Terra-AI.SG Data Science Academy

We provide training courses for data scientists, business analysts, executives, and academia to introduce best practices for building enterprise-grade deep learning applications.

Our approach to training is hands-on, and we believe in giving you real-world problems to work on right away. Our goal is for you to be able to apply the tools and techniques immediately to your own problem sets. Our courses cover deep learning techniques for time-series prediction, model fitting techniques for model tuning and data pre-processing for machine learning.

We are honoured to be recognised and trusted by top universities in Asia to conduct technology workshops for more than 600 university students since 2017. We are the technical partner involved in deep learning training for the National University of Singapore's Faculty of Science.

(BA201) AI Organizational Framework for Managers: Challenges and Solutions

Synopsis:

AI presents growth and cost-savings opportunities for organizations. However, successfully adopting AI operationally can be very challenging - we speak from hard-won experience!

Join us for this half-day breakfast session, we give you a management roadmap to get you on the way to implementing AI in your company. We discuss key management challenges, some possible solutions and end case studies illustrating the possibilites that AI offers.

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Fees:$560
Register:info@terra-weather.com or call Chris at 6515 4775

(DS201) Foundations of Forecasting with Neural Networks

Synopsis:

Neural Networks are the "superpower" that will enable you to build the most effective predictive AI systems. Yet, there are many parameters you need to adjust to make neural networks useful for your specific forecasting problems. What are the best practices for developing Neural Network for forecasting?

This half-day introductory course (breakfast included) covers the fundamentals of Neural Networks (NNs) for forecasting. Through this course, you will be taken hand-in-hand using NNs to generate predictions. The goal of this course is to get you started using NNs for forecasting.

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Fees:$560
Register:info@terra-weather.com or call Chris at 6515 4775

(DS301) Practical Machine Learning for Data Analytics

Synopsis:

How can computers detect fraud, predict floods or forecast demand?

This 2-day course gets you started in answering such questions. The core topic centers around Data Modelling, which is building computer models that:

  • Predict system behaviour for novel inputs. This can be used in system optimization, to run interactive what-if scenarios or build data-driven simulations.
  • Detect anomalies in complex systems by analysing realtime data. This can be used in fault detection, predictive maintenance or automatic early warning systems.

This course is a step-by-step guide to applying advanced Machine Learning techniques to solving data modelling problems.

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Fees:$1750
Register:info@terra-weather.com or call Chris at 6515 4775

(DS401) Deep Learning for Time-Series Prediction

Synopsis:

If you are someone who wants to use deep learning to predict the future, this course is for you!

Deep learning using Neural Networks is a powerful technique that can solve many problems involving predicting future events. This intensive 5-day course (10 lectures and 10 labs) aims to take you beyond the hype to give you the confidence to apply neural networks to real-world predictive problems.

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Fees:$4000
Register:info@terra-weather.com or call Chris at 6515 4775