AssemblyAI

NOVEMBER 5, 2024

Before you start To finish this tutorial, you'll need: Python 3.8 In this tutorial, you'll learn how to use AssemblyAI to transcribe videos and automatically generate accurate and high-quality subtitles. installed. A free AssemblyAI account. Sign up if you haven't already.

Python 147

Python AI Modeling AI AI 147

Analytics Vidhya

JUNE 12, 2024

Introduction This article offers a detailed guide on automating email sending using Python‘s `smtplib` library. The guide also teaches how to annotate plots and save […] The post Sending Emails With Python appeared first on Analytics Vidhya.

Python 314

Python Automation Machine Learning 314

Analytics Vidhya

JUNE 4, 2024

Introduction Python’s ability to manage resources—files, database connections, and threads—ensures that programs run quickly and without errors. Python context managers make resource management easier by enabling developers to specify resource setup and takedown procedures legibly and error-proofly using the with statement.

Python 317

Python 317

AssemblyAI

JANUARY 23, 2025

If you're looking to implement Automatic Speech Recognition (ASR) in Python, you may have noticed that there is a wide array of available options. Broadly, Python speech recognition and Speech-to-Text solutions can be categorized into two main types: open-source libraries and cloud-based services. What is Speech Recognition?

Python 130

Python Convolutional Neural Networks Neural Network OpenAI 130

Marktechpost

NOVEMBER 29, 2024

Andrew Ng’s team has released a new open source Python library for Gen AI called aisuite. This fragmented landscape often leads to increased complexity, extended development time, and challenges for engineers aiming to create effective Gen AI applications. Don’t Forget to join our 55k+ ML SubReddit.

Python 138

Python Generative AI Large Language Models OpenAI 138

Analytics Vidhya

SEPTEMBER 28, 2024

Python is already your favorite type of language given its easy usage in graphics and simple coding ability. But now, these are complex enough tasks, and therefore, one requires a set of powerful tools. […] The post Understanding SciPy Library in Python appeared first on Analytics Vidhya.

Python 317

Python Data Analysis Machine Learning 317

Analytics Vidhya

JUNE 5, 2024

Python programming works similarly. You’ll often need additional tools beyond the ones with Python by default. pip acts as your friendly neighborhood hardware store for Python. It helps […] The post Tutorial for Package Management Using pip Python appeared first on Analytics Vidhya.

Python 318

Python 318

Analytics Vidhya

JUNE 4, 2024

This guide will walk through how to track an IP address’s geographic location using Python. We’ll provide code examples that leverage Python libraries to fetch location data like city, region and coordinates for a given IP address. Mapping IPs to real-world […] The post How to Track IP Address Using Python?

Python 318

Python 318

Analytics Vidhya

MAY 19, 2024

Introduction This article highlights 10 exceptional YouTube channels that provide comprehensive tutorials, practical guidance, and engaging content for mastering Python programming. These channels cover various aspects of Python, from statistics to machine learning, AI, and data science.

Python 328

Python Machine Learning Data Science AI 328

Analytics Vidhya

MAY 30, 2024

Introduction Python is the favorite language for most data engineers due to its adaptability and abundance of libraries for various tasks such as manipulation, machine learning, and data visualization. This post looks at the top 9 Python libraries necessary for data engineers to have successful careers.

Python 317

Python Machine Learning 317

Unite.AI

NOVEMBER 25, 2024

This article dives into design patterns in Python, focusing on their relevance in AI and LLM -based systems. I'll explain each pattern with practical AI use cases and Python code examples. Let’s explore some key design patterns that are particularly useful in AI and machine learning contexts, along with Python examples.

Python 147

Python LLM AI Engineer AI 147

Analytics Vidhya

AUGUST 11, 2024

Python, an easy-to-code language, has many features like a list, dictionary, and set, which are built-in data structures for the Python language. Algorithms are […] The post Top 7 Algorithms for Data Structures in Python appeared first on Analytics Vidhya.

Algorithm 317

Algorithm Python Software Development 317

Analytics Vidhya

JULY 18, 2024

Introduction Want to improve your knowledge of Python? With a range of […] The post 7 Best Platforms to Practice Python appeared first on Analytics Vidhya. With a range of […] The post 7 Best Platforms to Practice Python appeared first on Analytics Vidhya.

