Download Udemy – 2024 Bootcamp: Generative AI + LLM App Development 2024-2

Download Udemy - 2024 Bootcamp: Generative AI + LLM App Development 2024-2

Description

Course 2024 Bootcamp: Generative AI + LLM App Development. Course: Generative Artificial Intelligence + LLM Program Development 2024. This online bootcamp is an intensive and accelerated version of our 400-hour face-to-face master’s program. It has two parts:

– In Part 1, you will learn the keys to artificial intelligence and the new generative AI, as well as its potential to transform businesses, startups and employment.

– In Part 2, Building Professional Level LLM Programs, you will learn the most potential productive AI applications.

At the end of this program, you will learn how to:

Artificial intelligence and business

  • Know the businesses that artificial intelligence puts in danger of disappearing.
  • Discover the new opportunities created by artificial intelligence for businesses.
  • Design a plan to introduce artificial intelligence to your company.
  • Choose a suitable pilot project to introduce artificial intelligence to your company.
  • Form the first artificial intelligence team in your company.
  • Prepare your company’s AI strategy.

Artificial intelligence and startup

  • Identify 100 opportunities to create artificial intelligence startups.

Artificial intelligence and employment

  • Find out which professions are threatened by artificial intelligence.
  • Discover new careers created by artificial intelligence.

LLM programs, applications with the greatest potential for productive artificial intelligence.

  • Learn about the main uses of LLM programs in businesses and startups.

Creating professional LLM programs.

  • You will learn the architecture of an LLM program.
  • You will learn how to learn programming languages ​​such as Python and JavaScript.
  • You will learn to work with your computer terminal.
  • You will learn to work with Jupyter notebooks.
  • You will learn to work with code editors such as Visual Studio Code.
  • You will learn to work with virtual environments.
  • You will learn to work with secret files to store credentials.
  • You will learn RAG (Retrieval Augmented Generation) technique.
  • And…

Topics covered in this bootcamp: Artificial Intelligence, Generative AI, AI Applications, LLM Applications, Full Stack Applications, LangChain, LangChain Expression Language (LCEL), LangChain v010, LlamaIndex, OpenAI, OpenAI API, RAG, RAG Technique, Databases Data mining, Postgres, Pinecone, , Streamlit, Nextjs, Vercel, FastAPI, Render, AWS S3, LangSmith, LangServe, LangChain Templates, LlamaIndex Templates, LLMOps, Responsible AI.

What you will learn in Bootcamp 2024: Generative AI + LLM App Development

  • Keys to Artificial Intelligence and New Generative Artificial Intelligence.

  • Keys to LLM programs, the highest potential for productive artificial intelligence applications.

  • How to build an LLM program from scratch to professional level.

  • Artificial intelligence opportunities and threats for businesses, startups and businesses.

  • Career opportunities opened up by artificial intelligence.

  • Steps to become an artificial intelligence engineer

  • How to bring artificial intelligence into your business?

  • LLM Professional Programs Architecture.

  • RAG (Recovery Amplified Generation) technique.

  • Artificial intelligence agents

  • Basic and advanced LangChain, LangChain LCEL and LangChain v010. LangSmith, LangServe, LangChain patterns.

  • LlamaIndex basic and advanced. LlamaIndex Templates.

  • ChatGPT, OpenAI, OpenAI and OpenAI API functions.

  • Large Language Models (LLM): ChatGPT, Llama2, Mistral, Falcon, etc.

  • Vector databases: Postgres, Pinecone, Chroma, FAISS, DeepLake, etc.

  • Full-Stack applications: Nextjs and FastAPI.

  • Professional deployment: Vercel and Render.

  • Temporary deployment: Streamlit.

  • Cloud hosting: AWS S3.

  • How to apply the principles of responsible artificial intelligence.

  • AI engineer’s daily tools: Jupyter notebooks, Python, Terminal, Github, Codespaces, and more.

This course is suitable for people who

  • Students and professionals with and without previous experience.
  • Students without prior knowledge are interested in taking advantage of the professional opportunities opened up by the field of artificial intelligence.
  • Managers who are interested in introducing artificial intelligence in their company.
  • Machine learning, deep learning and data science professionals are interested in expanding their career opportunities in the field of artificial intelligence applications and LLM.
  • Software developers interested in expanding their career opportunities by learning to develop generative artificial intelligence and LLM applications.

Course details 2024 Bootcamp: Generative AI + LLM App Development

  • Publisher: Udemy
  • teacher: Julio Colomer
  • Training level: beginner to advanced
  • Training duration: 20 hours and 51 minutes
  • Number of courses: 237

Course topics on 2/2024

2024 Bootcamp: Generative AI + LLM App Development 2024 Bootcamp: Generative AI + LLM App Development 2024 Bootcamp: Generative AI + LLM App Development

2024 Bootcamp course prerequisites: Generative AI + LLM App Development

  • No previous technical knowledge is required.
  • Students with some prior knowledge will improve their professional preparation.

Course images

2024 Bootcamp: Generative AI + LLM App Development

Sample video of the course

Installation guide

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Quality: 720p

download link

Download part 1 – 1 GB

Download part 2 – 1 GB

Download part 3 – 1 GB

Download part 4 – 1 GB

Download part 5 – 1 GB

Download part 6 – 1 GB

Download part 7 – 172 MB

File(s) password: www.downloadly.ir

Size

6.1 GB

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