Python for Deep Learning you own this product

Build Neural Networks in Python
Meta Brains
  • Course duration: 2h 4m

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If you know the basics of Python and you want to know deep learning, this course is designed for you. You’ll learn the theory behind this branch of artificial intelligence and machine learning, as well as the practical skills of building neural networks to create deep learning models for prediction and for automating and simplifying tasks.

Once you’ve digested the fundamentals, we’ll walk you through a project: implementing an artificial neural network in Python to create a deep learning model. Step by step, you’ll see how to work with datasets and build each layer of the network. By the end of the course, you will be familiar with the fundamental neural network architectures, including recurrent neural networks (RNNs) and convolutional neural networks (CNNs)) networks, and you will be able to build your own DL neural networks using Python, Keras, and Tensorflow. In short, you will be ready to build models and create programs that take data input and automate feature extraction, simplifying real-world tasks for humans.

This video course stands out from the hundreds of machine learning resources available on the internet because it filters out the fluff and unnecessary information and focuses on the essentials you need to get started on your deep learning journey. Consider this a fundamentals course that suits both beginners and more advanced deep learning practitioners who are looking to refresh or fill in the gaps in their knowledge.


Distributed by Manning Publications

This course was created independently by Meta Brains and is distributed by Manning through our exclusive liveVideo platform.

prerequisites

  • Experience with the basics of coding in Python
  • Basic mathematical skills

what you will learn

  • Fundamentals of deep learning theory
  • Using Python for deep learning
  • Use different frameworks in Python to solve real-world problems using deep learning and artificial intelligence
  • Make predictions using linear regression, polynomial regression, and multivariate regression
  • Build artificial neural networks with Tensorflow and Keras

about the instructor

Meta Brains is a professional training brand developed by a team of software developers and finance professionals who have a passion for coding, finance, and Excel.

They bring together both professional and educational experiences to create world-class training programs accessible to everyone.

Currently, They're focused on the next great revolution in computing: the metaverse. The ultimate objective is to train the next generation of talent so we can code and build the metaverse together!

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