Data Science, Machine Learning (ML) and Artificial Intelligence (AI) are connected with key differences. Data science focuses on managing, processing, and interpreting big data to effectively inform decision-making. ML leverages algorithms to analyse data, learn from it, and forecast trends. AI requires a continuous feed of data to learn and improve decision-making.
Data Science, ML & AI
Data Science, ML & AI
EC Integrators offers your company with a team of people with highly specialised skills in:
- Data science to extract meaning from structured and unstructured data for decision-making and planning
- Advanced Math / Statistics
- Analytics & Modeling
- Database Management
- Data Visualisation
- Machine Learning Methods
- Communication & Collaboration
- Programming for Data Science (Python)
- ML for computers to perform complex intellectual tasks like humans, including decision making, problem-solving, perception and understanding human communication
- Advanced Math
- Probability & Statistics
- Programming (Python, R, Java and C++)
- Spark and other Big Data Technologies
- AI to extract knowledge from structured and semi-structured data to learn from that data and make predictions
- Applied Mathematics
- Neural Network Architectures
- Physics
- Data Modeling & Evaluation
- Advanced Signal Processing Techniques
- Natural Language Processing
- Audio & Video Processing
- Reinforcement Learning
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