One of the biggest challenges in machine learning is the need for large amounts of labeled data to train models effectively. However, in many real-world scenarios, obtaining labeled data can
The Fastest Way to Learn Deep Learning Topics
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Welcome to the world of deep learning to learn about the popular loss functions which were predominantly used in deep learning model building. Deep learning has revolutionized the world of
Transfer Learning is a popular technique used in deep learning where models trained for a particular task are reused as a base model or starting point for another model intended
Long Short-Term Memory (LSTM) is a type of recurrent neural network (RNN) that excels in handling sequential data.Its ability to retain long-term memory while selectively forgetting irrelevant information makes it
Today we are going to learn something crazy, by using deep learning techniques. We are going to build an Image classification model with a convolutional neural network or CNN.Which can
Is Data Science Still A Dream JobIs Data Science Still a Dream Job?Harvard Business Review calls the role of a data scientist or data science job as "the sexiest jobs
In today's digital age, buzzwords like 'machine learning,' 'data science,' and 'neural networks' float everywhere. For many, especially students, these terms can seem as foreign as a new language. After
Four Popular Hyperparameter Tuning Methods With Keras TunerThe difference between successful people and not very successful people is the dedication towards ideas they have. The same analogy is true for
How Recurrent Neural Network WorksIf you know the basics of deep learning, you might be aware of the information flow from one layer to the other layer. Information is passing
Popular Optimization Algorithms In Deep LearningBuilding a well optimized, deep learning model is always a dream. To build such models, we need to study about various optimization algorithms in deep
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