GIM Goa - Goa Institute of Management - Post Graduate Certificate in Artificial Intelligence, Machine Learning and Big Data
- Offered bySkillSir
- Private Institute
Goa Institute of Management - Post Graduate Certificate in Artificial Intelligence, Machine Learning and Big Data at SkillSir Overview
Duration | 6 months |
Total fee | ₹1.24 Lakh |
Mode of learning | Online |
Credential | Certificate |
Goa Institute of Management - Post Graduate Certificate in Artificial Intelligence, Machine Learning and Big Data at SkillSir Highlights
- Earn a certificate of completion and alumni status from Goa Institute of Management
- GIM's PGDM in Big Data Analysis is rated as the 2nd best BDA programme in India -Analytics India
- 2 days Bootcamp at the Goa Campus
- Placement Assistance
- Networking with Peers
Goa Institute of Management - Post Graduate Certificate in Artificial Intelligence, Machine Learning and Big Data at SkillSir Course details
- For individuals who like examining large and varied data sets to uncover hidden patterns
- Software engineers wishing to enter into big data analysis
- Business Analysts / Mid-level IT Professionals
- Marketing/Healthcare professionals with prior knowledge of analytics/working in business analytics domain
- Understanding of different areas of management with a focus on the application of the BDA tools and techniques to solve business problems
- Able to manage the new paradigm of data-driven decision making
- The main objective of the programme is to create future-ready, data-fluent managers, who shall be fully equipped to manage the new paradigm of data-driven decision making
- The programme is structured to have a 40:60 mix of business knowledge and BDA related experience
- Students shall be facilitated to develop those qualities and to internalise those values which will make them effective leaders in organisations
- The programme involves extensive application of case-based learning, use of simulations, seminars, and actual hands-on training, assignments both at individual and group levels, and intensive exposure to the actual business problems
- The courses are critically designed taking feedback from consultants, teachers and cross-section of leading industries in the area of analytics and to make programme attractive to employers
Goa Institute of Management - Post Graduate Certificate in Artificial Intelligence, Machine Learning and Big Data at SkillSir Curriculum
Artificial intelligence
AI Platform: Exploring AI technology in Management context. Studying scalable technologies and business models for AI
AI Business Model: Design and development of platform based and enabled business. Analyzing scope of AI market and explore potential applications and uses/cases
AI Strategy, Ethics & Governance: Understanding scope and importance of ethics in AI. Study key issues related to privacy and security concerns related to AI and detect frauds
AI in Action: Provides skill to AI powered unit and business case. AI industry regulations
AI Projects: Create functional projects in AI space
Machine learning
Machine learning with Business Application: Introduction, Overview, Data pre-processing, Data preparation, basic & advanced statistical models, recommender systems.
Predictive Analysis: Building statistical or machine learning models to make predictions. Classifications and clustering models.
Prescriptive analysis and optimization: It will focus on how optimization modelling techniques can be used to make decisions for different business applications
Natural Language Processing: Analyzing Textual data, Regular expressions, Sentiment analysis, Topic Modelling, Network Analysis, Web scraping, Social media analytics
Forecasting using Model Studio: Incorporating large scale forecasting practices, data hierarchies etc. Creating pipelines.
Deep learning using SAS software: Applying deep learning neural nets to solve problems of traditional classification, image classification and time dependent outcomes
Big data
Big Data leadership Model: Understanding business leadership model in assessing maturity of the organization in big data space
Big Data ecosystem and strategy: Determining importance of strategic framework, developing competencies to make data driven decisions. Exploring components of big data ecosystem
Ethics and governance in Big Data: Scope and importance of Big Data, Issues related to privacy and security, significance of corporate governance
Storytelling using Big Data: Designing powerful story boards using big data, visualization tools for building efficient big data artifacts
Big Data Projects
Goa Institute of Management - Post Graduate Certificate in Artificial Intelligence, Machine Learning and Big Data at SkillSir Faculty details
Goa Institute of Management - Post Graduate Certificate in Artificial Intelligence, Machine Learning and Big Data at SkillSir Entry Requirements
- Education: Science graduate with a graduation from a recognized University
- Experience: Minimum 1 year
- Not mentioned
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