PGP in Machine Learning & Artificial Intelligence offered by TimesPro
- Private Institute
- Estd. 2013
PGP in Machine Learning & Artificial Intelligence at TimesPro Overview
Duration | 12 months |
Mode of learning | Online |
Difficulty level | Intermediate |
Credential | Certificate |
PGP in Machine Learning & Artificial Intelligence at TimesPro Highlights
- Earn a certification after completion
- Fee payments can be made in installments
- Learn from industry experts
- Focuses on real-world business use cases
- Get IIM Kozhikode Alumni Status
- Provides opportunities for peer learning and networking
PGP in Machine Learning & Artificial Intelligence at TimesPro Course details
- Those looking to upskill or transition into roles that require expertise in machine learning and AI
- Demonstrate a thorough understanding of the mathematical and statistical foundations of machine learning and artificial intelligence
- Understand core concepts and terminologies related to AI and machine learning, including supervised and unsupervised learning, neural networks, deep learning, and reinforcement learning
- Develop proficiency in programming languages commonly used in AI and machine learning, such as Python and R
- Utilize popular machine learning libraries and frameworks (e.g., TensorFlow, PyTorch, scikit-learn) to build and deploy models
- PGP ML&AI program by Times Professional Learning is crafted for professionals with minimum 2 years of experience in Industry who want to understand and develop a deep understanding of how to use data as a strategic asset in the modern business scenario
- The program is the right choice for professionals interested in learning quantitative and technical methods as well as in developing your strategic and Business management skills
- The program prepares the learners to influence strategic decision making with fact based insights
- The program offers an extensive and enriching class-room experience in Times Professional Learnings smart classrooms to work on real-life business problems and learn fundamental concepts of analytics such as Descriptive, Predictive and Prescriptive Anaytics
PGP in Machine Learning & Artificial Intelligence at TimesPro Curriculum
Analytics Overview and Data Management Concepts
Get introduced to Data Science and ML by learning basic concepts of Data Analytics and types of data.In this module, you will learn the foundation techniques of Data science and Statistical Modelling, Data Preparation, Data Exploration, Data Collections, Data Cleaning and Data Manipulation techniques using R and Python, and how to work with Database Management Systems such as MySQL and NoSQL.
Statistical Modelling, Machine Learning and Big Data
Progress ahead by learning Statistical Modelling Techniques, how Machine Learning works and how to make Big Data work for deriving useful insights. In this module, you will learn Predictive Modelling techniques such as Regression Analysis and Correlation. You'll study Machine Learning Methods for Unsupervised Learning, Supervised Learning and Prescriptive Modelling. You'll also study Big Data and will learn to handle semi-structured/ unstructured data.
Artificial Intelligence, Deep Learning and IOT
In this module, you will learn AI concepts such as Cognitive Computing, Computer Vision, Chatbots and Deep Learning concepts such as Image Classification, Image Recognition and NLP etc. You'll also learn to integrate AI, ML and IoT to build a robust solution for real-time applications. Elective courses such as IoT, Telecom, Supply Chain, Banking, Finance, Retail, Manufacturing, would also be part of this module.
Data Visualization, Career Guidance and Capstone Project
In this module, you will acquire the art of storytelling and data visualization to build charts and dashboard and present meaningful insights to the customers. You will learn powerful Data Visualization techniques such as Grammar of Graphics and visualizing unstructured information.
You'll work on a Capstone project along with a corporate partner.
You'll also receive Career Orientation support such as Career Guidance, Resume Writing and Placement Preparation etc. to complete the course with flying colors as an industry-ready Data Science Professional.
PGP in Machine Learning & Artificial Intelligence at TimesPro Entry Requirements
- Working Professionals with minimum 2 Years work experience
- Should possess a Bachelors or Masters Degree in Science/Engineering/Mathematics/Statistics/Economics or an equivalent qualification (with Mathematics/Statistics as one of the subjects)
- Graduation with minimum 50% mark
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PGP in Machine Learning & Artificial Intelligence at TimesPro Contact Information
18th floor, F Wing, Lotus Corporate Park, Off Western Express Highway
Mumbai ( Maharashtra)