On site012 min read
The Growing Role of MLOps: Where Data Science Meets DevOps
Why deploying and maintaining machine-learning models requires the shared practices of data science and DevOps.
- MLOps
- DevOps
- Machine Learning
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ARCHIVE // 02
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Practical notes on AI engineering, data, and software systems. Every article is available here in the archive.
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On site023 min read
E-commerce Domain Knowledge for Data Analysts
A practical tour of sales, customers, inventory, marketing, recommendations, fraud, and supply-chain analytics.
- E-commerce
- Data Analysis
- Domain Knowledge
On site034 min read
Probability and Statistics for Data Science
A practical introduction to descriptive statistics, probability, inference, regression, and Bayesian reasoning with Python examples.
- Data Science
- Statistics
- Python
On site043 min read
A Day in the Life of a Data Scientist
The technical work, collaboration, reporting, and communication that shape a data scientist’s working day.
- Data Science
- Career
- Collaboration
On site054 min read
Missing Value Imputation Methods using Python
A guide to statistical, predictive, forward-fill, and backward-fill approaches for handling missing observations.
- Python
- Data Science
- Missing Data