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

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
Agentic AI: Beyond Chatbots to Autonomous Problem Solvers

Agentic AI: Beyond Chatbots to Autonomous Problem Solvers

The era of reactive chatbots is ending.

Nevin Selby
Nevin Selby
From Code to Cloud: Surviving (and Thriving) in the AIaaS Era

From Code to Cloud: Surviving (and Thriving) in the AIaaS Era

Discover how AIaaS is reshaping how machine learning practitioners operate

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
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
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
MLOps in the Cranberry Fields: How I Turned Data into Actionable Insights

MLOps in the Cranberry Fields: How I Turned Data into Actionable Insights

Cranberry fields, cutting-edge AI, and a mission to revolutionize fruit selection.

Nevin Selby
Nevin Selby
AI Detects AI

AI Detects AI

AI Fact-Checking: The Unsung Hero in the Fight Against Misinformation

Nevin Selby
Nevin Selby
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