Gaussian Processes and Machine Learning

Introduction to Gaussian Processes and applications in Machine Learning.
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A brief introduction to object detection: Yolov3, MobileNetv3 and EfficientDet

Object detection using Opencv and Tensorflow with serverless deployment API.
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BigQuery dashboard with Streamlit

In this post we will learn how to interact with BigQuery and render results in an interactive dashboard.
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NLP - News classification

Text classification (news) using classic Machine Learning tools (TF-IDF) and modern NLP approaches (ULMFIT) with serverless container deployement on GCP
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Conditional Density Estimation with Neural Networks

Interactive conditional density estimation (CDE) using Neural Networks.
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Train and Deploy Machine Learning Model With Web Interface - PyTorch & Flask

Training a simple CNN architecture to detect characters (alphanumeric) and deploy it to the cloud or Jetson-Nano as a web application
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