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Posts tagged "Python"

Python ecosystem — Django, TensorFlow, MyPy, Spark.

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Introduction to MyPy

Why we adopted type checking at DailyBot — from untyped Python chaos to catching bugs before runtime, reducing cognitive load, and shipping with confidence.

BSolutions: Managing Multiple Database Engines with Django and Docker

Advanced Databases class project: Django talking to ten SQL and NoSQL engines via Docker—multi-database ops and microservices architecture in practice.

Taming Big Data: An Introduction to Apache Spark

From RDDs to streaming: notebooks, a Docker cluster, and a presentation teaching Apache Spark for my university Big Data final project.

Deep Learning: From Academia to Practice

What I shared at PyCon Colombia 2018 on how applied mathematics lets us build AI models — linear algebra, neural networks, gradient descent, computer vision.

Introduction to TensorFlow

My talk at the first Pereira Tech Talks meetup — exploring Google's TensorFlow, machine learning basics, and why AI was about to change everything.