• Greenfields Security Enclave, Table View, Cape Town, 7441

  • info@excite-data.tech

  • +27 61 435 6751

Technical Training

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Technical Training

Our training solutions are comprehensive, and can be customized to the client’s needs. We provide training across the following domains:

Programming

We offer comprehensive training in the following languages:

★ C/C++
★ Python and scripting
★ R Statistical Programming
★ Full Stack Web Development (ReactJS, Flask and PostgreSQL)

Our approach is classroom-based so we can interact with attendants. We also make it hands-on by providing exercises and working through them.

Introduction to Statistical Modeling

In this course we provide a practical introduction to statistics and progress through to building statistical models using techniques like regression.

Introduction to Machine Learning

Machine Learning (ML) allows machines to learn on data. Complex problems that traditional methods struggled with can now be more easily solved through ML. This is our favorite, as it assumes no prior knowledge, uses real-life data and provides a clear, practical understanding of how ML can be exploited in any business today. Different ML models are presented, with the relevance of their applications.

Introduction to Deep Learning - Artificial Neural Networks

Artificial Neural Networks (ANNs) are probably the most popular models used in Machine Learning applications today. This is due to their capability to perform Deep Learning, finding and learning complex and intricate features of a dataset. In this course we cover basic neural networks, Convolutional Neural Networks, Autoencoders and Generative Adversarial Networks.