Welcome to the ChatGPT Crash Course in Hindi on Udemy!

Are you ready to unlock the power of ChatGPT and take your conversational AI skills to the next level? Look no further! Our comprehensive and hands-on "ChatGPT Crash Course in Hindi" is designed just for you.

Course Overview: In this course, you'll embark on an exciting journey to master ChatGPT, one of the most advanced language models developed by OpenAI. Whether you're a developer, student, or tech enthusiast, this course is your gateway to understanding and implementing ChatGPT in Hindi.

What You'll Learn:

• Introduction to ChatGPT: Understand the fundamentals and architecture of ChatGPT

• How to navigate ChatGPT: Learn how to navigate ChatGPT

• Practical Applications: Discover real-world applications and case studies of ChatGPT in Hindi

• Optimizing Performance: Learn tips and tricks to optimize ChatGPT for efficient and responsive interactions

Why This Course?

• Language Accessibility: The entire course is conducted in Hindi, ensuring that you grasp every concept with clarity

• Hands-On Experience: Gain practical experience through coding exercises and projects

• Expert Guidance: Benefit from insights and tips from experienced instructors well-versed in ChatGPT

• Community Support: Connect with fellow learners through forums and discussions for a collaborative learning experience

Who Is This Course For?

• Developers and programmers interested in natural language processing

• Students aiming to enhance their AI and machine learning skills

• Entrepreneurs looking to integrate conversational AI into their projects

• Anyone curious about the potential of ChatGPT in Hindi applications

Enroll Now: Don't miss out on this opportunity to master ChatGPT in Hindi! Enroll now to access high-quality video lectures, downloadable resources, and a vibrant people eager to learn alongside you. Let's revolutionize the world of conversational AI together!

Ready to get started? Click the "Enroll Now" button and let the ChatGPT Crash Course in Hindi be your guide to unleashing the power of language models.

Welcome to the ChatGPT Crash Course in Hindi on Udemy!

Are you ready to unlock the power of ChatGPT and take your conversational AI skills to the next level? Look no further! Our comprehensive and hands-on "ChatGPT Crash Course in Hindi" is designed just for you.

Course Overview: In this course, you'll embark on an exciting journey to master ChatGPT, one of the most advanced language models developed by OpenAI. Whether you're a developer, student, or tech enthusiast, this course is your gateway to understanding and implementing ChatGPT in Hindi.

What You'll Learn:

• Introduction to ChatGPT: Understand the fundamentals and architecture of ChatGPT

• How to navigate ChatGPT: Learn how to navigate ChatGPT

• Practical Applications: Discover real-world applications and case studies of ChatGPT in Hindi

• Optimizing Performance: Learn tips and tricks to optimize ChatGPT for efficient and responsive interactions

Why This Course?

• Language Accessibility: The entire course is conducted in Hindi, ensuring that you grasp every concept with clarity

• Hands-On Experience: Gain practical experience through coding exercises and projects

• Expert Guidance: Benefit from insights and tips from experienced instructors well-versed in ChatGPT

• Community Support: Connect with fellow learners through forums and discussions for a collaborative learning experience

Who Is This Course For?

• Developers and programmers interested in natural language processing

• Students aiming to enhance their AI and machine learning skills

• Entrepreneurs looking to integrate conversational AI into their projects

• Anyone curious about the potential of ChatGPT in Hindi applications

Enroll Now: Don't miss out on this opportunity to master ChatGPT in Hindi! Enroll now to access high-quality video lectures, downloadable resources, and a vibrant people eager to learn alongside you. Let's revolutionize the world of conversational AI together!

Ready to get started? Click the "Enroll Now" button and let the ChatGPT Crash Course in Hindi be your guide to unleashing the power of language models.

Are you ready to ride the next wave in the realm of data management?

Introducing our groundbreaking course: Vector Database Mastery. In this comprehensive program, we delve deep into the fascinating world of Vector Databases, equipping you with the skills and knowledge needed to navigate the data landscape of the future.

Why Vector Databases? Traditional databases are evolving, and the next generation is here – Vector Databases. They are not just databases; they are engines of understanding. Harness the power of vectors to represent and comprehend complex data structures, bringing unprecedented efficiency and flexibility to your data management endeavors.

Course Highlights:

1. Foundations of Vectors: Dive into the basics of vectors, understanding their role as powerful mathematical entities in representing and manipulating data. Uncover the fundamental concepts that form the backbone of Vector Databases.

2. Embeddings Techniques: Master the art of embeddings – the key to transforming data into a high-dimensional vector space. Explore techniques like Word Embeddings, Doc2Vec, and more, unleashing the potential to encode complex information into compact, meaningful vectors.

