IterAI

IterAI

Iterating through the AI hype to deliver actionable insights on deploying models that actually create business value.

Featured Posts

Introduction to MLOps - Bridging the gap between ML and operations

Introduction to MLOps - Bridging the gap between ML and operations

The practical first steps for organizations looking to improve their ML deployment capabilities

Nevin Selby
Nevin Selby
Key MLOps Tools in 2025 - Free and Open-Source Options

Key MLOps Tools in 2025 - Free and Open-Source Options

Discover MLOps: Free & Open-Source Tools for a Smarter, Integrated Workflow in 2025

Nevin Selby
Nevin Selby
In-Demand Data Skills in 2025, and Salary Expectations

In-Demand Data Skills in 2025, and Salary Expectations

These tools will land you a data-job in 2025!

Nevin Selby
Nevin Selby
Beyond Black Boxes: Why Understanding ML Models from First Principles Matters

Beyond Black Boxes: Why Understanding ML Models from First Principles Matters

Foundation Matters. From Intuition to Implementation

Nevin Selby
Nevin Selby
Mastering the ML Interview: What Hiring Managers Are Really Looking For

Mastering the ML Interview: What Hiring Managers Are Really Looking For

Crack all your ML Interviews with these tips and tricks!

Nevin Selby
Nevin Selby
ML Roadmap 2025: 6 Months from Zero to Job-Ready

ML Roadmap 2025: 6 Months from Zero to Job-Ready

Step-by-step plan to help you land a job in 6 months

Nevin Selby
Nevin Selby

Archive

AI Engineering: A Clear and Simple Guide to Skills and How to Become an AI Engineer

AI Engineering: A Clear and Simple Guide to Skills and How to Become an AI Engineer

Comprehensive guide to AI engineering skills and career path

Nevin Selby
Nevin Selby
Advanced Enterprise Applications of Agentic AI for Productivity and Innovation

Advanced Enterprise Applications of Agentic AI for Productivity and Innovation

How agentic AI streamlines business, healthcare, and research

Nevin Selby
Nevin Selby
How to Use Agentic AI: A Beginner’s Guide to Automated Digital Assistants

How to Use Agentic AI: A Beginner’s Guide to Automated Digital Assistants

Beginner’s guide to agentic AI and practical, real-world uses

Nevin Selby
Nevin Selby
How to Build a Strong Project Portfolio for AI and Data Careers

How to Build a Strong Project Portfolio for AI and Data Careers

Step-by-step tips to create a clear, effective portfolio that showcases your skills and helps you stand out to employers

Nevin Selby
Nevin Selby
How to Stay Updated in AI and Data Science Without Feeling Overwhelmed

How to Stay Updated in AI and Data Science Without Feeling Overwhelmed

A Simple Guide to Continuous Learning and Time Management for AI and Data Professionals

Nevin Selby
Nevin Selby
Essential Soft Skills for AI and Data Roles: The Real Differentiators

Essential Soft Skills for AI and Data Roles: The Real Differentiators

In a field where technical skills are expected, these soft skills are what help professionals stand out.

Nevin Selby
Nevin Selby
Data Engineering: The Underrated Career Move in AI

Data Engineering: The Underrated Career Move in AI

In 2025, this path is more rewarding than ever.

Nevin Selby
Nevin Selby
How to Build a Standout AI Portfolio

How to Build a Standout AI Portfolio

Even with limited time!!

Nevin Selby
Nevin Selby
The AI Skills Gap

The AI Skills Gap

What’s Actually in Demand vs. What People Think

Nevin Selby
Nevin Selby
Prompt Engineering is Good

Prompt Engineering is Good

How Crafting Better Prompts Became a Must-Have Skill for Modern AI Careers

Nevin Selby
Nevin Selby
Small Language Models

Small Language Models

"Small" Is the Next "Large" in AI

Nevin Selby
Nevin Selby
Understanding AI

Understanding AI

Unlocking Model Explainability with SHAP

Nevin Selby
Nevin Selby
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