download скачать Free download скачать : Udemy 2024 Bootcamp Generative AI plus LLM App Development
mp4 | Video: h264,1280X720 | Audio: AAC, 44.1 KHz
Genre:eLearning | Language: English | Size:6.89 GB
Files Included :
1 Program presentation.mp4 (4.1 MB)
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2 Opportunities this program will open for you.mp4 (12.83 MB)
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3 What will you learn in this program.mp4 (20.26 MB)
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4 Materials included in the program.mp4 (5.99 MB)
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5 Who is this program for.mp4 (6.28 MB)
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6 What makes this program different.mp4 (9.52 MB)
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7 Introduction of the Instructor.mp4 (7.51 MB)
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8 Share your progress.mp4 (4.26 MB)
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1 AI Changes in Society.mp4 (1.97 MB)
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2 Social changes generated by the New AI.mp4 (10.41 MB)
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3 Social challenges generated by the New AI.mp4 (8.14 MB)
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1 How to introduce AI in your company.mp4 (4.8 MB)
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2 Plan to introduce AI in your company.mp4 (13.25 MB)
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3 Tech and Business Analysis to introduce AI in your company.mp4 (16.25 MB)
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4 How to select the right pilot project to introduce AI in your company.mp4 (13.12 MB)
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5 How to form the first AI Team in your company.mp4 (11.41 MB)
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6 How to prepare the AI Strategy of your company.mp4 (8.19 MB)
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7 Example Plan to adopt a new LLM App in your company.mp4 (14.34 MB)
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1 The new AI Training.mp4 (2.99 MB)
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2 AI Training in your company an strategic necessity.mp4 (3.41 MB)
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3 Who should get AI Training in your company.mp4 (5.49 MB)
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4 How to design an AI Training Plan for your company.mp4 (6.18 MB)
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5 The new AI Training for engineers.mp4 (16.8 MB)
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1 The new AI creates opportunities for consulting, advisors and marketing agencies.mp4 (3.26 MB)
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2 Opportunities for consulting firms, business advisors, and marketing agencies.mp4 (23.65 MB)
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1 Intro LLM Apps, the Generative AI applications with the highest potential.mp4 (5.13 MB)
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2 What is an LLM App.mp4 (12.01 MB)
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3 The myth of pre-requisites for learning.mp4 (18.78 MB)
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4 Most frequent types of students reasons to learn.mp4 (20.57 MB)
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5 DIY or hire an external professional.mp4 (13.04 MB)
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6 The long way from the "toy demo" to the professional app.mp4 (15.42 MB)
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7 Job opportunities for the LLM App Developer.mp4 (25.87 MB)
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1 Use Cases for LLM Applications.mp4 (14 MB)
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2 Use Cases for LLM Apps by Industry.mp4 (34.29 MB)
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3 Use Cases for LLM Apps in Startups.mp4 (10.52 MB)
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4 Use Cases for LLM Apps in Professions.mp4 (10.88 MB)
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5 Most frequent Use Cases for LLM Apps.mp4 (13.7 MB)
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6 Use Cases for LLM Apps by autonomy level.mp4 (16.78 MB)
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1 Intro to LLMs.mp4 (2.09 MB)
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2 Origins of LLM Apps AI, ML, NLP, Generative AI, LLMs.mp4 (16.35 MB)
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3 LLM size, precision, and cost.mp4 (12.77 MB)
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4 The Foundation LLM Models.mp4 (11.3 MB)
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1 LLMs Basic Concepts.mp4 (2.16 MB)
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2 What is the Context Window.mp4 (7.76 MB)
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3 What are Tokens.mp4 (4.86 MB)
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4 What are Prompts.mp4 (7.98 MB)
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5 What is Prompt Engineering.mp4 (38.57 MB)
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6 What are Hallucinations.mp4 (12.74 MB)
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1 Architecture of an LLM App.mp4 (1.9 MB)
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2 Basic Architecture of an LLM App.mp4 (5.26 MB)
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3 Advanced Architecture of an LLM App.mp4 (18.73 MB)
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4 Preview of a professional LLM App (1).mp4 (54.51 MB)
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5 Preview of a professional LLM App (2).mp4 (16.73 MB)
