Data science is an interdisciplinary field that aims to extract actionable insights from raw data. It uses scientific methods, processes, algorithms, and systems to process noisy, structured, and unstructured data coming from a variety of different sources, such as financial logs, multimedia files, marketing forms, sensors, and text files. It is widely used across a broad range of applications such as Fraud and Risk Detection, Healthcare, Internet Search, Targeted Advertising, Website Recommendations, Advanced Image Recognition, Speech Recognition, Airline Route Planning, etc. The objectives of this course are as follows:
➼ To provide basic technical skills for Data Science
➼ To learn and implement Data Science algorithms
➼ To introduce important application areas of Data Science such as Statistical Analysis, Business Intelligence, Data visualization, etc.
➼ To impart necessary research and technical writing skills
➼ To implement end-to-end hands-on Data Science projects
➼ Strong theoretical foundation of the fundamental concepts by professors & researchers from IITs, IIITs, NITs, and other institutes of international repute.
➼ Hands-on coding practice and project development in guidance of Industry experts, Research Scholars and Top-level programmers.
➼ Regular interaction, assignments, quizzes, and evaluations.
➼ Networking opportunity with participants reputed institutes and industries.
➼ Opportunity to work on end-to-end projects and assistance in resume, portfolio building.
➼ A chance to publish research papers and participate in international conferences.
➼ Continuous assistance during the course and after that, lifetime access to the learning material, including Slides, software, codes, and other resources.
➼ Statistical Analysis
➼ Python Programming
➼ Data Engineering
➼ Basic & Advanced Machine Learning Algorithms
➼ Predictive Analytics
➼ Basic & Advanced SQL
➼ Data visualization
➼ Fundamentals of Spark and Hadoop
➼ Research Design and Technical Writing
By the end of this certification course, the participants should be able to:
➼ Possess essential programming skills for Data Science
➼ Understand the basic know-how about Data Science
➼ Understand a wide variety of Machine Learning & Data Science algorithms
➼ Understand how to pre-process the data and evaluate the models generated from data
➼ Apply these algorithms to real-life problems, communicate their results in technical reports
Moreover, they will also acquire a course competition certificate on completing the assigned project.
Sample Course Certificate: Coming soon...