Archive

2023  164

December  18

15 Best Soft Skills Courses On Coursera For 2024

December 4, 2023 · 18 min · Mario Filho

9 Best Sales Courses On Coursera For 2024

December 4, 2023 · 10 min · Mario Filho

12 Best Civil Engineering Courses On Coursera For 2024

December 3, 2023 · 15 min · Mario Filho

8 Best Anatomy Courses On Coursera For 2024

December 3, 2023 · 9 min · Mario Filho

8 Best Public Speaking Courses On Coursera For 2024

December 3, 2023 · 9 min · Mario Filho

14 Best Mechanical Engineering Courses On Coursera For 2024

December 2, 2023 · 16 min · Mario Filho

15 Best Psychology Courses On Coursera For 2024

December 2, 2023 · 17 min · Mario Filho

7 Best Business Intelligence Courses On Coursera For 2024

December 2, 2023 · 9 min · Mario Filho

10 Best Business Analytics Courses On Coursera For 2024

December 1, 2023 · 11 min · Mario Filho

10 Best Electronics Courses On Coursera For 2024

December 1, 2023 · 10 min · Mario Filho

13 Best Neuroscience Courses On Coursera For 2024

December 1, 2023 · 17 min · Mario Filho

13 Best Sustainability Courses On Coursera For 2024

December 1, 2023 · 14 min · Mario Filho

6 Best Augmented Reality (AR) Courses On Coursera For 2024

December 1, 2023 · 8 min · Mario Filho

6 Best Geographic Information Systems (GIS) Courses On Coursera For 2024

December 1, 2023 · 8 min · Mario Filho

6 Best Supply Chain Courses On Coursera For 2024

December 1, 2023 · 7 min · Mario Filho

7 Best Business English Courses On Coursera For 2024

December 1, 2023 · 9 min · Mario Filho

8 Best Blockchain Courses On Coursera For 2024

December 1, 2023 · 9 min · Mario Filho

9 Best Econometrics Courses On Coursera For 2024

December 1, 2023 · 10 min · Mario Filho

November  59

19 Best Writing Courses On Coursera For 2024

November 30, 2023 · 21 min · Mario Filho

24 Best Economics Courses On Coursera For 2024

November 30, 2023 · 29 min · Mario Filho

7 Best Graphic Design Courses On Coursera For 2024

November 29, 2023 · 9 min · Mario Filho

3 Best SAP Courses On Coursera For 2024

November 28, 2023 · 4 min · Mario Filho

7 Best UX Design Courses On Coursera For 2024

November 28, 2023 · 10 min · Mario Filho

8 Best Bioinformatics Courses On Coursera For 2024

November 28, 2023 · 10 min · Mario Filho

8 Best JavaScript Courses On Coursera For 2024

November 28, 2023 · 11 min · Mario Filho

4 Best React Courses On Coursera For 2024

November 27, 2023 · 6 min · Mario Filho

5 Best Game Development Courses On Coursera For 2024

November 27, 2023 · 6 min · Mario Filho

5 Best Power BI Courses On Coursera For 2024

November 27, 2023 · 7 min · Mario Filho

5 Best Tensorflow Courses On Coursera For 2024

November 27, 2023 · 7 min · Mario Filho

6 Best Front-End Courses On Coursera For 2024

November 27, 2023 · 9 min · Mario Filho

10 Best Web Development Courses On Coursera For 2024

November 25, 2023 · 14 min · Mario Filho

4 Best iOS Development Courses On Coursera For 2024

November 25, 2023 · 8 min · Mario Filho

5 Best Android Development Courses On Coursera For 2024

November 25, 2023 · 9 min · Mario Filho

6 Best Linear Algebra Courses On Coursera For 2024

November 24, 2023 · 7 min · Mario Filho

9 Best Physics Courses On Coursera For 2024

November 24, 2023 · 11 min · Mario Filho

19 Best Cybersecurity Courses On Coursera For 2024

November 23, 2023 · 22 min · Mario Filho

4 Best Linux Courses On Coursera For 2024

November 23, 2023 · 6 min · Mario Filho

5 Best Java Programmming Courses On Coursera For 2024

November 23, 2023 · 6 min · Mario Filho

6 Best C Programming Courses On Coursera For 2024

November 23, 2023 · 8 min · Mario Filho

