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The 3A Framework: A BA's Playbook for Mastering Difficult Stakeholder Conversations
Stop managing conflict and start building influence. A step-by-step system for turning any difficult conversation into a productive outcome.
Sep 10
•
Monica Ashok
2
Unlocking Supervised Learning: How Everyday Data Teaches AI to Predict and Classify
Get a guide to supervised learning—how models find patterns in labeled data, the difference between classification and regression, and surprising…
Sep 1
1
August 2025
Master K-Nearest Neighbors (KNN): The Ultimate Guide to Intuition & Real-World Uses
Explore how K-Nearest Neighbors (KNN) works, its strengths and weaknesses, and discover practical applications across industries—all explained simply…
Aug 29
2
Hypothesis-Driven Development: How Amazon & Duolingo Innovate with Data-Backed Experiments
Discover how Amazon and Duolingo use Hypothesis-Driven Development to deliver user-loved features efficiently. Learn the step-by-step process to test…
Aug 27
•
Monica Ashok
1
How Smart Imputation and Removal Can Save Your Machine Learning Models
Discover the secrets behind handling missing data without wrecking your predictions. Learn simple yet powerful techniques that data pros use every day!
Aug 25
Feature Scaling Explained: The Secret Sauce Behind Smarter Machine Learning Models
Unlock the power of Min-Max and Z-Score scaling to boost your model’s accuracy and speed. Discover why most beginners overlook this simple yet…
Aug 24
•
Monica Ashok
1
OKRs vs. KPIs: When to Use Each for Maximum Business Impact
Confused about whether to focus on OKRs or KPIs for your team or organization? This deep dive arms you with insider strategies to leverage each…
Aug 18
•
Monica Ashok
Unlocking Binary Decisions: The Hidden Power of Logistic Regression in Modern AI
Ever wondered why data scientists still reach for logistic regression—despite all the hype around neural networks? Discover the business-critical…
Aug 16
•
Monica Ashok
2
Picking Up the Pieces: My 90 Days Back into Deep Learning & MLOps
I stopped.
Aug 13
•
Monica Ashok
1
Hit the Reset Button: From Corporate Drone to Mindset Maven
How I turned my burnout into a blueprint for thriving professionals?
Aug 5
•
Monica Ashok
Why Most Product Teams Lose Focus (Even When They’re Busy Delivering)
Today’s teams aren’t failing due to poor execution. They’re failing because the work they execute isn’t aligned to meaningful outcomes
Aug 4
•
Monica Ashok
Introduction to Feature Engineering: Crafting Data That Speaks
Data is raw. Feature engineering makes it human. Here’s how a healthcare team turned numbers into insights that saved lives.
Aug 3
•
Monica Ashok
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