A list of (some of) my posts and personal projects.
The objective of this repository is to put together in a single page my main posts and projects. I prioritize posts written in English (and that I'm proud of 😁).
I mainly write about Machine Learning and Data Science on Medium. You can visit my Medium profile to view all my posts.
| Title | Link | Tags |
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| Creating a Text Preprocessing Microservice with FastAPI | 🔗 |
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| Brazilian Laws analysis with TF-IDF and K-Means | 🔗 |
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| Understanding Topic Coherence Measures | 🔗 |
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| How to ensemble Clustering Algorithms | 🔗 |
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| Improve Your Data Preprocessing with ColumnTransformer and Pipelines | 🔗 |
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| Creating a Simple ETL Pipeline With Apache Spark | 🔗 |
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| Machine Learning Streaming with Kafka, Debezium, and BentoML. | 🔗 |
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| Stream Processing and Data Analysis with ksqlDB | 🔗 |
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| A Fast Look at Spark Structured Streaming + Kafka | 🔗 |
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| First Steps in Machine Learning with Apache Spark | 🔗 |
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| Temporal and Geo-referenced Traffic Management with Python+Streamlit | 🔗 |
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| Hands-On Introduction to Delta Lake with (py)Spark | 🔗 |
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| Creating a Data Pipeline with Spark, Google Cloud Storage and Big Query | 🔗 |
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| Data Pipeline with Airflow and AWS Tools (S3, Lambda & Glue) | 🔗 |
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| Automatically Managing Data Pipeline Infrastructures With Terraform | 🔗 |
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| Automatically Detecting Label Errors in Datasets with CleanLab | 🔗 |
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| My First Billion (of Rows) in DuckDB | 🔗 |
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| Anatomy of Windows Functions | 🔗 |
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