8 Best IT (Information Technology) Courses On Coursera For 2024

November 23, 2023 · 13 min · Mario Filho

10 Best Meta Certification Courses On Coursera For 2024

November 22, 2023 · 19 min · Mario Filho

15 Best Leadership Courses On Coursera For 2024

November 22, 2023 · 21 min · Mario Filho

23 Best IBM Certification Courses On Coursera For 2024

November 22, 2023 · 42 min · Mario Filho

5 Best Accounting Courses On Coursera For 2024

November 22, 2023 · 8 min · Mario Filho

6 Best HR Courses On Coursera For 2024

November 22, 2023 · 10 min · Mario Filho

8 Best Microsoft Certification Courses On Coursera For 2024

November 22, 2023 · 14 min · Mario Filho

18 Best Google Certification Courses On Coursera For 2024

November 21, 2023 · 30 min · Mario Filho

16 Best Cloud Computing Courses On Coursera For 2024

November 20, 2023 · 22 min · Mario Filho

5 Best Agile Courses On Coursera For 2024

November 20, 2023 · 8 min · Mario Filho

5 Best Scrum Courses On Coursera For 2024

November 20, 2023 · 8 min · Mario Filho

Why XGBoost Still Beats Deep Learning At The Tabular Data Game

November 20, 2023 · 6 min · Mario Filho

8 Best R Programming Courses On Coursera For 2024

November 19, 2023 · 12 min · Mario Filho

6 Best Apache Spark Courses On Coursera For 2024

November 18, 2023 · 9 min · Mario Filho

5 Best Data Engineering Courses On Coursera For 2024

November 16, 2023 · 10 min · Mario Filho

6 Best Big Data Courses On Coursera For 2024

November 16, 2023 · 9 min · Mario Filho

6 Best Database Courses On Coursera For 2024

November 16, 2023 · 9 min · Mario Filho

6 Best Probability Courses On Coursera For 2024

November 16, 2023 · 11 min · Mario Filho

9 Best Calculus Courses On Coursera For 2024

November 16, 2023 · 14 min · Mario Filho

10 Best Computer Vision Courses On Coursera For 2024

November 15, 2023 · 15 min · Mario Filho

5 Best Image Processing Courses On Coursera For 2024

November 15, 2023 · 9 min · Mario Filho

5 Best Data Structures (DSA) Courses On Coursera For 2024

November 13, 2023 · 7 min · Mario Filho

8 Best Algorithms Courses On Coursera For 2024

November 13, 2023 · 13 min · Mario Filho

8 Best Excel Courses On Coursera For 2024

November 13, 2023 · 10 min · Mario Filho

8 Best Software Engineering Courses On Coursera For 2024

November 13, 2023 · 12 min · Mario Filho

9 Best Computer Science Courses On Coursera For 2024

November 13, 2023 · 13 min · Mario Filho

9 Best Generative AI Courses On Coursera For 2024

November 11, 2023 · 12 min · Mario Filho

14 Best Business Courses On Coursera For 2024

November 9, 2023 · 21 min · Mario Filho

15 Best Marketing Courses On Coursera For 2024

November 9, 2023 · 25 min · Mario Filho

10 Best Mathematics Courses On Coursera For 2024

November 8, 2023 · 15 min · Mario Filho

14 Best Finance Courses On Coursera For 2024

November 8, 2023 · 21 min · Mario Filho

7 Best NLP (Natural Language Processing) Courses On Coursera For 2024

November 7, 2023 · 11 min · Mario Filho

10 Best AWS Courses On Coursera For 2024

November 6, 2023 · 10 min · Mario Filho

13 Best Project Management Courses On Coursera For 2024

November 6, 2023 · 12 min · Mario Filho

12 Best Programming Courses For Beginners On Coursera For 2024

November 3, 2023 · 12 min · Mario Filho

9 Best Statistics Courses On Coursera For 2024

November 3, 2023 · 9 min · Mario Filho

12 Best Data Analytics Courses On Coursera For 2024

November 2, 2023 · 17 min · Mario Filho

9 Best SQL Courses On Coursera For 2024

November 2, 2023 · 12 min · Mario Filho

October  4

11 Best Data Science Courses On Coursera For 2024

October 31, 2023 · 20 min · Mario Filho

17 Best Python Courses On Coursera For 2024

