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Oghenefejiro Esosuota's picture
Model quality
Machine learning

The importance of model versioning in machine learning

Oghenefejiro Esosuota's picture
Oghenefejiro Esosuota

5 minute read

Andres Soto Villaverde's picture
Data science

Why every company needs citizen data scientists

Andres Soto Villaverde's picture
Andres Soto Villaverde

7 minute read

Sundeep Teki's picture
Data science
Machine learning

How to generate synthetic data for machine learning projects

Sundeep Teki's picture
Sundeep Teki

10 minute read

Sundeep Teki's picture
Data science
Data quality

Surefire ways to identify data drift

Sundeep Teki's picture
Sundeep Teki

6 minute read

Gustavo Cid's picture
Model quality
Machine learning

Debugging models with the bias-variance trade-off

Gustavo Cid's picture
Gustavo Cid

7 minute read

Gourav Singh Bais's picture
Machine learning

Understanding each piece in the ML infrastructure stack

Gourav Singh Bais's picture
Gourav Singh Bais

10 minute read

Unbox team's picture
Company

Unbox named to the 2022 CB Insights AI 100 list of most innovative startups

Unbox team's picture
Unbox team

2 minute read

Gustavo Cid's picture
Explainability

The roads toward explainability

Gustavo Cid's picture
Gustavo Cid

6 minute read

Sundeep Teki's picture
Data quality
Data science

Data labeling and relabeling

Sundeep Teki's picture
Sundeep Teki

5 minute read

Gustavo Cid's picture
Error analysis
Explainability

Systematic error analysis

Gustavo Cid's picture
Gustavo Cid

7 minute read

Gustavo Cid's picture
Model quality
Data science

Baseline models

Gustavo Cid's picture
Gustavo Cid

7 minute read

Sundeep Teki's picture
Model quality
Data-centric

Understanding and measuring data quality

Sundeep Teki's picture
Sundeep Teki

6 minute read

Gustavo Cid's picture
Machine learning

Ensemble learning 101

Gustavo Cid's picture
Gustavo Cid

6 minute read

Roel Peters's picture
Data science
Machine learning

The challenge of becoming a full-stack data scientist

Roel Peters's picture
Roel Peters

7 minute read

Gustavo Cid's picture
Machine learning
NLP

The representation of meaning

Gustavo Cid's picture
Gustavo Cid

9 minute read

Christopher Collins's picture
Big data

10 examples of using Python for big data analysis

Christopher Collins's picture
Christopher Collins

15 minute read

Gustavo Cid's picture
Machine learning

Mental models for ML products

Gustavo Cid's picture
Gustavo Cid

5 minute read

Matheus Dias's picture
Explainability

Anchor your predictions

Matheus Dias's picture
Matheus Dias

5 minute read

Gustavo Cid's picture
Machine learning
Model quality

Dealing with class imbalance - Part 2

Gustavo Cid's picture
Gustavo Cid

8 minute read

Gustavo Cid's picture
Data-centric
Model quality

Why data-centric AI

Gustavo Cid's picture
Gustavo Cid

5 minute read

Gustavo Cid's picture
Machine learning
Model quality

Dealing with class imbalance - Part 1

Gustavo Cid's picture
Gustavo Cid

6 minute read

Gustavo Cid's picture
Explainability

Understanding Shapley values

Gustavo Cid's picture
Gustavo Cid

8 minute read

Gustavo Cid's picture
Explainability
Fairness

3 differences between ML in production and in academia

Gustavo Cid's picture
Gustavo Cid

5 minute read

Gustavo Cid's picture
Model quality
Testing

Testing and its many guises

Gustavo Cid's picture
Gustavo Cid

8 minute read

Gustavo Cid's picture
Error analysis
Model quality

Show me your ML development pipeline and I’ll tell you who you are

Gustavo Cid's picture
Gustavo Cid

5 minute read

Gustavo Cid's picture
Machine learning
Explainability

Understanding LIME in 5 steps

Gustavo Cid's picture
Gustavo Cid

7 minute read

Gustavo Cid's picture
Machine learning
Model quality

Model evaluation in machine learning

Gustavo Cid's picture
Gustavo Cid

8 minute read

Gabriel Bayomi's picture
Company

Building the future of ML

Gabriel Bayomi's picture
Gabriel Bayomi

5 minute read