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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.

Follow me at @itsafiz, if you don't want to miss anything.

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More from @itsafiz

Afiz ⚡️ Profile picture
Aug 6
Summarize any book using Python!

We all love books, but sometimes we just want to read the gist of them. This program helps you to summarize any book in 5 lines of code.

Find the code 🧵 Image
You need to know how to extract text from PDF files, before summarizing them.

check out this post for the same.

Check this out, if you want to genearate the summarized audibook

Read 5 tweets
Afiz ⚡️ Profile picture
Aug 2
Extract Text from Audio files using Python

In the next couple of days, We will see how to extract text from audio and video files. Follow me @itsafiz if you don't want to miss it.

A Thread 🧵👇 Image
There are many ways and platforms that supports extracting text from audio file.
Such as

1. IBM's Speech to Text: cloud.ibm.com/apidocs/speech…
2. Google Speech to Text: codelabs.developers.google.com/codelabs/cloud…
In this example, I have used @AssemblyAI for transcribing the audio file.

Please get the free API Key from AssemblyAI website for FREE to execute this example.

assemblyai.com/dashboard/over…
Read 5 tweets
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
- Complex queries to the high-dimensional data
- Processing massive volumes of data with high performancemyscale.com
Fully compatible with SQL:

- Powerful SQL interface
- Integrates with existing data ecosystems, executing complex queries.
- Supporting Text2SQL makes easy-of-use for non-coding data analysts.
- Rich set of features includes vector search, metadata filtering and even joins.
Read 6 tweets
Afiz ⚡️ Profile picture
Jan 14, 2024
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
1. Install the required python modules

We need to install langchain, assemblyai and openai python modules Image
2. Load Audio data using LangChain

Before executing the below code set Assembly AI and OpenAI API keys.

This code loads the data from the given audio file URL. Image
Read 5 tweets
Afiz ⚡️ Profile picture
Jan 5, 2024
Python's Object-Oriented Programming(with examples)!

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

Instance
Class
Static
Unravel the magic 🧵👇 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
Nov 1, 2023
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
Example 1: Add the banner to Hello World!

A simple example of decorators in Python 👇 Image
Example 3: Validate all the parameters are integers

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
Read 5 tweets

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