis with LLMs.mp4 (224.05 MB)
154 - Practice Opportunity Question Modify Functions to Include AI Skills.mp4 (5.11 MB)
155 - Practice Opportunity Solution Modify Functions to Include AI Skills.mp4 (89.18 MB)
156 - Task 7 Generate a New Tailored Resume by AI with Change Tracking Pydantic.mp4 (154.17 MB)
157 - Practice Opportunity Question Generate Resume Function Testing.mp4 (5.08 MB)
158 - Practice Opportunity Solution Generate Resume Function Testing.mp4 (187.78 MB)
159 - Task 8 Generate a Custom Cover Letter.mp4 (265.35 MB)
160 - Practice Opportunity Question Generate Cover Letter Function Testing.mp4 (6.45 MB)
161 - Practice Opportunity Solution Generate Cover Letter Function Testing.mp4 (58.53 MB)
162 - Task 9 Unified Resume and Cover Letter Generation Function.mp4 (58.99 MB)
163 - Practice Opportunity Question Test the Entire Workflow with New Data.mp4 (4.14 MB)
164 - Practice Opportunity Solution Test the Entire Workflow with New Data.mp4 (98.19 MB)
165 - Concluding Remarks and Thank You.mp4 (68.81 MB)
166 - Task 1 Project Introduction and Welcome Message FineTuning of LLMs.mp4 (105.66 MB)
167 - Task 2 Import Key Libraries and Datasets.mp4 (157.25 MB)
168 - Practice Opportunity Question GPU Detection Tesla T4 A100.mp4 (3.19 MB)
169 - Practice Opportunity Solution GPU Detection Tesla T4 A100.mp4 (94.39 MB)
170 - Task 3 Load and Prepare the Financial News Datasets.mp4 (113.25 MB)
171 - Practice Opportunity Question Explore Data Imbalance Seaborn Countplot.mp4 (3.86 MB)
172 - Practice Opportunity Solution Explore Data Imbalance Seaborn Countplot.mp4 (23.74 MB)
173 - Task 4 Format the Data into Supervised FineTuning SFT Trainer Format.mp4 (288.12 MB)
174 - Practice Opportunity Question Formatting DeepSeek Models in SFTTrainer Format.mp4 (15.51 MB)
175 - Practice Opportunity Solution Formatting DeepSeek Models in SFTTrainer Format.mp4 (144.82 MB)
176 - Task 5 Understand Confusion Matrix Classification KPIs Precision recall.mp4 (145.4 MB)
177 - Task 6 Perform ZeroShot Classification With Base Model Inference Part 1.mp4 (237.62 MB)
178 - Task 6 Perform ZeroShot Classification With Base Model Inference Part 2.mp4 (28.46 MB)
179 - Practice Opportunity Question ZeroShot Inference on Base Model.mp4 (9.2 MB)
180 - Practice Opportunity Solution ZeroShot Inference on Base Model.mp4 (35.52 MB)
181 - Task 7 Perform LLMs finetuning Using PEFT LORA SFTTrainer.mp4 (237.71 MB)
182 - Task 8 Evaluate FineTuned Large Language Models.mp4 (95.71 MB)
183 - Practice Opportunity Question Plot Confusion Matrix KPIs for FineTuned LLM.mp4 (1.26 MB)
184 - Practice Opportunity Solution Plot Confusion Matrix KPIs for FineTuned LLM.mp4 (22.14 MB)
185 - Conclusion Summary Thank You.mp4 (25.51 MB)
187 - Task 1 Introduction Module Objectives Build AI Agents Teams with AutoGen.mp4 (113.59 MB)
188 - Task 2 Understand AutoGen Capabilities Key Features.mp4 (100.46 MB)
189 - Practice Opportunity Question AI Agents Teams Design.mp4 (7.52 MB)
190 - Practice Opportunity Solution AI Agents Teams Design.mp4 (109.41 MB)
191 - Task 3 Create Our First AI Agents in AutoGen with OpenAI GPT4o.mp4 (247.2 MB)
192 - Practice Opportunity Question Building AI Agents in AutoGen.mp4 (7.02 MB)
193 - Practice Opportunity Solution Building AI Agents in AutoGen.mp4 (66.41 MB)