Python 306

Python Software Development Data Science Algorithm 306

Analytics Vidhya

AUGUST 6, 2024

Factorials’ operation […] The post Factorial Program in Python appeared first on Analytics Vidhya. Likewise, in mathematics and programming, getting factorial definition of a number requires a unique sequence of multiplication of a series of decrement positive integers.

Python 305

Python Algorithm 305

Analytics Vidhya

SEPTEMBER 13, 2024

Introduction Python is an object-oriented programming language (or OOPs). Due to this, Python offers a wide variety of data types, which can be broadly classified into mutable and immutable types. However, as a curious Python developer, I hope you also wonder how these concepts impact data.

Python 291

Python 291

Analytics Vidhya

AUGUST 23, 2024

In the vast world of Python, frameworks act as those blueprints, guiding developers through the construction process. They provide a structured foundation, so you can focus on creating impressive, functional applications. […] The post What are Frameworks in Python? appeared first on Analytics Vidhya.

Python 290

Python Data Analysis Machine Learning 290

Analytics Vidhya

AUGUST 13, 2024

Introduction In the previous article, we discussed the comprehensive overview of the “Python Programming Language and its built-in Data Structure.”

Python 290

Python Data Science Automation 290

Analytics Vidhya

JULY 17, 2024

This article will show you […] The post Understanding Duck Typing in Python appeared first on Analytics Vidhya. Enter duck typing—a powerful programming model that focuses on what an object can do rather than what it is.

Python 306

Python 306

Analytics Vidhya

JULY 30, 2024

Introduction We have already discussed that Python is the most powerful programming language, especially in data science and Gen-AI. In this part, we’ll […] The post Comprehensive Guide to Python Built-in Data Structures appeared first on Analytics Vidhya.

Python 306

Python Data Science AI AI 306

Analytics Vidhya

AUGUST 19, 2024

Enter Selenium, the game changing tool which automates web browser interaction and thus is more efficient when […] The post A Comprehensive Guide to Selenium with Python appeared first on Analytics Vidhya. It is impossible to go through each feature and all the interactions one by one which may take days or even weeks.

Python 318

Python Automation 318

Analytics Vidhya

AUGUST 1, 2024

The other is a Python enthusiast, convinced that its versatility and powerful libraries […] The post SQL vs Python: Which Language is Right for You? One swears by SQL, arguing that its structured queries and robust data management are the backbone of their database. appeared first on Analytics Vidhya.

Python 306

Python Data Analysis 306

Analytics Vidhya

JUNE 5, 2024

It is the same as going down, validating the tunnel, and so on for all […] The post Implementation of Depth First Search (DFS) Algorithm in Python appeared first on Analytics Vidhya. Think of it as being in a maze: DFS goes down one path until it reaches a dead-end before retracing its steps to take another, right?

Algorithm 327

Algorithm Python Data Science Machine Learning 327

AssemblyAI

FEBRUARY 21, 2025

You'll need to have Python installed on your system to follow along, so install it if you haven't already. Then install AssemblyAI's Python SDK, which will allow you to call the API from your Python code: pip install -U assemblyai Basic implementation It's time to set up your summarization workflow in Python.

Python 130

Python Auto-complete LLM AI 130

Analytics Vidhya

JULY 25, 2024

Introduction Imagine that you are about to produce a Python package that has the potential to completely transform the way developers and data analysts assess their models. You’ll go from initializing your package […] The post How to Build a RAG Evaluator Python Package with Poetry? appeared first on Analytics Vidhya.

Python 301

Python Generative AI AI AI 301

AWS Machine Learning Blog

NOVEMBER 6, 2024

In this post, we explore a practical solution that uses Streamlit , a Python library for building interactive data applications, and AWS services like Amazon Elastic Container Service (Amazon ECS), Amazon Cognito , and the AWS Cloud Development Kit (AWS CDK) to create a user-friendly generative AI application with authentication and deployment.

Python 121

Python Generative AI Data Scientist LLM 121

Analytics Vidhya

AUGUST 28, 2024

Given this diversity, relying on a single LLM for all tasks often leads to suboptimal results. […] The post LLM Routing: Strategies, Techniques, and Python Implementation appeared first on Analytics Vidhya.

