Deep Learning Training - GoDataDriven

Data Science - Senior

Deep Learning

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

The program of this 3-days Deep Learning course is as follows:

Day 1

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

Day 2

Advanced knowledge of Keras API
Convolutional neural networks with an application for image recognition

Day 3

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.

FD Mediagroep Data Scientist

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

Python Essentials Training

Certified Data Science with Python Foundation Training

A/B Testing and Experiments Training

Bayesian Modeling Training

Practical Time Series Analysis & Forecasting Training

Advanced Data Science with Python Training

Production Ready Machine Learning Training

Deep Learning Training

Data Science with Spark Training

Deep Learning Applied to NLP Training

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.