Transforming Business through Machine

The adoption of simple digital technologies is not adequate for businesses to thrive in today’s volatile, uncertain, complex, and ambiguous environment. The application of Artificial Intelligence (AI) and Machine Learning is increasingly becoming essential for end-to-end business transformation.

Course5 empowers organizations to stay ahead of rapid changes in data, technology, and market competition through the most advanced Machine Intelligence solutions. We enable customers to expertly navigate a fast changing global environment and achieve their business objectives by leveraging Artificial Intelligence.

With a world-class team of AI Scientists, Machine Learning Engineers, and Research and Development (R&D) specialists, Course5 helps organizations build and deploy robust Machine Intelligence solutions that provide to increase competitive advantage, optimise costs and enhance multiple efficiencies.

Artificial Intelligence and the capability to build machines that self-learn in near real-time are taking businesses much ahead of their competition. Staying behind and not adopting Machine Intelligence is untenable.

machine intelligence-overview


Supervised Learning

Classification and Regression with deep expertise in classical Statistical Modeling and Advanced Analytics (e.g. Logistic Regression, Support Vector Machines, Decision Trees and Random Forests, Naïve Bayes, Discriminant Analysis, k-nearest Neighbors, Linear Regression, and others) as well as modern Predictive Analytics techniques like Artificial Neural Networks, Advanced Optimization, and others.

Unsupervised Learning

Cluster Analysis, Dimensionality Reduction, Anomaly Detection and Recommendation with deep expertise in classical techniques (e.g. k-means Clustering, Hierarchical Clustering, Principal Component Analysis, Non-Negative Matrix Factorization, Multidimensional Analysis, Singular Value Decomposition, and others) as well as advanced techniques (e.g. Autoencoders, Deep Belief Nets, Self-Organizing Maps, Generative Adversarial Networks, and others) for Behavioral Analytics, Fraud Detection, Recommender Systems, Event Correlation, and others

Reinforcement Learning (RL)

Reinforcement Learning, one of the most advanced areas of Machine Learning with expertise in cutting-edge techniques like Markov Decision Processes, Temporal Difference, Policy Gradient, Value Function, Q-Learning and SARSA

Deep Learning (DL)

Solutions built on advanced Deep Net architectures involving Convolutional Neural Nets (CNN), Capsule Networks, Recurrent Neural Networks (RNN), LSTM, GRU, Advanced Optimization techniques, and others

Computer Vision and Machine Vision

Advanced algorithms that deliver high levels of accuracy and quality in Image Recognition, Object Identification, Emotion Detection, Motion Analysis, Video Processing, and Visual Analytics

Natural Language Processing (NLP) and Natural Language Understanding (NLU)

Wide array of business solutions through Advanced Text Mining, Aspect Extraction, Intelligent Chatbots, Language Modeling, Machine Translation, Opinion Mining, Sentiment Analysis, Question Answering Systems, Social & Web Data Mining, Speech Recognition, Text Classification, and Voice Systems

Cognitive Robotic Process Automation (RPA)

Automation of structured and semi-structured processes with high accuracy and efficiency


Course5 NLP and SmartBot Framework

Cognitive chat, voice, and web bots can be built quickly, integrated seamlessly with all business applications, and scaled-up on demand

 NLP and Smart Bot Framework

Computer vision framework

Course5 Computer Vision Framework

Image, object, and facial recognition systems can be developed within a short cycle time

Pre-built agents, robust APIs, and state-of-the-art algorithms

Advanced AI bots


  • Intelligent digital transformation across every function of an organization with high business value
  • Deeper business insights by leveraging unknown and untapped organizational data
  • Better decision-making, higher efficiencies, and higher productivity compared to traditional approaches
  • Deeper competitive advantage in an AI-first world