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Feature Engineering — Topic Summaries

AI-powered summaries of 5 videos about Feature Engineering.

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Time Series Prediction with LSTMs using TensorFlow 2 and Keras in Python

Venelin Valkov · 3 min read

Time series forecasting with LSTMs hinges on treating past observations as a sequence, not as independent data points—and the practical payoff is a...

Time Series ForecastingLSTMBidirectional LSTM

Serving ML Models with FastAPI | Video 7 | CampusX

CampusX · 3 min read

FastAPI is used to turn a trained machine-learning model into a working prediction service, then wrap that service with a simple Streamlit front end...

FastAPI Model ServingPydantic ValidationFeature Engineering

Basics And Foundation Is Important For Any Data Science or GENAI Roles-Start From Basics

Krish Naik · 2 min read

Hiring for NLP and generative AI roles often starts with fundamentals, not flashy LLM demos—and that mismatch is why many candidates get stuck even...

FoundationsInterview PreparationMachine Learning

My PhD Thesis Outline - Planning for My Final Year as a Computer Science PhD Student

Ciara Feely · 2 min read

With just 15 months left of funding, a computer science PhD student in machine learning lays out a tightly sequenced plan to finish research and...

PhD TimelineMarathon PredictionFeature Engineering

Processing (6) - Data Management - Full Stack Deep Learning

The Full Stack · 2 min read

Building a photo popularity predictor that updates daily forces data pipelines to do more than just “run a model.” The core need is reliable data...

Data WorkflowsAirflow DAGMakefile Dependencies