194 - Task 4 Test AI Agents Conversations with Similar LLM OpenAI GPT4o.mp4 (156.58 MB)
195 - Practice Opportunity Question Modify initiatechat Function Parameters.mp4 (4.34 MB)
196 - Practice Opportunity Solution Modify initiatechat Function Parameters.mp4 (53.08 MB)
197 - Task 5 Configure MultiModel AI Agents in AutoGen with Gemini OpenAIs GPT4o.mp4 (75.93 MB)
198 - Practice Opportunity Question Configure AI Agents using Anthropics Claude.mp4 (5.33 MB)
199 - Practice Opportunity Solution Configure AI Agents using Anthropics Claude.mp4 (45.82 MB)
200 - Task 6 Trigger MultiModel AI Agents Conversations in AutoGen.mp4 (73.53 MB)
201 - Practice Opportunity Question Adjusting AI Agents Creativity Level.mp4 (8.13 MB)
202 - Practice Opportunity Solution Adjusting Agents Creativity Level.mp4 (63.29 MB)
203 - Task 7 Adding Human User Proxy Agent Leveraging Group Chat.mp4 (302.58 MB)
204 - Practice Opportunity Question Adding Claudes Social Media Strategist to Chat.mp4 (4.45 MB)
205 - Practice Opportunity Solution Adding Claudes Social Media Strategist to Chat.mp4 (109.41 MB)
206 - Conclusion Summary Thank You Message.mp4 (62.29 MB)
207 - Task 1 Project Introduction Building Agentic Workflows in LangGraph.mp4 (31.27 MB)
208 - Task 2 Understand LangGraph Components Nodes Edges State Graph Features.mp4 (71.09 MB)
209 - Task 3 Build Your First Agentic AI Workflow in LangGraph Part 1.mp4 (152.02 MB)
210 - Task 3 Build Your First Agentic AI Workflow in LangGraph Part 2.mp4 (104.69 MB)
211 - Practice Opportunity Question Test Summarization AI Agent in LangGraph.mp4 (4.41 MB)
212 - Practice Opportunity Solution Test Summarization AI Agent in LangGraph.mp4 (26.24 MB)
213 - Task 4 Build Multi Node Agentic Workflow in LangGraph.mp4 (78.4 MB)
214 - Practice Opportunity Question Add a New Node Sentiment to Agentic Workflow.mp4 (8.92 MB)
215 - Practice Opportunity Solution Add a New Node Sentiment to Agentic Workflow.mp4 (61.97 MB)
216 - Task 5 Develop Agentic AI Workflow with One Tool Conditional Edges Part 1.mp4 (177.98 MB)
217 - Task 5 Develop Agentic AI Workflow with One Tool Conditional Edges Part 2.mp4 (209.39 MB)
218 - Practice Opportunity Question Calling Tools in LangGraph.mp4 (7.46 MB)
219 - Practice Opportunity Solution Calling Tools in LangGraph.mp4 (106.36 MB)
220 - Task 6 Create and Add a New Custom Tool to LangGraph Workflows.mp4 (11.76 MB)
221 - Practice Opportunity Question Define New Custom Tools in LangGraph.mp4 (2.67 MB)
222 - Practice Opportunity Solution Define New Custom Tools in LangGraph.mp4 (40.62 MB)
223 - Task 7 Leverage LangGraph to Perform Flight Search with Amadeus Tool ToolNode.mp4 (221.53 MB)
224 - Practice Opportunity Question Adding Hotel Search Tool Using Amadeus.mp4 (9.91 MB)
225 - Practice Opportunity Solution Adding Hotel Search Tool Using Amadeus.mp4 (62.77 MB)
226 - Task 8 Bringing Everything Together Building the AI Booking Agent.mp4 (78.64 MB)
227 - Practice Opportunity Question Test the AI Agent Booking Tool.mp4 (4.73 MB)
228 - Practice Opportunity Solution Test the AI Agent Booking Tool.mp4 (23.13 MB)
229 - Task 9 Build a Gradio Integration for the Booking AI Agent in LangGraph.mp4 (106.35 MB)
230 - Summary Thank You.mp4 (74.49 MB)
231 - Task 1 Project Intro Build a Team of Data Scientists Using CrewAI.mp4 (121.88 MB)
232 - Task 2 Build Train and Evaluate ML Models Regression Overview.mp4 (88 MB)