October 29, 2023 · 21 min · Mario Filho

PyTorch Implementation of Google’s TW-BERT for Information Retrieval

October 9, 2023 · 10 min · Mario Filho

Unified Embeddings in PyTorch for Efficient Recommendation Systems

October 9, 2023 · 9 min · Mario Filho

September  11

How To Train A Random Forest With XGBoost

September 29, 2023 · 6 min · Mario Filho

How To Use LightGBM For Learning To Rank In Python

September 26, 2023 · 8 min · Mario Filho

How To Use LightGBM For Multiclass Classification in Python

September 22, 2023 · 7 min · Mario Filho

How To Use LightGBM For Regression in Python

September 22, 2023 · 8 min · Mario Filho

LightGBM For Binary Classification In Python

November 14, 2023 · 8 min · Mario Filho

How To Use CatBoost For Regression In Python

September 18, 2023 · 7 min · Mario Filho

How To Use CatBoost For Multiclass Classification In Python

September 15, 2023 · 7 min · Mario Filho

How To Handle Categorical Features In CatBoost In Python

September 14, 2023 · 6 min · Mario Filho

How To Use CatBoost For Binary Classification In Python

September 12, 2023 · 7 min · Mario Filho

How to Get Feature Importance in CatBoost in Python

September 8, 2023 · 8 min · Mario Filho

How To Use XGBoost For Learning To Rank In Python

September 5, 2023 · 9 min · Mario Filho

August  13

How To Handle Imbalanced Data In XGBoost Using scale_pos_weight In Python

August 30, 2023 · 7 min · Mario Filho

How To Use XGBoost For Multi-Output Regression In Python

August 25, 2023 · 7 min · Mario Filho

How To Use XGBoost For Multiclass Classification In Python

August 24, 2023 · 7 min · Mario Filho

How To Use XGBoost For Binary Classification In Python

August 22, 2023 · 7 min · Mario Filho

How To Save and Load Your XGBoost Model in Python

August 18, 2023 · 6 min · Mario Filho

How To Use XGBoost For Regression In Python (Tutorial)

August 17, 2023 · 10 min · Mario Filho

Is The TensorFlow: Advanced Techniques Specialization On Coursera Worth It? 2023 Review

August 15, 2023 · 12 min · Mario Filho

Is The TensorFlow: Data and Deployment Specialization On Coursera Worth It? 2023 Review

August 11, 2023 · 11 min · Mario Filho

Is The TensorFlow Developer Professional Certificate On Coursera Worth It? 2023 Review

August 10, 2023 · 12 min · Mario Filho

Is The Generative Adversarial Networks (GANs) Specialization on Coursera Worth It? 2023 Review

August 8, 2023 · 10 min · Mario Filho

Is The TensorFlow 2 for Deep Learning Specialization On Coursera Worth It? 2023 Review

August 8, 2023 · 10 min · Mario Filho

The 22 Best Deep Learning Courses On Coursera In 2023

October 27, 2023 · 26 min · Mario Filho

How To Deal With Categorical Variables in XGBoost

August 1, 2023 · 5 min · Mario Filho

July  8

Is Coursera’s Machine Learning Engineering for Production (MLOps) Specialization Worth It in 2023? Review

July 30, 2023 · 12 min · Mario Filho

7 Best Time Series Courses On Coursera (2023)

July 28, 2023 · 15 min · Mario Filho

Is Coursera’s Deep Learning Specialization Worth It In 2023? Review

July 26, 2023 · 14 min · Mario Filho

Is Coursera’s Machine Learning Specialization Worth It In 2023? Review

July 22, 2023 · 9 min · Mario Filho

How to Get Feature Importance in XGBoost in Python

July 18, 2023 · 6 min · Mario Filho

Machine Learning, Data Science and AI Experts To Follow On Threads

July 10, 2023 · 2 min · Mario Filho

How To Use LightGBM For Multi-Output Regression And Classification In Python

July 6, 2023 · 5 min · Mario Filho

How To Solve Logistic Regression Not Converging in Scikit-Learn

July 1, 2023 · 6 min · Mario Filho

June  6

Does Random Forest Need Feature Scaling or Normalization?

