Open Source For You - March 2025

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Open Source For You

"TIDB supports scaling to millions of queries per second"

The inverse correlation between the need for data storage and the rate at which data is processed has led to companies searching for database management systems that can keep up with the rapid growth of data. In conversation with OSFY's Yashasvini Razdan, Bhanu Jamwal, Head of Presales and Solution Engineering, APAC, TiDB, explains how distributed open source databases like TiDB are an alternative for organisations dealing with massive and complex data requirements.

7 mins

Massive Online Analysis: Harnessing the Power of Real-Time Data Streams

The ability to analyse and act upon data streams in real time can be a game-changer for businesses and organisations. Massive Online Analysis (MOA) is at the forefront of this revolution, offering a robust framework for real-time data stream mining. Let’s delve into the intricacies of MOA, exploring its capabilities, applications, and the impact it has on various industries.

4 mins

"Open source networking solutions accelerate innovation"

Developed by Microsoft and its community partners eight years ago, SONIC claims to be the first open source networking software to run on multiple switches, with participation from several silicon chip vendors and hardware manufacturers. In an exclusive conversation, Ashay Krishna, Director Of Engineering, Microsoft, explains to OSFY's Yashasvini Razdan why organisations should adopt open source networking solutions, and the role the community plays in their adoption and growth.

6 mins

Do Not Be Fooled By AI Hallucinations

All AI models, especially large language models (LLMs), are prone to hallucinating—that is, they sometimes give wrong or fictitious responses that appear correct. Experts recommend providing unambiguous prompts and cross-checking responses before making decisions based on them.

9 mins

Medallion Architecture: Helping Develop Agentic AI Solutions

We delve into the mechanics of medallion architecture, its relevance in the development of agentic AI solutions in partnership with Microsoft Autogen, and its usefulness in the domains of banking and financial services.

3 mins

Automating Machine Learning with PyCaret

Learn how to use PyCaret, a low-code Python library, to automate the management of machine learning models.

4 mins

Generative AI Platforms: A Boon for the Academics and Research Communities

Classical teaching methods are poised to go through a total transformation with the advent of artificial intelligence. AI-based tools are already helping teachers, students and researchers to create accurate content and enhance their knowledge.

3 mins

MLOps vs AlOps: What, Where, and Why

MLOps and AIOps excel at driving efficiency and innovation in an organisation. Let's find out what they are, where they can be used, and why we should do so.

4 mins

Working with Apache SINGA, the Deep Learning Library

Here's a short tutorial on how to install and configure Apache SINGA, the deep learning library that has been built for training machine learning models.

3 mins

NLP: Text Summarisation with Python

Here's a simple Python method based on the Natural Language Toolkit for extractive text summarisation in natural language processing.

4 mins

It's the Age of AI Agents!

Businesses must get ready to work with AI agents if they want to stay competitive. Many have already adopted them, while others are gearing up to do so. These agents will soon be part of almost every organisation, making up a large global digital workforce.

9 mins

How Open Source LLMs are Shaping the Future of AI

The future of AI isn't locked behind proprietary paywalls—it's open and collaborative, with open source LLMs giving businesses the power to innovate on their own terms.

10 mins

Building Machine Learning Models with Scikit-learn

Scikit-learn scores over other machine learning libraries because it is easy to use, comes with a comprehensive feature set, has strong community support, and is customisable. Here's a quick look at its features and use cases.

6 mins

Unleashing the Power of Generative AI Agents with Open Source Software

By embracing open source frameworks and tools guided by a robust enterprise architecture strategy, organisations can build intelligent, adaptable, cost- effective AI solutions tailored to their needs.

6 mins

Metaverse and Digital Twins: Partnering to Innovate

Let's explore Al-powered digital twin technology and the Metaverse, delving into what they promise, their limitations, and how large language models and generative Al help address these challenges.

8 mins

Netbooting a Large Language Model-based OS in an Ubuntu Live Server

This brief tutorial explores the wireless netbooting of the LLM model Gemini AI in an Ubuntu server.

4 mins

Modelling Toeplitz Networks with SageMath

A Toeplitz network refers to a graph that has a comparable regularity in its structure. SageMath is an excellent tool for facilitating the creation, analysis, and visualisation of graphs. Hence, SageMath can be used to effectively model Toeplitz networks and get insights into their structural characteristics, leading to advancements in network design and analysis.

5 mins

Why You Should Go for Grafana

Explore the main characteristics of Grafana, the open source analytics and visualisation tool for application in the Internet of Things, and see how it compares with other similar popular tools.

3 mins

SageMath: Deeper Insights into Cybersecurity

In the previous article in this SageMath series (published in the January 2025 issue of OSFY), we concluded our discussion of classical encryption techniques and moved on to the exploration of modern cryptography by looking at symmetric-key cryptography. In this ninth article in the series, we will continue the focus on symmetric-key cryptography.

10+ mins

Setting Up a Status Page to Monitor Cloud Infrastructure

Cloud infrastructure must be continuously monitored to preempt service failures. Monitoror and Vigil are two excellent open source tools to help set up status pages for black box monitoring of IT infrastructure.

3 mins

Open Source For You の記事をすべて読む

Open Source For You Magazine Description:

Open Source For You Magazine is a monthly magazine published by EFY Group in India. It is a leading open source magazine in Asia, covering a wide range of topics related to open source technologies and solutions, including:

* Open source news and trends: Open Source For You covers the latest open source news and trends from India and around the world.
* Open source tutorials and projects: The magazine features tutorials and projects on a variety of open source technologies, such as Linux, Python, and cloud computing.
* Open source product reviews: Open Source For You reviews the latest open source products and services.
* Open source interviews: The magazine interviews leading open source experts and developers to get their insights on the latest trends and developments in the open source world.

If you're interested in open source technologies and solutions, then Open Source For You Magazine is the perfect resource for you. Subscribe today and start your journey to a more informed and engaged open source enthusiast!