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Deep Learning in Python by DataCamp

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Total Duration
20 Hours

In this track, you'll expand your deep learning knowledge and take your machine learning skills to the next level. Working with Keras and PyTorch, you’ll learn about neural networks, the deep learning model workflows, and how to optimize your models. You'll then use TensorFlow to build linear regression models and neural networks. Throughout the track, you'll use machine learning techniques to solve real-world challenges, such as predicting housing prices, building a neural network to predict …

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Courses in this Learning Path
1
Introduction to Deep Learning in Python
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Introduction to Deep Learning in Python

Deep learning, a machine-learning technique, is capable of enabling the most remarkable capabilities in a wide range of areas such as robotics and natural language processing. AlphaGo is one example. This course will provide hands-on experience in deep learning using Keras 2.0. Keras 2.0 is the latest version of a Python library that allows deep learning.

2
Introduction to TensorFlow in Python
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Beginner
Learn Type :Certification
Introduction to TensorFlow in Python

Computer vision algorithms that could distinguish between images from dogs and cats were not possible until a few decades ago. With a laptop, a skilled data scientist can classify thousands more objects with greater accuracy than the human eye using a computer. This course will show you how to use TensorFlow 2.0 to predict and train models that are used in important advances in image …

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3
Introduction to Deep Learning with PyTorch
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Introduction to Deep Learning with PyTorch

Artificial Intelligence research is dominated by neural networks. They have been instrumental in solving many problems such as image classification and language translation. PyTorch, a popular deep-learning platform, is easy to use and very powerful. This course will teach you how to use PyTorch, and how to create your first neural network with the MNIST dataset. Convolutional neural networks …

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4
Introduction to Deep Learning with Keras
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Introduction to Deep Learning with Keras

Deep learning is the future for long-term thinking. Unstructured data is not the best tool for solving complex problems. Deep learning is the best method to do this. It is also a great tool for innovation. Keras allows you to build deep learning models. In minutes, you can create ready-to use models for your industry. This course will teach you how to forecast asteroid tracks and how binary …

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5
Advanced Deep Learning with Keras
DataCamp Course via DataCamp
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Duration : 4 hours
Price :₹1,093
Level :Intermediate
Learn Type :Certification
Advanced Deep Learning with Keras

This course will teach you how to solve many problems using the Keras functional API. Multi-layer dense networks (also known as multilayer perceptionrons) will be the first topic. The course then moves onto more complicated architectures. This course will show you how to create models with multiple inputs and only one output. This course also shows you how to distribute weights between layers. …

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