3. SQLite as a Vector Database: Witness the fusion of traditional SQL databases with the dynamic capabilities of vectors. Learn how to leverage SQLite as a Vector Database, enabling you to handle intricate relationships and queries with ease.

4. ChromaDB: Explore the cutting-edge ChromaDB, a revolutionary Vector Database that takes data representation to a whole new level. Delve into its architecture, functionalities, and real-world applications, paving the way for a new era of data management.

5. Pinecone DB: Step-by-step walkthrough about creating an index, prepare data, creating embeddings, adding data to index, making queries, queries with metadata filters and much more.

6. Qdrant Vector Database: Uncover the capabilities of Qdrant, a high-performance, open-source Vector Database designed for scalability and speed. Learn to implement and optimize Qdrant for various use cases, propelling your projects to new heights.

7. Langchain for QA Applications: Revolutionize question-answering applications using Langchain. Integrate vector-based search techniques into your projects, enhancing the precision and relevance of your results.

8. OpenAI Embeddings: Harness the power of OpenAI embeddings to elevate your natural language processing projects. Learn to integrate state-of-the-art language models into your applications, pushing the boundaries of what's possible in text-based data analysis.

Join the Vector Revolution!

Enroll now to future-proof your data management skills. The Vector Database Mastery course is not just a learning experience; it's your ticket to staying ahead in the rapidly evolving world of data.

Don't miss out on the next wave – secure your spot today and become a master of Vector Databases!

Are you ready to ride the next wave in the realm of data management?

Introducing our groundbreaking course: Vector Database Mastery. In this comprehensive program, we delve deep into the fascinating world of Vector Databases, equipping you with the skills and knowledge needed to navigate the data landscape of the future.

Why Vector Databases? Traditional databases are evolving, and the next generation is here – Vector Databases. They are not just databases; they are engines of understanding. Harness the power of vectors to represent and comprehend complex data structures, bringing unprecedented efficiency and flexibility to your data management endeavors.

Course Highlights:

1. Foundations of Vectors: Dive into the basics of vectors, understanding their role as powerful mathematical entities in representing and manipulating data. Uncover the fundamental concepts that form the backbone of Vector Databases.

2. Embeddings Techniques: Master the art of embeddings – the key to transforming data into a high-dimensional vector space. Explore techniques like Word Embeddings, Doc2Vec, and more, unleashing the potential to encode complex information into compact, meaningful vectors.

3. SQLite as a Vector Database: Witness the fusion of traditional SQL databases with the dynamic capabilities of vectors. Learn how to leverage SQLite as a Vector Database, enabling you to handle intricate relationships and queries with ease.

4. ChromaDB: Explore the cutting-edge ChromaDB, a revolutionary Vector Database that takes data representation to a whole new level. Delve into its architecture, functionalities, and real-world applications, paving the way for a new era of data management.

5. Pinecone DB: Step-by-step walkthrough about creating an index, prepare data, creating embeddings, adding data to index, making queries, queries with metadata filters and much more.

6. Qdrant Vector Database: Uncover the capabilities of Qdrant, a high-performance, open-source Vector Database designed for scalability and speed. Learn to implement and optimize Qdrant for various use cases, propelling your projects to new heights.

7. Langchain for QA Applications: Revolutionize question-answering applications using Langchain. Integrate vector-based search techniques into your projects, enhancing the precision and relevance of your results.

8. OpenAI Embeddings: Harness the power of OpenAI embeddings to elevate your natural language processing projects. Learn to integrate state-of-the-art language models into your applications, pushing the boundaries of what's possible in text-based data analysis.

Join the Vector Revolution!

Enroll now to future-proof your data management skills. The Vector Database Mastery course is not just a learning experience; it's your ticket to staying ahead in the rapidly evolving world of data.

Don't miss out on the next wave – secure your spot today and become a master of Vector Databases!

