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 ...
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...
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...
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...
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...
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...
Reading time - 4 mins
1. ML Picks of the Week
A weekly dose of ML tools, concepts & interview prep β 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 ...
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...
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 β
Mar 17, 2025
freemlresume
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...
Reading time - 4 mins
1. Technical ML Section
Breakdown of the Data Drift and why itβs 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...
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...
