Engineering and Technology
Learn the fundamentals of neural networks and how to build deep learning models using Keras 2.0 in Python.
This 4-hour course, Discover Deep Learning Applications, provides a comprehensive understanding of deep learning and its applications in robotics, natural language processing, image recognition, and artificial intelligence. Led by Dan Becker, an ex-Google data scientist and Keras contributor, this course offers hands-on experience in applying Python skills to deep learning using the Keras 2.0 library. Throughout the course, you will explore various neural network models and learn how to generate accurate predictions using forward and backward propagation techniques. The Keras library, a user-friendly and open-source Python library, will be utilized to develop and evaluate deep learning models. You will gain proficiency in creating, compiling, fitting, classifying, and making predictions with Keras models. Upon completion of this course, you will possess the necessary tools to construct deep neural networks and have the opportunity to delve further into the field of deep learning. This course serves as a stepping stone towards pursuing personal projects or a career as a Machine Learning Scientist. It is part of a series of machine learning and deep learning tracks, providing clear pathways for skill development and practical experience in this domain.
by DataCamp
Learn the fundamentals of neural networks and how to build deep learning models using Keras 2.0 in P...
by DataCamp
Learn the fundamentals of neural networks and how to build deep learning models using TensorFlow.
by DataCamp
Learn fundamental natural language processing techniques using Python and how to apply them to extra...
by DataCamp
Learn the fundamentals behind AI and Machine Learning.
by DataCamp
Julia is a new programming language designed to be the ideal language for scientific computing, mach...
by DataCamp
Learn the power of deep learning in PyTorch. Build your first neural network, adjust hyperparameters...
by DataCamp
Learn to create deep learning models with the PyTorch library.
by DataCamp
Learn to start developing deep learning models with Keras.
by DataCamp
An introduction to machine learning with no coding involved.
by DataCamp
Learn about data science for managers and businesses and how to use data to strengthen your organiza...