June 29, 2023 · 5 min · Mario Filho

StandardScaler vs MinMaxScaler: What’s the Difference?

June 23, 2023 · 7 min · Mario Filho

How To Train A Logistic Regression Using Scikit-Learn (Python)

June 21, 2023 · 17 min · Mario Filho

How To Get Feature Importance In LightGBM (Python Example)

September 19, 2023 · 11 min · Mario Filho

A Guide To Normalized Cross Entropy

June 9, 2023 · 6 min · Mario Filho

Multiple Time Series Forecasting With N-BEATS In Python

June 2, 2023 · 14 min · Mario Filho

May  4

Multiple Time Series Forecasting With GRU In Python

May 25, 2023 · 14 min · Mario Filho

Sales Forecasting For Multiple Products Using Python (Complete Guide)

May 18, 2023 · 25 min · Mario Filho

Difference Between Demand Forecasting and Sales Forecasting

May 5, 2023 · 7 min · Mario Filho

Bagging vs Boosting vs Stacking In Machine Learning

May 2, 2023 · 22 min · Mario Filho

April  9

Ensemble Time Series Forecasting in Python Made Easy with AutoGluon

April 24, 2023 · 12 min · Mario Filho

CatBoost Hyperparameter Tuning Guide with Optuna

April 19, 2023 · 7 min · Mario Filho

6 Free, High-Quality, Marketing Mix Modeling Datasets

April 17, 2023 · 6 min · Mario Filho

5 Dynamic Time Warping (DTW) Libraries in Python With Examples

April 13, 2023 · 6 min · Mario Filho

XGBoost Hyperparameter Tuning With Optuna (Kaggle Grandmaster Guide)

April 10, 2023 · 8 min · Mario Filho

How To Use Optuna to Tune LightGBM Hyperparameters

April 7, 2023 · 9 min · Mario Filho

Time Series Anomaly Detection in Python

September 28, 2023 · 10 min · Mario Filho

Do Neural Networks Need Feature Scaling Or Normalization?

April 4, 2023 · 8 min · Mario Filho

Does SVM Need Feature Scaling Or Normalization?

April 1, 2023 · 5 min · Mario Filho

March  18

How To Get Feature Importance In Logistic Regression

March 30, 2023 · 7 min · Mario Filho

How To Get Feature Importance in Random Forests

March 30, 2023 · 12 min · Mario Filho

Does Linear Regression Require Feature Scaling?

March 28, 2023 · 5 min · Mario Filho

Does Logistic Regression Require Feature Scaling?

March 27, 2023 · 6 min · Mario Filho

Is Feature Scaling Required for the KNN Algorithm?

March 25, 2023 · 5 min · Mario Filho

Do Decision Trees Need Feature Scaling Or Normalization?

March 24, 2023 · 5 min · Mario Filho

Change Point Detection In Time Series With Python

March 22, 2023 · 8 min · Mario Filho

The 12 Best Machine Learning Courses On Coursera (2023)

