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

How I Passed the Google Cloud Professional Machine Learning Engineer Certification

How I Passed the Google Cloud Professional Machine Learning Engineer Certification

A Step-by-Step Guide on passing the PMLE Certification from Google Cloud

Nevin Selby
Nevin Selby
Cloud ML Deployment: Common Pitfalls and How to Avoid Them

Cloud ML Deployment: Common Pitfalls and How to Avoid Them

Common Challenges in Deploying Machine Learning Models on Google Cloud Platform and How to Overcome Them

Nevin Selby
Nevin Selby
Building Your First Cloud Portfolio

Building Your First Cloud Portfolio

Simple Steps for Beginners

Nevin Selby
Nevin Selby
How I Passed the Google Cloud Associate Cloud Engineer Certification

How I Passed the Google Cloud Associate Cloud Engineer Certification

An Honest, Step-by-Step Guide

Nevin Selby
Nevin Selby
How to Build Smart Agents on Google Cloud Platform

How to Build Smart Agents on Google Cloud Platform

A Practical Guide for Beginners and Teams

Nevin Selby
Nevin Selby
Retrieval-Augmented Generation

Retrieval-Augmented Generation

A Deep Dive into Its Role, Benefits, and Best Practices in 2025

Nevin Selby
Nevin Selby
AI Ethics and Responsible Deployment in 2025

AI Ethics and Responsible Deployment in 2025

Fairness, Privacy, and Trust in AI

Nevin Selby
Nevin Selby
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
FirstBack
123
Next Last