All Trainings
(*) List of scheduled onsite training courses: Here.
| Code | Name | Mode | Description | Duration | Status |
|---|---|---|---|---|---|
| DSWT_DSFMx | Data Science for Managers | Online Face-to-Face |
This one day course is aimed at providing an overview of Data Science to managers and executives. Data Science projects are different from typical software engineering projects, and this course is designed at training managers for successfully running the data science projects. | 1 day | Available |
| DSWT_AODSx | All of Data Science | Face-to-Face | This training spanning from four to six days covers the breadth of topics in data science. It covers various streams of data science such as data analysis, advanced modelling, data engineering, etc. The course also covers mathematical and programming fundamentals of data science. The course in deliberately designed to be exhaustive and one of the most succinct courses in data science offered. | 4, 5, or 6 days | Available |
| DSWT_MLx | Machine Learning | Online Face-to-Face |
This training covers both theoretical and practical concepts in machine learning. It serves as an excellent introduction to machine learning if you are embarking on a machine learning project, or just curious to explore what machine learning has to offer. At the end of the course, you will have a complete understanding of problems that can be addressed by machine learning | 1, 2, or 3 days | Available |
| DSWT_DLx | Deep Learning | Online, Face-to-Face | This training covers the breadh and depth of deep learning methods. It covers both theoretical and practical concepts in deep learning. At the end of the course, you will be able to not only know how deep learning works, but have an excellent idea of various problems that can be addressed by deep learning. | 1, 2, or 3 days | Available |
| DSWT_MLEx | Machine Learning Engineering | Face-to-Face | This comprehensive course provides you with a complete introduction to Machine Learning Engineering. Machine Learning Engineering is the marriage of Big Data and Machine Learning Analysis. The course is ideal for someone with basic understanding of Machine Learning and Databases. | 1 or 2 days | Available |
| DSWT_RSx | Recommender Systems | Face-to-Face | This unit provides you with an excellent introduction to Recommender Systems. You will learn how Netflix tracks our watch history and based on that recommends new movies - Google reads your cookies to see which websites you have visited and based on those shows you an Ad, dating companies routinely use Recommender Systems to match two individuals. | 1 day | Available |
| DSWT_RLx | Reinforcement Learning | Face-to-Face | This unit covers application of Machine Learning to Marketing. The unit constitutes different areas of Marketing that can benefit greatly from machine learning concepts. The unit has both theoretical and practical component. | 1 or 2 days | Not Available |
| DSWT_VLx | Data Visualization | Face-to-Face | This unit covers the depth and breadth of topics in data visualization. The unit teaches the fundamentals of data analysis for pattern analysis, summarization, report generation and intuitive presentation. | 1 day | Not Available |
| DSWT_GAx | Graph Analytics | Face-to-Face | This unit provides you with an excellent introduction to graph data analytics. It discusses the intricacies of graph data - from analysis to visualization. Bulk of the unit is based on deep learning methods for graph analytics. | 1 day | Not Available |
| DSWT_AIx | Artificial Intelligence | Online, Face-to-Face | This unit covers the fundamentals and basics of Artificial Intelligence. The focus is on the breadth, not the depth. It covers topics such as Logic, Search, Vision, NLP, machine learning and Robotics. | 1, 2 or 3 days | Not Available |
| DSWT_NLPx | Natural Language Processing | Online, Face-to-Face | This unit covers the fundamentals of Natural Language Processing. Bulk of the unit is based on deep learning methods for natural language processing. | 1 or 2 days | Not Available |
| DSWT_TMx | Text Mining | Online, Face-to-Face | This unit covers Text Mining in details. Bulk of the unit is based on deep learning methods used for text data. | 1 or 2 days | Not Available |
| DSWT_TSAx | Time Series Analysis | Online, Face-to-Face | This unit covers analysis of data which constitutes time-series. The unit focuses on both traditional time series analysis where the use case is forecasting, as well as deep learning methods for non-I.I.D time-series data. | 1 or 2 days | Not Available |
| DSWT_MFDSx | Mathematical Foundations for Data Science | Online, Face-to-Face | This unit covers the mathematical topics that serve as the foundation for various data science methods. It provides an introduction to Linear Algebra, Statistics, Probability, Calculus and Differential Geometry. | 1 or 2 days | Not Available |
| DSWT_PFDSx | Programming Foundations for Data Science | Online, Face-to-Face | This unit covers the programming fundamentals that serve as the foundation for various data science applications. It provides introduction to data structures, algorithm analysis, and programming paradigms. | 1 or 2 days | Not Available |