Every week, I share 2 practical ML guides that help to grow ML Career. Join 8000+ Data Professionals & get 230+ pages Deep ML Breakdowns!

Previous Issues of MAIstermind

#17: What is Model Registry in ML?

Reading time - 7 mins 🥇 Picks of the Week One line data overview tool, differences in boosting algos, weekly quiz, and more. 🧠 ML Section Structure your knowledge about Model Registry and why you need to use one. Land your next ML job. Fast. I built the ML Job Landing Kit to help Data Prof...

by Timur Bikmukhametov — Jun 13, 2025 free ml

#16: How to tune LSTM models

Reading time - 7 mins 🥇 Picks of the Week Best Python dashboard tool, clustering concepts, weekly quiz, and more. 🧠 ML Section Learn practical tips on how to tune LSTM Neural Networks Land your next ML job. Fast. I built the ML Job Landing Kit to help Data Professionals land jobs faster!...

by Timur Bikmukhametov — Jun 06, 2025 free ml

#15: Deep Learning and Transformers - the roadmap | Visibility > technical skills - why?

Reading time - 7 mins 🥇 Picks of the Week New best LLM for coding, baseline library for anomaly detection, and more. 🧠 ML Section Deep Learning & Transformers - the roadmap 💰 ML Section Why visibility > technical skills in getting ML jobs Land your next ML job. Fast. I built the ML J...

by Timur Bikmukhametov — May 23, 2025 free general_career ml

#14: Feature Selection with SHAP - Intro | TOP 3 CV Mistakes

Reading time - 7 mins 🥇 Picks of the Week Library for torch, Data Drift Importance, ML Interview & ML Quiz Questions, and more. 🧠 ML Section Begin using SHAP values for feature selection (with code example). 💰 ML Section Learn the TOP 3 CV Mistakes and how to avoid them Together with da...

by Timur Bikmukhametov — May 16, 2025 free ml resume

#13: 3 Simple Steps to Filter Outlies | TOP 3 ML Portfolio Mistakes

Reading time - 7 mins 1. ML Picks of the Week ML Tool, Concept, Resource Link, Post, Interview Question, and Quiz of the week. All in under 1 minute. 2. Technical ML Section Learn 3 Simple Steps to Filter Outliers 3. Career ML Section Learn TOP 3 ML Portfolio Mistakes 1. ML Picks of the ...

by Timur Bikmukhametov — May 09, 2025 free ml portfolio

#12: 5 Cases When Gradient Boosting Fails | Why NOT to be an ML/DS Generalist

Reading time - 7 mins 1. ML Picks of the Week A weekly dose of ML tools, concepts & interview prep. All in under 1 minute. 2. Technical ML Section Learn When Gradient Boosting Fails for Tabular Data 3. Career ML Section Learn why NOT to be an ML/DS generalist to make a successful ML career...

by Timur Bikmukhametov — May 02, 2025 free general_career ml

#11: Data Drift vs Concept Drift - The Difference? | How to Talk About Failed ML Projects in Interviews

Reading time - 7 mins 1. ML Picks of the Week A weekly dose of ML tools, concepts & interview prep. All in under 1 minute. 2. Technical ML Section Learn the difference between Data and Concept Drift in ML Production 3. Career ML Section Learn How to Talk About Failed ML Projects in Intervi...

by Timur Bikmukhametov — Apr 24, 2025 free interview ml

#10: 5 Practical Tips for Time Series Analysis | 3 Tips for your ML Income Growth

Reading time - 7 mins 1. ML Picks of the Week A weekly dose of ML tools, concepts & interview prep. All in under 1 minute. 2. Technical ML Section Learn 5 Practical Tips for Time Series Analysis from my experience 3. Career ML Section Learn 3 tips that can help you grow your ML career inco...

by Timur Bikmukhametov — Apr 17, 2025 free general_career ml

#9: How to choose Ridge vs LASSO? | 3 ML Career Tips of the Month

Reading time - 7 mins 1. ML Picks of the Week A weekly dose of ML tools, concepts & interview prep. All in under 1 minute. 2. Technical ML Section Learn how to choose between LASSO and Ridge Regression Models. 3. Career ML Section Learn 3 ML career tips of the month that can help in yearly...

by Timur Bikmukhametov — Apr 09, 2025 free general_career ml

#8: Why use Random Forest for Baseline Models | Do ML course certificates help to get a job?

Reading time - 7 mins 1. ML Picks of the Week A weekly dose of ML tools, concepts & interview prep. All in under 1 minute. 2. Technical ML Section Learn why Random Forest should be your go-to as a baseline model 3. Career ML Section Let's discuss if ML Course Certificates help you get a jo...

by Timur Bikmukhametov — Apr 01, 2025 free general_career ml

#7: Why use Bayesian Optimization for ML Model Tuning | 3 Reasons to grow your LinkedIn network

Reading time - 4 mins 1. ML Picks of the Week A weekly dose of ML tools, concepts & interview prep — all in under 1 minute 2. Technical ML Section Understand how Bayesian Optimization tune ML models and why to use it. 3. Career ML Section Learn 3 reasons why growing LinkedIn network is a ...

Apr 01, 2025 free linkedin ml

#6: 5 Tips to Write ML Pipelines | 3 Mistakes to Avoid on ML Interviews

Reading time - 4 mins 1. Technical ML Section Learn 5 best practices for writing Machine Learning Pipelines. The full article is here (reading time - 6 mins). 2. Career ML Section Learn how to avoid 3 (unspoken) mistakes on ML interviews 1. Technical ML Section: (For a more detailed discussi...

by Timur Bikmukhametov — Mar 22, 2025 free interview mlops

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