AI/ML Resources

AI-Driven API and Microservice Architecture Design for Cloud

Incorporating AI into API and microservice architecture design for the Cloud can bring numerous benefits. Here are some key aspects.

March 18, 2024

by Nilesh Charankar

· 17,287 Views · 3 Likes

Building a Sustainable Data Ecosystem

Generative AI brings innovation, but it also brings challenges in privacy, fairness, and accountability in data sharing.

March 15, 2024

by Chidumga Izuzu

· 6,542 Views · 6 Likes

Understanding Softmax Activation Function for AI/ML Engineers

The article explains the softmax function's role in turning neural network outputs into probabilities for classification in machine learning.

March 15, 2024

by Pavan Belagatti

CORE

· 4,039 Views · 6 Likes

Optimizing Model Training: Strategies and Challenges in Artificial Intelligence

When you train a model, you send data through the network multiple times. Think of it like wanting to become the best basketball player.

March 15, 2024

by Mirza Naeem

· 4,146 Views · 1 Like

Building Safe AI: A Comprehensive Guide to Bias Mitigation, Inclusive Datasets, and Ethical Considerations

Data quality is key for fair AI. Biased or incomplete datasets lead to AI models that make unfair or inaccurate decisions, harming individuals and eroding trust.

March 14, 2024

by Ram N

· 5,721 Views · 3 Likes

Is Computer Vision Difficult To Use?

Computer vision is a type of artificial intelligence that helps the computer to see the world, make interpretations, and analyze the visual world.

March 14, 2024

by Amrutha TESR

· 2,839 Views · 1 Like

Cohesity Simplifies Data Management and Security for Developers

Simplified data management and security for developers with a converged, AI-powered platform streamlines workflows and unlocks insights.

March 14, 2024

by Tom Smith

CORE

· 5,799 Views · 1 Like

Bridging the Gap: The Limits of AI Guardrails in Addressing Human Bias

Generative AI's power and bias highlight the need for technological guardrails alongside broader efforts to confront the enduring challenge of human bias.

March 14, 2024

by Navveen Balani

· 3,374 Views · 2 Likes

Machine Learning: A Revolutionizing Force in Cybersecurity

Explore the power of ML in cybersecurity to uncover hidden patterns, identify potential threats proactively, and bolster our defenses against evolving cyber threats.

March 13, 2024

by Phani Kumar Varma Kokkerlapati

· 6,712 Views · 2 Likes

Azure Cognitive Search Unveiled: Building Intelligent Search Solutions With AI

This article offers a practical guide on setting up Azure Cognitive Search, and integrating AI functionalities, and includes code samples.

March 13, 2024

by venkataramaiah gude

· 3,246 Views · 2 Likes

Evaluating and Building Applications on Open Source Large Language Models

How do you choose the most appropriate model for your application? An analysis of evaluating and building applications on open-source large language models.

March 13, 2024

by George Anadiotis

· 2,179 Views · 2 Likes

Mixtral: Generative Sparse Mixture of Experts in DataFlows

Explore the use of a new type of GenAI LLM with streaming pipelines in this tutorial about how to build a real-time LLM flow with Mixtral AI's new open model.

March 13, 2024

by Tim Spann

CORE

· 3,519 Views · 2 Likes