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Afiz ⚡️ Profile picture
@itsafiz
Jul 5, 2023 • 12 tweets • 5 min read • Read on X
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Google is offering a Generative AI Learning Path with 10 courses for FREE!

- Intro to Generative AI
- Intro to LLMs
- Intro to Image Generation
- Encoder-Decoder Architecture
- Transformer Models and more

A Thread 🧵👇
1. Introduction to Generative AI

https://t.co/pS9CgjGhr0cloudskillsboost.google/course_templat…
2. Introduction to Large Language Models

https://t.co/fp3KAgGEgBcloudskillsboost.google/course_templat…
3. Introduction to Responsible AI

https://t.co/lm28vluIUscloudskillsboost.google/course_templat…
4. Generative AI Fundamentals

https://t.co/OY2J2ho4jzcloudskillsboost.google/course_templat…
5. Introduction to Image Generation

https://t.co/T4sBSlLITqcloudskillsboost.google/course_templat…
6. Encoder-Decoder Architecture

https://t.co/UTOTFDCrTbcloudskillsboost.google/course_templat…
7. Attention Mechanism

https://t.co/1pQsYliMlWcloudskillsboost.google/course_templat…
8. Transformer Models and BERT Model

https://t.co/F11f6kr8umcloudskillsboost.google/course_templat…
9. Create Image Captioning Models

https://t.co/BioRr5iDE4cloudskillsboost.google/course_templat…
10. Introduction to Generative AI Studio

https://t.co/BQ6DDnTdFJcloudskillsboost.google/course_templat…
I hope you like this content!

I create content around Python, NLP, ML and AI.

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More from @itsafiz

Afiz ⚡️ Profile picture
Jan 23, 2024
What's the next for SQL database?

Add vector search extension?

Why not SQL vector database? What is that?

Let's find out 🚀 Image
@MyScaleDB Introducing @MyscaleDB (), a Fully SQL Compatible Vector Database that addresses challenges in:

- Semantic understanding
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Fully compatible with SQL:

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Build Question Answering AI App for Audio Data!

Today, we will see how we can build QnA AI app for Audio Data using @AssemblyAI, @LangChainAI and @OpenAI

In just 3 simple steps, we can achieve this.

Let's get started 🚀 Image
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Afiz ⚡️ Profile picture
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Python's Object-Oriented Programming(with examples)!

Explore Python methods with code snippets in this thread. Let's dive into three types:

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Unravel the magic 🧵👇 Image
1. Instance methods:

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Used to access/modify the object state. If we use instance variables inside a method, such methods are called instance methods. It must have a self parameter to refer to the current object Image
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@classmethod
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Decorators in Python (with code snippets)

Decorators in Python allow us to modify the functions, arguments and results without touching the actual code of the function

In this thread, you'll learn about decorators with examples. Follow me, @itsafiz to stay up-to-date on it🧵👇 Image
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This is my favourite, in this example, we check if the parameters are integers. We can extend this example to validate any data type. Image
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Afiz ⚡️ Profile picture
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Object Oriented Programming in Python

Methods in Python (with code snippets)

In this thread, we will discuss 3 types of methods with examples

1. Instance
2. Class
3. Static

A Thread 🧵👇 Image
1. Instance methods:

These methods are bound to the instance(object) of the class.

Used to access/modify the object state. If we use instance variables inside a method, such methods are called instance methods. It must have a self parameter to refer to the current object Image
2. Class Methods

Class methods work with class variables and are accessible using the name rather than its object.

@classmethod
decorator is used to create class methods. cls is used to refer to the class just like self is used to refer to the object of the class. Image
Read 6 tweets
Afiz ⚡️ Profile picture
Aug 24, 2023
Python Object-Oriented Programming (with code snippets)

Topics covered:
1. Classes and Objects
2. Encapsulation
3. Inheritance
4. Polymorphism

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Follow me @itsafiz to don't miss.

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OOP is a programming paradigm that organizes code into objects, which are instances of classes. It promotes modularity, reusability, and easier maintenance of code. Let's dive in!
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Classes define the blueprint for objects. They contain attributes (data) and methods (functions). Objects are instances of classes, representing real-world entities.

Example: Image
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