certification program in data science

Course Objectives:

Certification program in Data Science is for 6 full days and focuses on the MUST KNOW concepts of Data Analytics for students as well as professionals who are working in other domains, to embark into the world’s # 1 profession – Data Science. This training is focused on providing knowledge on all the key techniques such as Statistical Analysis, most widely used Regression Analysis, Data Mining Unsupervised learning techniques, Machine Learning, Forecasting, Text Mining and many more. These techniques will be explained using the best data science tools in industry – Python and R Programming.

Learning outcome

• Understand about the landscape of the various data generation sources
• Learn about the tools and techniques used in the space of analyzing both structured and unstructured data
• To understand the data driven machine learning approaches in taking critical business decisions
• To understand on how to perform forecasting to take proactive business decisions
• Perform text mining to generate the sentiment analysis of customers
• To understand the differences between descriptive analytics and predictive analytics
• To understand on how to build prediction models for day-to-day applicability
• Learn about representing data in most representable format using data visualization concepts

WHO SHOULD ATTEND DATA SCIENCE CERTIFICATION

• Candidates aspiring to be Data Scientist, Big Data Analyst, Analytics Manager / Professional, Business Analyst, Developer in Data Analytics
• Employees of organizations, who are planning to shift to Big Data tools
• Graduates who are looking to build a career in Data Science, Machine Learning, Forecasting, Business Intelligence, etc.
• Academicians and researchers with keen eye to data-driven decision making
• Finally, students who are aiming to work in IT industry on emerging technologies

Program Details:Methodology

• Lecture with a blend of theoretical and practical exposure
• Hands-on exercise to reiterate the learning
• Quizzes to test the understanding
• Discussions and final exam to attain certificate
• Internship opportunity for eligible candidates
• Live project opportunity to engage and explore Data Science Learning with USA based Analytics Consulting firm - Innodatatics

Modules

• Introduction to Data Science, Data Sources, Opportunities
• Application of Data Science across various Industries, Sectors, Domains
• Project Management Overview of Handling Data Science Projects
• Data Preparation, Data Cleansing, Exploratory Data Analysis
• Feature Engineering, Feature Extraction, Feature Selection
• Hypothesis Testing, Regression Techniques
• Predictive Modelling using Advanced Regression Techniques
• Data Mining Unsupervised - Clustering, Association Rules, etc.
• Text Mining, Natural Language Processing
• Data Mining Supervised / Machine Learning Algorithms
• Black Box Techniques - Neural Networks, SVM, etc.
• Time Series Analysis / Forecasting

For more details please contact [email protected] @ 011 3799 1378