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Reading list

What is Deep Learning?DL vs ML vs AIWhy Deep Learning is So Popular?
Applications of Deep LearningMulti Layer PerceptronVisualizing the Neural NetworkUnderstanding Decision BoundaryForward and Backward Propagation Intuition
Gradient Descent AlgorithmVariants of Gradient Descent Algorithm
Introduction to Loss FunctionBinary and Categorical Cross Entropy
Why Do We Need Activation Functions?Linear Activation FunctionSigmoid and Tanh FunctionSoftmaxHow to Select Right Activation Function?
PerceptronWeights in PerceptronIntroduction to Artificial Neural Network
Understanding Forward Propagation MathematicallyUnderstand Backward Propagation MathematicallyImplementing Neural Networks in Python
Problems with Gradient DescentGradient Descent with MomentumAdagrad and Adadelta
Introduction to Learning Rate Schedulers
Overview of Deep Learning FrameworksImplementing Neural Networks using KerasFunctional API in KerasImplementing Neural Networks using KerasHyperparameter Tuning of MLP in Keras
Understanding Early stoppingUnderstanding DropoutVanishing and Exploding GradientsWeights Initialization TechniquesImplementing Weight Initializing TechniquesBatch NormalizationImage Augmentation TechniquesImage Generator and Fit GeneratorModel CheckpointingImplementing Model CheckpointingDealing with Class ImbalanceEnsemble Deep Learning
Introduction to GPU and TPUTensorRT
Introduction to Unsupervised LearningHow to Solve Unsupervised Learning Problems?Introduction to AutoencodersImplementing Autoencoders
A Beginners Guide to Codeless Deep Learning
TensorFlow ServingBuild Deep Learning Models for Android
Introduction to PyTorch and TensorsMathematical and Matrix Operations in PyTorchImportant PyTorch ModulesImplement CNN in PyTorchTransfer Learning in PyTorchWorking with Text Data in PyTorchBuilding a RNN model in PyTorchAutoencoders in PyTorch

Quiz of the Day (Machine Learning) #2

Nitika Sharma
Nitika Sharma Last Updated : 09 Jan, 2024
< 1 min read

Are you ready to test your knowledge? In this quiz series, we present 10 intriguing questions about machine learning algorithms.. Whether you’re an experienced data professional, a budding learner, or simply someone who relishes a stimulating mental exercise, our quizzes are designed to engage all levels of expertise. Join us in the journey of perpetual learning, and put your knowledge to the test across a spectrum of topics influencing the future of analytics and technology.

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Quiz of the Day #2

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Did you like your score? Let us know in the comments section below. We will be back with another mind-trenching quiz tomorrow. Checkout our newest quiz here!

Nitika Sharma
Nitika Sharma

Hello, I am Nitika, a tech-savvy Content Creator and Marketer. Creativity and learning new things come naturally to me. I have expertise in creating result-driven content strategies. I am well versed in SEO Management, Keyword Operations, Web Content Writing, Communication, Content Strategy, Editing, and Writing.

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