Learn to create Deep Learning Algorithms from the experts. Thanks to its proved track records of developing a deploying Deep Learning applications at the leading data-driven enterprises, GoDataDriven has developed this 3-days course with just the right mix of concepts and hands-on.
What you'll learn
- The history of Deep Learning
- How to determine your network architecture
- How to choose which loss functions to use
- The best structure and way of working for creating your neural network
- Advanced topics within Keras API, such as embedding layers, lambda layers, custom layers, and tensor operations within neural networks
- How to build an image classifier
- How to build a sequence classifier
- The internal structure of LSTM and GRU and the differences between them
- The basics of convolutional neural networks and how they work
The program of this 3-days Deep Learning course is as follows:
- The basics of neural networks (backpropagation, optimizers, activation functions).
- How to use Keras for Deep Learning
- Heuristics to get your network to learn and perform
- Advanced knowledge of Keras API
- Convolutional neural networks with an application for image recognition
- Recurrent neural networks (LSTM, GRU) with an application for time series and NLP
- Final hands-on lab based on participants interest and feedback
Climbing a steep Python and Machine Learning curve in three days. This would have taken me months on my own.
This course is perfect for Machine Learning specialists who
- Want to get a grip on the most popular machine learning technique
- Want to enhance their data science skills and get to know the best practice for starting with Deep Learning
- Are already familiar with Python and the concepts of Machine Learning.
Data Science Skills
The Data Science Learney Journey
The training courses in this journey teach you new skills and empower you to stay ahead professionally. We offer solid fundamentals that apply to practical Python courses, whether you are a beginner or an advanced user. We also offer courses on Spark, R, and Deep Learning.
The Right Format For Your Preferred Learning Style
At GoDataDriven we offer four distinct training modalities:
- In-Classroom & In-Company Training
- Online, Instructor-Led Training
- Hybrid and Blended Learning
- Self-Paced Training