233 - Task 2A Project Introduction ML regression.mp4 (63.67 MB)
234 - Task 2B Machine Learning Regression 101.mp4 (230.26 MB)
235 - Practice Opportunity Question Regression 101.mp4 (4.47 MB)
236 - Practice Opportunity Solution Regression 101.mp4 (60.03 MB)
237 - Task 2C Import Libraries Perform Data Inspection Part 1.mp4 (277.44 MB)
238 - Task 2C Import Libraries Perform Data Inspection Part 2.mp4 (112.54 MB)
239 - Practice Opportunity Question Perform Data Inspection.mp4 (7.26 MB)
240 - Practice Opportunity Solution Perform Data Inspection.mp4 (85.84 MB)
241 - Task 2D Data Imputation Handling Missing Dataset.mp4 (139.01 MB)
242 - Practice Opportunity Question Data Imputation Handling Missing Dataset.mp4 (9.49 MB)
243 - Practice Opportunity Solution Data Imputation Handling Missing Dataset.mp4 (73.47 MB)
244 - Task 2E Perform Exploratory Data Analysis EDA and Visualization.mp4 (209.45 MB)
245 - Practice Opportunity Question EDA and Visualization.mp4 (11.15 MB)
246 - Practice Opportunity Solution EDA and Visualization.mp4 (58.56 MB)
247 - Task 2F Data PreProcessing OneHotEncoding TrainTest Split.mp4 (191.75 MB)
248 - Practice Opportunity Question Data PreProcessing TrainTest Split.mp4 (5.86 MB)
249 - Practice Opportunity Solution Data PreProcessing TrainTest Split.mp4 (67.7 MB)
250 - Task 2G Build Linear Regression Models Using ScikitLearn Library.mp4 (156.6 MB)
251 - Practice Opportunity Question Build Linear Regression Models.mp4 (6.28 MB)
252 - Practice Opportunity Solution Build Linear Regression Models.mp4 (15.51 MB)
253 - Task 2H Build Random Forest Regression Models Using ScikitLearn.mp4 (251.87 MB)
254 - Practice Opportunity Question Build Random Forest XGBoost Regression Models.mp4 (5.11 MB)
255 - Practice Opportunity Solution Build Random Forest XGBoost Regression Models.mp4 (80.26 MB)
256 - Task 2I Feature Importance Analysis.mp4 (33.46 MB)
257 - Practice Opportunity Question Feature Importance Analysis.mp4 (4.28 MB)
258 - Practice Opportunity Solution Feature Importance Analysis.mp4 (30.11 MB)
259 - Task 3 Understand CrewAI Key Components Agents Tasks Tools.mp4 (182.65 MB)
260 - Task 4 Import and Test NotebookCodeExecutor Tool.mp4 (218.24 MB)
261 - Practice Opportunity Question Test NotebookCodeExecutor Tool.mp4 (4.95 MB)
262 - Practice Opportunity Solution Test NotebookCodeExecutor Tool.mp4 (40.01 MB)
263 - Task 5 Define Multiple AI Agents in CrewAI.mp4 (130.48 MB)
264 - Practice Opportunity Question Modify Existing AI Agents.mp4 (4.19 MB)
265 - Practice Opportunity Solution Modify Existing AI Agents.mp4 (26 MB)
266 - Task 6 Define Key Tasks in CrewAI Responsible Agents.mp4 (294.93 MB)
267 - Task 7 Creating Assembling the Crew Automating Data Science Workflow.mp4 (173.57 MB)
268 - Practice Opportunity Question Modifying Tasks to Build Decision Trees.mp4 (5.31 MB)
269 - Practice Opportunity Solution Modifying Tasks to Build Decision Trees.mp4 (153.96 MB)
270 - Summary Concluding Remarks.mp4 (89.31 MB)
271 - Introduction to n8n Key Features and Module Learning Objectives.mp4 (193.28 MB)
272 - Build Your First Summarization Agentic AI Workflow in n8n.mp4 (328.6 MB)
273 - Export Workflow Track Variables and Monitor Logs.mp4 (44.27 MB)
274 - Practice Opportunity Question Build a Translation Agentic Workflow Using Claud.mp4 (5.53 MB)