本コースへようこそ！

このコースでは話題の画像生成系AIであるStableDiffusionについて学んでいきます。

実はStableDiffusionを動かす方法はいくつかあります。

この講座では

・HaggingFaceのデモページからStableDiffusionを動かす方法

・HaggingFaceで公開されているStableDiffusionのモデルをPythonで動かす方法

・StabilityAIが有償公開しているDreamStudioの使い方

・DreamStudioのAPIをPythonで使う方法

・オープンソースStableStudioをローカルで立ち上げてStableDiffusionを動かす方法

・オープンソースFooocusをGoogleColabで立ち上げてStableDiffusionを動かす方法

など様々な方法を学んでいきます。

また、画像生成において重要な

・プロンプトエンジニアリング

・画像生成する際におさえておくと便利な様々なスタイル

なども併せて学んでいきます。

ぜひStableDiffusionを使って色んな画像を生成できるようになりましょう！

本コースへようこそ！

このコースでは話題の画像生成系AIであるStableDiffusionについて学んでいきます。

実はStableDiffusionを動かす方法はいくつかあります。

この講座では

・HaggingFaceのデモページからStableDiffusionを動かす方法

・HaggingFaceで公開されているStableDiffusionのモデルをPythonで動かす方法

・StabilityAIが有償公開しているDreamStudioの使い方

・DreamStudioのAPIをPythonで使う方法

・オープンソースStableStudioをローカルで立ち上げてStableDiffusionを動かす方法

・オープンソースFooocusをGoogleColabで立ち上げてStableDiffusionを動かす方法

など様々な方法を学んでいきます。

また、画像生成において重要な

・プロンプトエンジニアリング

・画像生成する際におさえておくと便利な様々なスタイル

なども併せて学んでいきます。

ぜひStableDiffusionを使って色んな画像を生成できるようになりましょう！

「Transformerを詳しく学ぼう！」は、生成AIのベースとなる技術、「Transformer」について詳しく学ぶ講座です。

Transformerがどのような仕組みで機能しており、生成AIの躍進を支えているのかを掘り下げていきます。

理解を深めるために、本講座ではフレームワークPyTorchを使ってTransformerの実装にトライします。

Transformerをベースにした大規模言語モデル（LLM）は現在様々な分野で驚異的な性能を発揮し、幅広く活用されています。

特にGPT-3.5やGPT-4が使われているChatGPTは、自然言語を使った対話により自然な文章を生成可能なので、大きな注目を集めています。

LLMは様々なタスクをこなせる汎用性を備えており、これまで人間しかできなかった様々なタスクを任せることが可能になってきています。

本講座では、最初にTransformerの概要を学んだ上で、Attentionの仕組み、埋め込みなどについて順を追って学んでいきます。

そして、最後にここまでの内容を踏まえてTransformerを組み立てます。

Transformerを詳しく学び、生成AIに対する深い洞察力を身につけましょう。

注: 本コースに先立ちYouTubeでのライブ講義【Live! 人工知能】がありました。本コースの動画はこのライブ講義をUdemy用に再構成したものになります。

講座の内容は以下の通りです。

Section1. Transformerの概要

→ Transformerの概要や、開発環境について学びます。

Section2. Attentionの仕組み

→ TransformerのベースであるAttentionの仕組み、実装について学びます。

Section3. Transformerにおける埋め込み

→ Transformerにおける入力のベクトル化について学びます。

Section4. Transformerを組み立てる

→ ここまでの内容を踏まえて、PyTorchを使いTransformerを組み立てます。

なお、今回の講座でプログラミング言語Pythonの解説は最小限となりますが、Pythonの基礎を解説するノートブックを予め配布します。

Pythonの開発環境にはGoogle Colaboratoryを使用します。

「Transformerを詳しく学ぼう！」は、生成AIのベースとなる技術、「Transformer」について詳しく学ぶ講座です。

Transformerがどのような仕組みで機能しており、生成AIの躍進を支えているのかを掘り下げていきます。

理解を深めるために、本講座ではフレームワークPyTorchを使ってTransformerの実装にトライします。

Transformerをベースにした大規模言語モデル（LLM）は現在様々な分野で驚異的な性能を発揮し、幅広く活用されています。

特にGPT-3.5やGPT-4が使われているChatGPTは、自然言語を使った対話により自然な文章を生成可能なので、大きな注目を集めています。

LLMは様々なタスクをこなせる汎用性を備えており、これまで人間しかできなかった様々なタスクを任せることが可能になってきています。

本講座では、最初にTransformerの概要を学んだ上で、Attentionの仕組み、埋め込みなどについて順を追って学んでいきます。

そして、最後にここまでの内容を踏まえてTransformerを組み立てます。

Transformerを詳しく学び、生成AIに対する深い洞察力を身につけましょう。

注: 本コースに先立ちYouTubeでのライブ講義【Live! 人工知能】がありました。本コースの動画はこのライブ講義をUdemy用に再構成したものになります。

講座の内容は以下の通りです。

Section1. Transformerの概要

→ Transformerの概要や、開発環境について学びます。

Section2. Attentionの仕組み

→ TransformerのベースであるAttentionの仕組み、実装について学びます。

Section3. Transformerにおける埋め込み

→ Transformerにおける入力のベクトル化について学びます。

Section4. Transformerを組み立てる

→ ここまでの内容を踏まえて、PyTorchを使いTransformerを組み立てます。

なお、今回の講座でプログラミング言語Pythonの解説は最小限となりますが、Pythonの基礎を解説するノートブックを予め配布します。

Pythonの開発環境にはGoogle Colaboratoryを使用します。

Are you ready to embark on an exciting journey into the world of Artificial Intelligence (AI)?

