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Train a Binary Classification Model in Python (Keras)
FREE deep learning course 👉 https://www.skool.com/coder
By the end of this video, you'll have built a machine learning model that classifies IMDB movie reviews as positive or negative - from scratch, in Python, with Keras.
I cover:
- Loading and exploring the IMDB dataset
- Multi-hot encoding text data
- Building a 3-layer dense network
- Training, validation, and spotting overfitting
- Retraining with the right number of epochs
- Predicting on never-before-seen reviews
- Final accuracy: ~88%
This is Day 9 of my free 37-day deep learning course.
🐍 Join the free Python community (1,000+ builders): https://www.skool.com/coder
📚 Full deep learning course (free at Level 4, or DM me): https://www.skool.com/coder
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Видео Train a Binary Classification Model in Python (Keras) канала Maximus Meadowcroft
By the end of this video, you'll have built a machine learning model that classifies IMDB movie reviews as positive or negative - from scratch, in Python, with Keras.
I cover:
- Loading and exploring the IMDB dataset
- Multi-hot encoding text data
- Building a 3-layer dense network
- Training, validation, and spotting overfitting
- Retraining with the right number of epochs
- Predicting on never-before-seen reviews
- Final accuracy: ~88%
This is Day 9 of my free 37-day deep learning course.
🐍 Join the free Python community (1,000+ builders): https://www.skool.com/coder
📚 Full deep learning course (free at Level 4, or DM me): https://www.skool.com/coder
#python #keras #deeplearning #machinelearning #tensorflow #sentimentanalysis #neuralnetworks #artificialintelligence #ai #ml #datascience #pythonprogramming #learnpython #coding #programming #softwareengineering #fromscratch #buildinpublic #aiproject #nlp #naturallanguageprocessing #textclassification #binaryclassification #classificationmodel #kerasmodel #tensorflowkeras #modeltraining #overfitting #modelvalidation #modelaccuracy #gradientdescent #backpropagation #lossfunctions #binarycrossentropy #relu #sigmoid #embeddings #vectorization #featureengineering #machinelearningtutorial #deeplearningtutorial #pythontutorial #mlproject #portfolioproject #beginnerfriendly #selftaughtdeveloper #codingjourney #100daysofcode #pythoncommunity #devcommunity #skool #buildwithpython #aiengineering #aimodel #sentimentclassifier #imdbdataset #textvectorization #trainingneuralnetwork #modeloptimization #epochtraining #datapreprocessing #pythoncourse #freecourse #learnai #learnml #deeplearningcourse #aiinproduction
Видео Train a Binary Classification Model in Python (Keras) канала Maximus Meadowcroft
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15 февраля 2026 г. 13:15:15
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