June 25, 2023 · 16 min · Mario Filho

Time Series Clustering In Python With Scikit-Learn

March 17, 2023 · 11 min · Mario Filho

8 Ways To Calculate Correlation Between Two Time Series In Python

March 15, 2023 · 5 min · Mario Filho

Hierarchical Time Series Forecasting with Python

March 13, 2023 · 11 min · Mario Filho

Deseasonalizing Time Series Data With Python

March 10, 2023 · 8 min · Mario Filho

Detrending Time Series Data With Python

March 10, 2023 · 6 min · Mario Filho

How To Measure Time Series Similarity in Python

March 8, 2023 · 8 min · Mario Filho

Multi-Step Time Series Forecasting In Python

March 9, 2023 · 8 min · Mario Filho

Differencing Time Series In Python With Pandas, Numpy, and Polars

March 4, 2023 · 8 min · Mario Filho

Gaussian Process For Time Series Forecasting In Python

March 3, 2023 · 11 min · Mario Filho

Kalman Filter for Time Series Forecasting in Python

April 27, 2023 · 13 min · Mario Filho

February  14

Multiple Time Series Forecasting With LightGBM In Python

February 28, 2023 · 10 min · Mario Filho

Multiple Time Series Forecasting With XGBoost In Python

February 28, 2023 · 14 min · Mario Filho

Multivariate Time Series Forecasting in Python

February 25, 2023 · 11 min · Mario Filho

Multiple Time Series Forecasting With Holt-Winters In Python

May 26, 2023 · 9 min · Mario Filho

Multiple Time Series Forecasting with DeepAR in Python

February 23, 2023 · 11 min · Mario Filho

Multiple Time Series Forecasting with Prophet in Python

February 20, 2023 · 10 min · Mario Filho

Volatility Forecasting In Python

February 18, 2023 · 9 min · Mario Filho

Bayesian Time Series Forecasting in Python with Orbit

February 16, 2023 · 11 min · Mario Filho

Intermittent Time Series Forecasting in Python

February 14, 2023 · 14 min · Mario Filho

Multiple Time Series Forecasting with Temporal Convolutional Networks (TCN) in Python

February 12, 2023 · 13 min · Mario Filho

Naive Time Series Forecasting in Python

February 11, 2023 · 7 min · Mario Filho

Multiple Time Series Forecasting with ARIMA in Python

February 10, 2023 · 7 min · Mario Filho

Multiple Time Series Forecasting With LSTM In Python

May 24, 2023 · 13 min · Mario Filho

Multiple Time Series Forecasting With Scikit-learn

February 8, 2023 · 15 min · Mario Filho

2022  21

December  4

Does XGBoost Need Feature Scaling Or Normalization?

December 30, 2022 · 7 min · Mario Filho

Don’t Let Multicollinearity Mess Up Your Marketing Mix Model

December 29, 2022 · 3 min · Mario Filho

Adstock in Marketing Mix Modeling

May 19, 2023 · 10 min · Mario Filho

Generating Text With Contrastive Search vs GPT-3/ChatGPT

December 5, 2022 · 13 min · Mario Filho

September  1

How To Do Time Series Cross-Validation In Python

July 12, 2023 · 5 min · Mario Filho

August  1

Nand To Tetris First Course Review: Learning How a Computer Works

May 19, 2023 · 8 min · Mario Filho

July  2

How I Used Machine Learning To Get 20,000 Real Followers On Twitter

July 24, 2022 · 9 min · Mario Filho

Implementing Uber’s Marketing Mix Model With Orbit

July 5, 2022 · 9 min · Mario Filho

June  4

How To Create A Marketing Mix Model With LightweightMMM (Python)

May 19, 2023 · 11 min · Mario Filho

The Secret To Build The Best Machine Learning Models? Iterate Fast

June 20, 2022 · 4 min · Mario Filho

Overview Of My 3rd Place Solution To The Criteo ECML-PKDD 22 Challenge

June 8, 2022 · 4 min · Mario Filho

8 Tips To Get People To Trust Your Machine Learning Models

June 6, 2022 · 9 min · Mario Filho

May  6

The 4-Step Framework I Use To Build Powerful Machine Learning Ensembles

May 30, 2022 · 7 min · Mario Filho

Can We Solve Distribution Shift With Clever Training In Machine Learning?

May 27, 2022 · 12 min · Mario Filho

Are Kaggle Competitions Worth It? Ponderings of a Kaggle Grandmaster

April 5, 2023 · 15 min · Mario Filho

How Writing Journals Helped Me Become a Better Data Scientist

May 19, 2022 · 8 min · Mario Filho

How To Use Machine Learning In Your Company Without Hiring a Full-Time Data Scientist

May 17, 2022 · 7 min · Mario Filho

How Reliable Are Facebook Ads Video View Metrics? I Ran An Experiment To Find Out

May 2, 2022 · 9 min · Mario Filho

April  3

How I Built A Daily Marketing Mix Model For A Product That Doesn’t Sell Every Day

April 27, 2022 · 8 min · Mario Filho

What I Learned Watching 7 Hours of Meta’s Marketing Mix Modeling Summits

April 19, 2022 · 7 min · Mario Filho

Case Study: Marketing Mix Modeling with Social Media And Google

May 19, 2023 · 8 min · Mario Filho

2020  1

January  1

Can Gradient Boosting Learn Simple Arithmetic?

January 20, 2020 · 4 min · Mario Filho