Welcome to 'AI Essentials: A Beginner's Guide to Artificial Intelligence,' where we demystify the fascinating realm of AI for newcomers.

WHAT IS THIS COURSE ALL ABOUT?

In this comprehensive course, you'll dive deep into AI's foundations, core concepts, and real-world applications. Discover the significance of data in AI, the role of algorithms in decision making, and the power of neural networks and deep learning.

Learn to select real-world problems suitable for AI solutions, collect and pre-process data for accurate model building, and understand the critical steps of showcasing and deploying your AI project. Comprehensive explanations are prioritized to ensure a clear understanding of the processes involved.

Exploring AI's influence in everyday life, workplaces, and society, we also delve into ethical considerations and the future of AI. You'll be well-prepared for the AI-driven future, equipped with knowledge and skills to navigate this dynamic field.

AFTER THE COURSE YOU WILL KNOW:

• Foundational Understanding of Artificial Intelligence (AI)

• Different Types of AI: Narrow vs. General AI

• Real-world Applications of AI

• Significance of Data in AI

• Role of Algorithms in AI Decision Making

• Basics of Neural Networks and Deep Learning

• Selecting Real-world Problems for AI Solutions

• Data Collection and Pre-processing for Accurate Models

• Model Development and Training

• Showcasing and Deploying AI Projects

• Awareness of AI's Influence in Everyday Life and Workplaces

• Ethical Considerations in AI

• Emerging Trends in AI

• How to Prepare for the AI-Driven Future

• Career Opportunities in AI

• Joining AI Communities for Networking and Growth

• Next Steps for Continuous Learning and Specialization

PREREQUISITES:

• Basic Computer Skills: Familiarity with using computers and software is essential to navigate the course materials.

• Curiosity and Eagerness to Learn: An open mind and a willingness to explore new concepts are the most important prerequisites for this course.

  
  

THIS COURSE CONTAINS/OFFERS:

• 5+ hours of high-quality video lectures and guides

• Downloadable resources with useful information and links

• Useful quizzes for testing your knowledge on each section

• A major practice test in the end of the course

• Ability to ask the instructor questions via the Q&A section

• Certificate on course completion

So join me to unlock the potential of AI and gain a solid foundation in this transformative technology. Whether you're driven by curiosity or considering a career in AI, this course sets the stage for your success. Start your AI journey today!

Are you ready to embark on an exciting journey into the world of Artificial Intelligence (AI)?

Welcome to 'AI Essentials: A Beginner's Guide to Artificial Intelligence,' where we demystify the fascinating realm of AI for newcomers.

WHAT IS THIS COURSE ALL ABOUT?

In this comprehensive course, you'll dive deep into AI's foundations, core concepts, and real-world applications. Discover the significance of data in AI, the role of algorithms in decision making, and the power of neural networks and deep learning.

Learn to select real-world problems suitable for AI solutions, collect and pre-process data for accurate model building, and understand the critical steps of showcasing and deploying your AI project. Comprehensive explanations are prioritized to ensure a clear understanding of the processes involved.

Exploring AI's influence in everyday life, workplaces, and society, we also delve into ethical considerations and the future of AI. You'll be well-prepared for the AI-driven future, equipped with knowledge and skills to navigate this dynamic field.

AFTER THE COURSE YOU WILL KNOW:

• Foundational Understanding of Artificial Intelligence (AI)

• Different Types of AI: Narrow vs. General AI

• Real-world Applications of AI

• Significance of Data in AI

• Role of Algorithms in AI Decision Making

• Basics of Neural Networks and Deep Learning

• Selecting Real-world Problems for AI Solutions

• Data Collection and Pre-processing for Accurate Models

• Model Development and Training

• Showcasing and Deploying AI Projects

• Awareness of AI's Influence in Everyday Life and Workplaces

• Ethical Considerations in AI

• Emerging Trends in AI

• How to Prepare for the AI-Driven Future

• Career Opportunities in AI

• Joining AI Communities for Networking and Growth

• Next Steps for Continuous Learning and Specialization

PREREQUISITES:

• Basic Computer Skills: Familiarity with using computers and software is essential to navigate the course materials.

• Curiosity and Eagerness to Learn: An open mind and a willingness to explore new concepts are the most important prerequisites for this course.

  
  

THIS COURSE CONTAINS/OFFERS:

• 5+ hours of high-quality video lectures and guides

• Downloadable resources with useful information and links

• Useful quizzes for testing your knowledge on each section

• A major practice test in the end of the course

• Ability to ask the instructor questions via the Q&A section

• Certificate on course completion

So join me to unlock the potential of AI and gain a solid foundation in this transformative technology. Whether you're driven by curiosity or considering a career in AI, this course sets the stage for your success. Start your AI journey today!