275 - Practice Opportunity Solution Build a Translation Agentic Workflow Using Claude.mp4 (40.91 MB)
276 - Adding Search Capabilities Memory and Exploring n8n Templates.mp4 (89.11 MB)
277 - Practice Opportunity Question Test the Agent Search Capabilities.mp4 (4.27 MB)
278 - Practice Opportunity Solution Test the Agent Search Capabilities.mp4 (13.47 MB)
279 - Adding Google Sheet Integrations in n8n Agentic Workflows.mp4 (208.43 MB)
280 - Practice Opportunity Question Build Agentic AI Workflow to Convert from Python.mp4 (8.89 MB)
281 - Practice Opportunity Solution Build Agentic AI Workflow to Convert from Python.mp4 (109.98 MB)
282 - Generate Parsed Structured Output Using Output Parser in n8n.mp4 (141.13 MB)
283 - Build Workflows to Schedule Calendar Meetings in Google Calendars.mp4 (276.35 MB)
284 - Adding Email Triggering Capability.mp4 (86.38 MB)
285 - Task 1 Project Overview with MCP OpenAI Agents SDK.mp4 (106.74 MB)
286 - Task 2 Understanding Model Context Protocol MCP.mp4 (126.69 MB)
287 - Task 3 Install Key Libraries and Configure APIs.mp4 (149.81 MB)
288 - Task 4A Build and Configure the MCP Server with Tools Part 1.mp4 (186.53 MB)
289 - Task 4A Build and Configure the MCP Server with Tools Part 2.mp4 (36.83 MB)
290 - Task 4B Launch the MCP Server.mp4 (186.18 MB)
291 - Practice Opportunity Question Adding a New Tool to the MCP Server.mp4 (1.88 MB)
292 - Practice Opportunity Solution Adding a New Tool to the MCP Server.mp4 (110.48 MB)
293 - Task 5 Explore Tools on MCP Server and Fetch the Manifest Schema.mp4 (94.72 MB)
294 - Practice Opportunity Question MCP Server Manifest Schema.mp4 (7.36 MB)
295 - Practice Opportunity Solution MCP Server Manifest Schema.mp4 (69.63 MB)
296 - Task 6 Create an AI Agent Using OpenAI Agents SDK With MCP Tools.mp4 (121.29 MB)
297 - Conclusion Summary Thank You.mp4 (38.46 MB)
298 - Congratulations and Thank You.mp4 (19.27 MB)
10 - Practice Opportunity Solution Test OpenAI API for Text Generation.mp4 (100.52 MB)
11 - Task 4 Understand OpenAI API response Structure Token Usage.mp4 (337.97 MB)
12 - Practice Opportunity Question OpenAI Tokenizer Tool.mp4 (10.22 MB)
13 - Practice Opportunity Solution OpenAI Tokenizer Tool.mp4 (63.23 MB)
14 - Task 5 Giving Our AI Chatbot a Personality Using the System Message.mp4 (148.8 MB)
15 - Practice Opportunity Question Changing AI Personalities.mp4 (29.96 MB)
16 - Practice Opportunity Solution Changing AI Personalities.mp4 (59.96 MB)
17 - Conclusion Summary and Thank You.mp4 (106.45 MB)
6 - Task 1 Character AI Chatbot Project Introduction Key Learning Objectives.mp4 (33.34 MB)
7 - Task 2 Download Anaconda and Configure OpenAI API.mp4 (203.3 MB)
8 - Task 3 Our First Chat with OpenAI API.mp4 (121.58 MB)
9 - Practice Opportunity Question Test OpenAI API for Text Generation.mp4 (18.11 MB)
18 - Task 1 AI Calorie Tracker Project Introduction Key Learning Objectives.mp4 (61.72 MB)
19 - Task 2 Read a Sample Image Using Pythons Pillow PIL Library.mp4 (201.59 MB)
20 - Practice Opportunity Question Read View Images Using PIL.mp4 (25.25 MB)
21 - Practice Opportunity Solution Read View Images Using PIL.mp4 (31.22 MB)
22 - Task 3 Understand Prompt Engineering Fundamentals.mp4 (133.71 MB)
23 - Practice Opportunity Question Prompt
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