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1 Details of the advanced architecture of an LLM Application.mp4 (3.33 MB)
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2 Selection of Foundation LLMs.mp4 (8.86 MB)
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3 Stack of tools.mp4 (37.75 MB)
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4 Orchestration Frameworks.mp4 (16.31 MB)
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5 Other interesting notes.mp4 (12.15 MB)
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1 Tips for the students.mp4 (1.37 MB)
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2 Practical tips for the students.mp4 (14.66 MB)
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3 The secret to successfully completing this bootcamp.mp4 (22.21 MB)
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1 The RAG Technique (Retrieval Augmented Generation).mp4 (2.28 MB)
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2 Basic Concepts.mp4 (53.14 MB)
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3 Components.mp4 (12.4 MB)
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4 RAG Technique Advanced Concepts.mp4 (12.06 MB)
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5 Challenges.mp4 (8.53 MB)
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1 Selecting Orchestration Framework LangChain, LlamaIndex or OpenAI API.mp4 (2.29 MB)
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2 LangChain, LlamaIndex or OpenAI API.mp4 (71.4 MB)
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1 Intro to the usage of Programming Languages.mp4 (3.13 MB)
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10 How to create and read Hybrid Notebooks (code + text) with Jupyter (1).mp4 (4.32 MB)
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11 How to create and read Hybrid Notebooks (code + text) with Jupyter (2).mp4 (7.86 MB)
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2 Never programmed before Do not worry.mp4 (27.48 MB)
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3 Practical Tips if you are new to programming.mp4 (39.59 MB)
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4 DEMO W3Schools and ChatGPT in action.mp4 (42.55 MB)
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5 Virtual environment what is it, why is it important and how to create one (1).mp4 (3.29 MB)
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6 Virtual environment what is it, why is it important and how to create one (2).mp4 (40.14 MB)
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7 Terminal what is it, why is it important, basic operations (1).mp4 (2.62 MB)
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8 Terminal what is it, why is it important, basic operations (2).mp4 (16.97 MB)
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9 File for secret credentials why is it important, how to create it.mp4 (3.28 MB)
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1 Warning Modifications introduced by the LangChain v0 1 0 version.mp4 (47.54 MB)
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10 Memory.mp4 (86.89 MB)
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11 Chains.mp4 (155.18 MB)
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12 Document loaders.mp4 (73.33 MB)
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13 Splitters.mp4 (118.75 MB)
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14 Callbacks.mp4 (61.65 MB)
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15 OpenAI functions.mp4 (205.9 MB)
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16 Connect with fastAPI.mp4 (58.79 MB)
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17 Agents.mp4 (105.18 MB)
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18 Indexing API.mp4 (33.3 MB)
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2 Examples of env file and data folder.mp4 (12.61 MB)
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4 Basic LangChain.mp4 (3.85 MB)
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5 Basic LangChain in 15 minutes.mp4 (201.57 MB)
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6 Models.mp4 (65.34 MB)
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7 Prompts and prompt templates.mp4 (48.9 MB)
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8 Few shot prompt templates.mp4 (50.67 MB)
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9 Output parsers.mp4 (78.8 MB)
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1 LangChain Expression Language.mp4 (6.57 MB)
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2 LCEL Chains.mp4 (31.11 MB)
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3 LCEL Output parsers.mp4 (20.91 MB)
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4 LCEL Arguments.mp4 (19.74 MB)
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5 LCEL OpenAI functions.mp4 (18.2 MB)
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6 LCEL Aplicaciones RAG.mp4 (54.56 MB)
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1 LangChain Advanced Components.mp4 (3.46 MB)
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2 LangSmith.mp4 (90.22 MB)
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3 LangServe.mp4 (39.31 MB)
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4 LangChain Templates.mp4 (50.69 MB)
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5 The new LangChain Chatbot.mp4 (7.47 MB)
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1 Reminder Modifications introduced by the LangChain v0 1 0 version.mp4 (47.54 MB)
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10 Basic app ask a github repo.mp4 (4.41 KB)
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11 Basic app ask an API.mp4 (59.65 MB)
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12 Basic app chatbot with personality and memory.mp4 (36.07 MB)
