Course description
Deep Learning
The Deep Learning track provides online courses offering learning opportunities with Tensorflow, PyTorch, and Keras centered workshops to understand how these different tools work and function.
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Upcoming start dates
Training content
This online learning track is part of an unlimited Data Academy subscription and includes the following on-demand courses:
The Deep Learning with Tensorflow Workshop
- Building Blocks of Deep Learning
- Neural Networks
- Image Recognition with Convolutional Neural Networks (CNN)
- Deep Learning for Text: Embeddings
- Deep Learning for Sequences
- Advanced RNNs
- Generative Adversarial Networks (GANs)
The Deep Learning with PyTorch Workshop
- Introduction to Deep Learning and PyTorch
- Discovering the Building Blocks of Neural Networks with PyTorch
- Solving a Classification Problem with DNNs Using PyTorch
- Introduction to Convolutional Neural Networks with PyTorch
- Performing Style Transfer with PyTorch
- Analyzing the Sequence of Data with RNNs Using PyTorch
The Deep Learning with Keras Workshop
- Machine Learning Fundamentals with Keras
- Building Artificial Neural Networks in Keras
- Deep Neural Networks with Keras
- Cross-Validation and Keras Wrappers
- Regularization for Neural Networks in Keras
- Model Evaluation
- Computer Vision with Convolutional Neural Networks
- Transfer Learning with Pre-Trained Networks
- Sequential Modeling with Recurrent Neural Networks
The Applied Tensorflow and Keras Workshop
- Introduction to Neural Networks and Deep Learning
- Predicting the Price of Bitcoin
- Evaluating the Bitcoin Model
- Productization
Costs
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Hundreds of essential topics with practice opportunities. Courses led by industry experts. Completion certificates issued to each learner.
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IT professionals don’t lack opportunities to boost their pay. Learning a new skill or earning a certification can result in a raise upwards of $12,000 a year.
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Develop
Develop is a practical, online learning platform that offers digestible, on-demand courses. You gain in-demand skills through practice opportunities and knowledge checks. We issue certificates so you receive the recognition you deserve. Whether your a tech specialist or tech-adjacent worker,...