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Afiz ⚡️ Profile picture
Afiz ⚡️
@itsafiz
Lead Software Engineer 👨‍💻 - Building Data and AI Apps - Simplifying Python, Data Science, ML and LLMs ✨ - Views are my personal
4 subscribers
Aug 6 • 5 tweets • 2 min read
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.

Aug 2 • 5 tweets • 2 min read
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…
Jan 23, 2024 • 6 tweets • 2 min read
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
Jan 14, 2024 • 5 tweets • 2 min read
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
Jan 5, 2024 • 6 tweets • 2 min read
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
Nov 1, 2023 • 5 tweets • 2 min read
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
Oct 23, 2023 • 6 tweets • 2 min read
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
Aug 24, 2023 • 7 tweets • 3 min read
Python Object-Oriented Programming (with code snippets)

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

In this two-part series, we will learn all the concepts of OOP with examples.

Follow me @itsafiz to don't miss.

A Thread 🧵👇 Image 1. Introduction to OOP

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!
Aug 15, 2023 • 4 tweets • 2 min read
Build a beautiful dashboard using Python!

This dashboard is created using @streamlit and 100% Python code. No HTML and CSS.

This covers how to connect MySQL in Python.

Source code 🧵👇 Image Here is the source code:

github.com/shamiraty/Stre…
Aug 13, 2023 • 6 tweets • 2 min read
How to access Spotify Data using Python?

Do you know you can pull all the Spotify music data using Python for FREE? In this thread, you will learn the same.

More examples with source code 🧵👇 Image Example 1: List all the albums of artist ‘Birdy’ Image
Aug 12, 2023 • 5 tweets • 2 min read
WhatsApp Data Analysis using Python

In this thread, we'll see how to export WhatsApp chat/group chat data and use it for data analysis. Image First thing first, we need to export data from WhatsApp

Following these steps to export the data
Image
Image
Aug 10, 2023 • 12 tweets • 4 min read
Build RESTful API with FastAPI (with code snippets)

In this thread, we'll learn how to create a REST API for TODO App in Python using FastAPI. @FastAPI

A Thread 🧵👇 1. Install FastAPI

The first step is to install FastAPI using pip Image
Aug 9, 2023 • 7 tweets • 2 min read
Learn Image Processing using Python!

In this post, we will learn all the important concepts of image processing using Python.

Topics like Face Detection, Blurring, Rotating Images and more!

A Thread 🧵👇 Image Image Processing in Python #1

✅ How to grayscale images

Image Processing is a very interesting subject. We can extract useful information from images

Jul 23, 2023 • 6 tweets • 2 min read
Master Data Analysis for FREE from IBM!

IBM and Udacity are offering certification courses for FREE!

A Thread 🧵👇 Image 1. Python for Data Science

cognitiveclass.ai/courses/python…
Jul 18, 2023 • 6 tweets • 2 min read
Decorators in Python (with code snippets)

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

In this thread, we learn about decorators with examples.

A Thread 🧵👇 Image Example 1: Add the banner to Hello World!

A simple example of decorators in Python 👇 Image
Jul 13, 2023 • 8 tweets • 3 min read
Top AI tools to start your business!

1. Build Website in 30 seconds - @Durableteam

2. Meetings Assistant - @tldview

3. Ads Image generator - @leap_api

4. Beautiful Slides - @snappify_io

5. Cold Emails - @InstantlyAI

6. Automation - @bardeenai Image 1. Build a website in 30 seconds with AI

https://t.co/lYufo5zQJQdurable.co/ai-blog-genera…
Image
Jul 6, 2023 • 4 tweets • 2 min read
Free Python Course from Harvard University!

If you want to get started with Python then you don't want to miss out on this FREE course from Harvard University.

Course link 🧵👇 Here is the course link:

cs50.harvard.edu/python/2022/
Jul 5, 2023 • 12 tweets • 5 min read
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…
Jul 3, 2023 • 8 tweets • 2 min read
Free Certification Courses from Google!

Google is offering top-notch courses in the below topics for FREE.

- Python
- Java Script
- Data Science
- Machine Learning
- Cloud

A Thread 🧵👇 1. Google's Python Class

developers.google.com/edu/python
Jul 2, 2023 • 12 tweets • 4 min read
Free Certification Courses from IBM!

Did you know that IBM offers an incredible collection of high-quality courses for FREE!

IBM has top-notch courses in Cloud, Data Science and more.

A Thread 🧵👇 1. Intro to Cloud

cognitiveclass.ai/courses/introd…
Jul 1, 2023 • 12 tweets • 4 min read
Harvard University is offering free online courses.

Learn Computer Science to Data Science for FREE

The courses will be open to anyone, with no prerequisites required.

Here are 10 FREE courses 🧵👇 1. Introduction to Computer Science

pll.harvard.edu/course/cs50-in…