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13 Basic app RAG with DeepLake.mp4 (146.61 MB)
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14 Basic app simple agent.mp4 (130.67 MB)
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15 Basic app advanced output parser.mp4 (113.51 MB)
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2 Reminder Examples of env file and data folder.mp4 (12.62 MB)
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4 Level 1 Applications "Toy Demos" with LangChain.mp4 (6.06 MB)
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5 Basic app summarize long article.mp4 (50.72 MB)
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6 Basic RAG app document QA.mp4 (85.51 MB)
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7 Basic app extract structured data from conversation.mp4 (4.41 KB)
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8 Basic app eval of QA app.mp4 (108.43 MB)
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9 Basic app ask a database.mp4 (47.28 MB)
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1 Reminder Modifications introduced by the LangChain v0 1 0 version.mp4 (47.53 MB)
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10 App to write a Blog Post from a topic.mp4 (42.95 MB)
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12 App to summarize the content of a TXT file.mp4 (26.33 MB)
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14 App to summarize text.mp4 (22.23 MB)
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16 App to Extract Key Data from a Product Review.mp4 (35.15 MB)
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18 RAG App to ask about the content of a private PDF file.mp4 (20.15 MB)
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2 Reminder Examples of env file and data folder.mp4 (12.61 MB)
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20 RAG App to ask about the content of a private CSV file.mp4 (15.27 MB)
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22 App to Evaluate a RAG App.mp4 (26.24 MB)
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4 Level 2 Applications "Toy Demos" with LangChain and "Toy UIs" with Streamlit.mp4 (4.29 MB)
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5 Intro to the level 2 apps.mp4 (22.39 MB)
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6 From Proof of Concept to Production.mp4 (18.82 MB)
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7 Basic Streamlit.mp4 (55.53 MB)
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8 App for re-writing informal text.mp4 (73.99 MB)
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1 LlamaIndex.mp4 (7.6 MB)
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2 Introduction to LlamaIndex.mp4 (81.85 MB)
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3 LlamaIndex in depth.mp4 (205.78 MB)
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1 The OpenAI API.mp4 (4.45 MB)
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2 The OpenAI API as alternative to LangChain and LlamaIndex.mp4 (149.6 MB)
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3 The OpenAI API in depth.mp4 (40.96 MB)
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4 The OpenAI Functions.mp4 (29.59 MB)
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1 LLM Apps, the key to the New AI.mp4 (1.78 MB)
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2 LLM Apps and the universalization of AI.mp4 (24.62 MB)
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1 Intro to Level 3 LLM Applications Professional Applications.mp4 (2.65 MB)
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11 Back-End Key Elements with an Orchestration Framework LangChain.mp4 (35.94 MB)
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2 Intro to Full-Stack Applications (1).mp4 (3.96 MB)
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3 Intro to Full-Stack Applications (2).mp4 (148.06 MB)
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4 Front-End Key Elements in a Level 3 Application.mp4 (3.43 MB)
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5 Next js and Vercel.mp4 (81.8 MB)
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6 Front-End Key Elements with an Orchestration Framework LlamaIndex.mp4 (42.92 MB)
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8 Back-End Key Elements in a Level 3 Application.mp4 (3.55 MB)
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9 FastAPI.mp4 (26.72 MB)
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1 Level 3 LLM Applications Professional Applications.mp4 (5.04 MB)
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10 Basic Level 3 App How to build the Backend (1).mp4 (4.72 MB)
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11 Basic Level 3 App How to build the Backend (2).mp4 (251.43 MB)
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12 Basic Level 3 App How to build the Backend (3).mp4 (132.62 MB)
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13 Basic Level 3 App How to build the Frontend (1).mp4 (9.04 MB)
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14 Basic Level 3 App How to build the Frontend (2).mp4 (104.97 MB)
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15 Basic Level 3 App How to start the Full Stack App (1).mp4 (4.04 MB)
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16 Basic Level 3 App How to start the Full Stack App (2).mp4 (32.53 MB)
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17 Basic Level 3 App How to deploy the backend to Render com (1).mp4 (6.63 MB)
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18 Basic Level 3 App How to deploy the backend to Render com (2).mp4 (80.76 MB)
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19 Basic Level 3 App How to deploy the frontend to Vercel com (1).mp4 (6.26 MB)
