Top 10 No-Code AI Tools in 2025 | K21 Academy
In 2025, the line between developers and non-developers is becoming increasingly blurred. Thanks to the rise of no-code AI platforms, anyone—whether you’re a business analyst, entrepreneur, or marketer—can now create powerful, production-ready AI applications without writing a single line of code. These no-code platforms are evolving, moving beyond traditional machine learning (ML) models and into […]
Microsoft Fabric Analytics Engineer DP-600 Certification | K21 Academy Step-by-Step Labs
The DP-600: Microsoft Certified: Fabric Analytics Engineer Associate certification is designed for data professionals seeking to validate their expertise in implementing and managing analytics solutions using Microsoft Fabric. With companies across the globe adopting Microsoft Fabric for their data needs, this certification is in high demand. It’s perfect for anyone who wants to master analytics […]
What is OneLake?
In recent years, the world of data management and cloud computing has seen significant advancements, with cloud providers continuously innovating to offer more efficient, scalable, and user-friendly platforms. One of the latest groundbreaking initiatives from Microsoft is OneLake, a unified data lake platform that promises to redefine how organizations store, manage, and analyze data in […]
MLflow: The Complete Guide| K21Academy
Developing machine learning (ML) models can be intricate, with numerous stages ranging from data preprocessing to model deployment. Managing these stages and ensuring reproducibility can be difficult. That’s where MLflow comes in—an open-source platform built to simplify the machine learning lifecycle. In this post, we’ll dive into what MLflow is, usage, concepts, and quick mlflow […]
Top 20 MLOps Tools to Learn in 2025 | K21Academy
As machine learning (ML) and artificial intelligence (AI) technologies continue to rise, IT industries are embracing these innovations to maintain a competitive edge. MLOps (Machine Learning Operations) has become essential in this evolution, helping businesses optimize the management of the ML lifecycle. By leveraging top MLOps tools, companies can efficiently build, deploy, and manage scalable […]
What is LLMOps (large language model operations)?
What is LLMOps? Large language models (LLMs) represent a new generation of natural language processing (NLP) models that have significantly outpaced previous advancements across various tasks, including open question-answering, summarization, and following complex instructions. While many of the operational principles of MLOps also apply to LLMOps, the training and deployment of LLMs come with distinct […]