Every week, I share 2 practical ML guides that help to grow ML Career. Join 6000+ Data Professionals & get 230+ pages Deep ML Breakdowns!

Previous Issues of MAIstermind

#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

#5: How to tune Gradient Boosting? | 3 Myths about ML Resume

Reading time - 4 mins 1. Technical ML Section Summary of Gradient Boosting hyperparameters and tips to tune them that work in practice. The full article is here (reading time - 6 mins). 2. Career ML Section 3 myths about Machine Learning Resume that decrease your job search chances. 1. Techn...

by Timur Bikmukhametov — Mar 17, 2025 free ml resume

#4: When to use ML Pipeline Frameworks? | 3 tips to get more interviews with LinkedIn headline

Reading time - 4 mins 1. Technical ML Section Comparison between from scratch ad-hoc development of ML pipelines vs Open-Source ML Pipeline Frameworks. The full article is HERE (reading time - 6 mins). 2. Career ML Section Tips on writing LinkedIn headline: what TO and NOT TO write to get mor...

by Timur Bikmukhametov — Mar 13, 2025 free linkedin mlops

#3: Why is Data Drift in ML important to monitor | 2 tips to tailor CV to ML job openings

Reading time - 4 mins 1. Technical ML Section Breakdown of the Data Drift and why it’s important to monitor. The full article is HERE (reading time - 6 mins). 2. Career ML Section 3 tips to efficiently tailor your CV to the job opening 1. Technical ML Section: (For a more detailed discussion...

by Timur Bikmukhametov — Mar 13, 2025 free mlops resume

#2: Roadmap for Gradient Boosting | 3 Tips for ML Portfolio

Reading time - 4 mins 1. Technical ML Section Complete roadmap to learn Gradient Boosting in-depth. The full article is HERE (reading time - 6 mins). 2. Career ML Section 3 tips to improve your ML portfolio to increase chances for a higher paying job. 1. Technical ML Section: (For a more detai...

by Timur Bikmukhametov — Mar 13, 2025 free ml portfolio

#1: R² Score: when it works & fails | 3 Tips for CV Summary

Reading time - 4 mins 1. Technical ML Section R-squared regression metric - summary of benefits, pitfalls and guidelines for proper usage. The full article is HERE (reading time - 7 mins). 2. Career ML Section 3 tips to crack Resume summary section 1. Technical ML Section: (For a deep breakdow...

by Timur Bikmukhametov — Mar 11, 2025 free ml resume