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2 Reminder Architecture of an Advanced LLM App.mp4 (18.73 MB)
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20 Basic Level 3 App How to deploy the frontend to Vercel com (2).mp4 (46.02 MB)
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21 Medium Level 3 App CRUD integrated with AWS S3 (1).mp4 (8.13 MB)
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23 Medium Level 3 App CRUD integrated with AWS S3 (2).mp4 (200.49 MB)
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24 Medium Level 3 App CRUD integrated with AWS S3 (3).mp4 (6.94 MB)
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25 Basic Level 3 App with Orchestration Frameworks and LLMs (1).mp4 (11.74 MB)
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26 Reminder Modifications introduced by LangChain v010.mp4 (47.53 MB)
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28 Basic Level 3 App with Orchestration Frameworks and LLMs (2).mp4 (72.53 MB)
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29 Medium Level 3 App with Orchestration Frameworks and LLMs (1).mp4 (11.73 MB)
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3 Reminder Preview of a Professional LLM App (1).mp4 (54.55 MB)
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31 Medium Level 3 App with Orchestration Frameworks and LLMs (2).mp4 (41.92 MB)
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32 Advanced Level 3 LLM App (1).mp4 (20.08 MB)
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33 Advanced Level 3 LLM App (2).mp4 (99.87 MB)
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34 Other interesting Level 3 LLM Apps (1).mp4 (2.94 MB)
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35 Other interesting Level 3 LLM Apps (2).mp4 (62.42 MB)
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4 Reminder Preview of a Professional LLM App (2).mp4 (16.74 MB)
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5 Reminder main elements of a Professional LLM App.mp4 (48.07 MB)
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6 Basic Level 3 App CRUD with FastAPI, Postgres and Next js.mp4 (29.88 MB)
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8 Basic Level 3 App What is CRUD (1).mp4 (13.01 MB)
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9 Basic Level 3 App What is CRUD (2).mp4 (3.38 MB)
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1 LLM Applications Advanced Concepts.mp4 (2.27 MB)
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2 Database preparation.mp4 (13.16 MB)
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3 RAG Optimization Advanced Concepts.mp4 (20.61 MB)
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4 Latency and Speed in LLM Applications.mp4 (17.85 MB)
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1 Cost control in LLM Applications.mp4 (18.71 MB)
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1 LLMOps.mp4 (4.54 MB)
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2 Intro to LLMOps.mp4 (24.92 MB)
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3 Evaluation Misaligned Behavior.mp4 (8.83 MB)
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4 Evaluation Lack of Reproducibility.mp4 (4.04 MB)
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5 Lifecycle Management.mp4 (14.05 MB)
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6 Responsible AI.mp4 (54.01 MB)
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7 LLMOps Solutions.mp4 (22.66 MB)
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1 Top Information Channels for AI Engineers.mp4 (15.95 MB)
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1 Congrats! Next steps.mp4 (33.59 MB)
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1 ChatGPT vs LLM Apps.mp4 (35.3 MB)
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1 Intro to Artificial Intelligence.mp4 (1.73 MB)
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2 Artificial Intelligence What is it Why is so popular now How important is it.mp4 (41.85 MB)
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3 Changes introduced by AI Introduction.mp4 (28.01 MB)
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1 AI Changes in Employment.mp4 (3.51 MB)
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2 Jobs that will benefit the most from AI.mp4 (11.27 MB)
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3 Jobs most affected by AI.mp4 (9.51 MB)
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4 Jobs least affected by AI.mp4 (8.53 MB)
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5 New professions created by AI.mp4 (24.91 MB)
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6 The new AI Engineers.mp4 (21.31 MB)
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1 AI Changes in Businesses.mp4 (2.85 MB)
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2 Consequences of the changes in employment.mp4 (13.15 MB)
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3 Industries with high impact.mp4 (11.05 MB)
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4 Industries with median impact.mp4 (11.79 MB)
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5 Industries with immediate impact.mp4 (12.16 MB)
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1 AI Changes in Startups.mp4 (4.02 MB)
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2 Opportunities for Startups Characteristics of the New AI.mp4 (33.49 MB)
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3 Opportunities for Startups Changes in Employment.mp4 (8.99 MB)
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4 Opportunities for Startups AI impact on Businesses.mp4 (7.56 MB)
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5 Opportunities for Startups Book "100 AI Startups".mp4 (15.79 MB)
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