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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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