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amanchadha/coursera-deep-learning-specialization

coursera-deep-learning-specialization

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks;

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amanchadha

amanchadha

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Created

Jun 24, 2020

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README Summary

Deep Learning Specialization on Coursera (offered by deeplearning.ai)

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Backpropagation AlgorithmComputer VisionConvolutional Neural NetworksDeep Learning Architecture DesignGradient Descent OptimizationHyperparameter TuningLong Short-Term Memory NetworksMachine Learning Project StructuringNatural Language ProcessingNeural Network FundamentalsRecurrent Neural NetworksRegularization TechniquesSequence ModelingTransfer LearningTransformer Architecture

Tags

Backpropagation AlgorithmComputer VisionConvolutional Neural NetworksDeep Learning Architecture DesignGradient Descent OptimizationHyperparameter TuningLong Short-Term Memory NetworksMachine Learning Project StructuringNatural Language ProcessingNeural Network FundamentalsRecurrent Neural NetworksRegularization TechniquesSequence ModelingTransfer LearningTransformer ArchitectureCourseData ScienceDeep LearningEmbeddingsForkedInterview PrepJupyterKerasMachine LearningNumPyPythonSegmentationTensorFlowTransformersTutorial

Taxonomy

AI Trends

Deep Learning FundamentalsNeural Architecture Understanding

category

Learning ResourcesFoundation ModelsRAG & RetrievalModel TrainingComputer VisionData Science & Analytics

Deployment Context

Educational EnvironmentJupyter Notebooks

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Education

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Skill Areas

Neural Network FundamentalsDeep Learning Architecture DesignBackpropagation AlgorithmHyperparameter TuningRegularization TechniquesGradient Descent OptimizationConvolutional Neural NetworksRecurrent Neural NetworksLong Short-Term Memory NetworksTransformer ArchitectureMachine Learning Project StructuringTransfer LearningComputer VisionNatural Language ProcessingSequence Modeling

tag

Computer VisionCourseData ScienceDeep LearningEmbeddingsForkedInterview PrepJupyterKerasMachine LearningNumPyPythonSegmentationTensorFlowTransformersTutorial

Use Cases

Deep Learning EducationProgramming Assignment SolutionsCourse Material ReferenceHands-on Neural Network ImplementationAcademic Learning Support

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Updated 7 months ago

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research
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medium
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research

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Learning ResourcesPrimaryRAG & RetrievalData Science & AnalyticsOther AI / MLFoundation ModelsModel TrainingComputer Vision

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Data & EvaluationProduct Discovery

Languages

Jupyter Notebook100.0%

Timeline

Project created
Jun 24, 2020
Forked
Mar 22, 2026
Your last push
7 months ago
Upstream last push
7 months ago
Tracked since
Oct 8, 2025

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