LLM 298

LLM Python Large Language Models Algorithm 298

Analytics Vidhya

JULY 17, 2024

Enter the Skeleton of Thoughts (SoT) – a groundbreaking framework poised to revolutionize artificial intelligence and natural language […] The post What is Skeleton of Thoughts and its Python Implementation? appeared first on Analytics Vidhya.

Python 306

Python Large Language Models Artificial Intelligence Artificial Intelligence 306

Analytics Vidhya

SEPTEMBER 21, 2024

We’ll utilize Python, particularly in Google Colab, to type in and run […] The post Mastering Gender Detection with OpenCV and Roboflow in Python appeared first on Analytics Vidhya.

Python 287

Python Computer Vision Artificial Intelligence Artificial Intelligence 287

AI News

JANUARY 21, 2025

Key features: Python-focused autocompletion: Provided predictive code completions. Use cases: Assisted Python developers with intelligent code suggestions. Multi-language support: Supports Python, JavaScript, and more. Multi-language support: Works with JavaScript, Python, and more.

Auto-complete 298

Auto-complete Software Development Natural Language Processing Automation 298

AssemblyAI

FEBRUARY 21, 2025

Go to blog You'll need to have Python installed on your system to follow along, so install it if you haven't already. Then install AssemblyAI's Python SDK, which will allow you to call the API from your Python code: pip install -U assemblyai Step 1: Run Speech-to-Text Now you can move on to generating meeting summaries.

Python 130

Python LLM Prompt Engineer Prompt Engineering 130

Towards AI

MARCH 6, 2025

Sharing data visualizations from Jupyter Notebooks can be challenging, especially for non-technical users who struggle with running Python code. By prompting GPT-4 to generate complete, working Python code, you can skip manual setup and jump straight to customizing and deploying interactive data visualizations.

Python 97

Python AI AI Machine Learning 97

Analytics Vidhya

FEBRUARY 13, 2025

Google Colab is a cloud-based Jupyter Notebook environment that allows you to write and execute Python code efficiently. This makes it an excellent choice for data science, machine learning, and general Python scripting. It runs on cloud-based virtual machines, meaning users don’t need to configure local environments.

Python 197

Python Machine Learning Data Science 197

Analytics Vidhya

NOVEMBER 26, 2024

Andrew Ng recently released AISuite, an open-source Python package designed to streamline the use of large language models (LLMs) across multiple providers. This innovative tool simplifies the complexities of working with diverse LLMs by allowing seamless switching between models with a simple “provider:model” string.

Large Language Models 208

Large Language Models Python Generative AI Artificial Intelligence 208

Towards AI

MARCH 10, 2025

Welcome back to the second tutorial in our series, Nuclei Detection and Fluorescence Quantification in Python. In this tutorial, we will focus on measuring the fluorescence intensity from the GFP channel, extracting relevant data, and performing a detailed analysis to derive meaningful biological insights.

Python 98

Python Algorithm Data Quality Data Analysis 98

Analytics Vidhya

OCTOBER 30, 2024

Hey there, fellow Python enthusiast! Have you ever wished your NumPy code run at supersonic speed? Your new best friend in your machine learning, deep learning, and numerical computing journey. Think of it as NumPy with superpowers.

Deep Learning 249

Deep Learning Python Machine Learning 249

AWS Machine Learning Blog

DECEMBER 12, 2024

Amazon SageMaker has redesigned its Python SDK to provide a unified object-oriented interface that makes it straightforward to interact with SageMaker services. Shweta Singh is a Senior Product Manager in the Amazon SageMaker Machine Learning (ML) platform team at AWS, leading SageMaker Python SDK.

ML 96

ML Python Data Scientist Natural Language Processing 96

Analytics Vidhya

MARCH 17, 2025

This article breaks down how to implement a reflection agent that validates Python code using Pyright and improves its quality using GPT-4o mini. The LangGraph Reflection Framework is a type of agentic framework which offers a powerful way to improve language model outputs through an iterative critique process using Generative AI.

Python 182

Python Generative AI AI AI 182