Online Courses

Brace for Impact: Creating a Dashboard for Responsible Investing Using Machine Learning

This series offers recordings of all of the informative sessions regarding this competition. This series allows contestants/webinar attendees to listen to and review materials relevant to the contest

Turning Business Problems into Data Science Problems

This practical 5-lesson training is suitable for those interested in applying data science to solve business problems. You will not only pick up fundamental knowledge and skills but you will also have an idea about how they are applied by professionals to build real end-to-end data science solutions.

AI Bias​ & Surveillance: Recognition, Analysis, and Prediction

Detection and analysis systems are ubiquitously used across all domains of life (education, work, leisure) to access resources and opportunities. This six-week program covers the fundamental concepts in AI ethics, how the recognition and analysis systems manifest bias, how they are used in different settings and what the consequences are.

Everything about Chatbots: A Hands on Journey

This hands-on practical training will cover everything about chatbots and question answering systems in depth. Learners will get to experience state of the art industry scale tools and packages such Rasa, TensorFlow, BERT and many more.

2021 Data Science Competition: Post-COVID California Property Price Trend Prediction

RMDS Lab’s 2021 Data Science Competition, Post-COVID California Property Price Trend Prediction, offers recordings on all of the informative sessions on this competition. This series allows contestants/webinar attendees to listen to and review materials relevant to the contest.

2021 Data Science Competition: Impact of News Sentiment on the Stock Market

RMDS Lab’s 2021 Data Science Competition: Impact of News Sentiment on the Stock Market offers recordings on all of the informative sessions on this year’s competition. This series allows contestants/webinar attendees to listen to and review materials relevant to the contest.

(Free) KNIME Analytics Platform for Data Scientists: Basics

This course introduces you to day-to-day data science tasks covering the whole data science cycle from data access to data manipulation, model building, and deployment. Learners will have the opportunity to engage in content that focuses on data cleaning, data aggregation, and machine learning among many other subjects.

(Free) KNIME Analytics Platform for Data Scientists: Advanced

This course builds on the fundamentals students have learned in the KNIME Analytics Platform for Data Scientists: Basics course. In these lessons, learners will engage with content focussed on manipulating data directly on a database, sharing and reusing functionalities with components, and repeating workflow parts with loops.

[FREE] RMDS Lab Webinar Series

This webinar series offer a comprehensive incorporation of the latest webinars and supplementary materials.

Tackling COVID-19: Literature Review of Covid-19 Research

This free, seven-week course is applicable to individuals interested in how data science can be used to address Covid-19. With a focus on predictive modelling, mapping, and mobility, this course will help students to thoroughly examine the ways in which Covid-19 can be used to help data scientists to understand more about the consequences of mobility, economics, and transmission models.

Tackling COVID-19: Models and Methodologies of Covid-19 Data Collection

This free, six-week course will introduce available resources for Covid-19 studies, which include data collection and integration, inter-region migration data, epidemiological modelling, and relevant information regarding travel restrictions.

Creation of Specialized AI Assistant for Healthcare Industry

This program starts with a general overview of AI, neural network architecture, and deep learning. Medical image classification and segmentation will be introduced with examples of multi-spectral endoscopic narrowband imaging data classification. The program coverscomputer vision, image understanding, natural language understanding,such as sentence classification, keyword extraction, and automatic medical report generation, and build a domain-specific speech recognition model using custom language models. This program will provide a hands-on project to build a specialized AI for paramedics procedures.

Big Data and AI to Improve Competency and Employability

Learn how to solve business problems applying data science.

Facebook Ad Analysis Using Python

This hands-on project provides you with an opportunity to work on Facebook Ads datasets to increase a company’s Return On Investment(ROI).

AI & Ethics: Bias, Diversity and Ethical Decision Making with AI Systems

This informative and thought-provoking program helps participants to gain a comprehensive understanding of the implications of bias in AI systems and equips them with the tools to analyze biased AI systems.

Financial Technology, Cryptocurrency & AI

This course will provide a comprehensive and solid understanding of Blockchain and Crypto economics. Topics including smart contracts, cryptocurrencies, and blockchain governance will be elaborated via case studies using Bitcoin, Etherum, and DFINITY as examples.

Applying Machine Learning to Create a Web-based Realtime Forecasting System

This four-week course will cover a complete workflow of data collection, feature extraction, machine learning model building, validation, prediction, and evaluation of hurricane forecast models. It will provide hands-on training in processing satellite data and organizing data for operational hurricane forecasting. The instructor will introduce methods for feature extraction and data dimensionality reduction and multiple machine learning techniques.