Through this program, you will:
Develop an actionable understanding of what artificial intelligence really is, how it works, what it can do and what it requires to perform.
Examine best practices of global leaders in the field, such as Microsoft, Amazon and Google.
Learn and understand all the latest concepts in AI
Program is build in conjunction to the industry needs and is designed by the leading AI experts across the globe from Carnegie Mellon University, University of Oxford and others.
Program covers all the latest libraries and Platforms and help you attain a competitive edge.
This is a highly flexible program and case studies and practicals can we adapted/ modified as per an organization’s need
|Date||Fundamentals of Artificial Intelligence||Duration|
|Pre-Requisites||Introduction to AI & Nature of Intelligence||02 Hrs|
|Mathematics of Machine Learning: Linear Algebra, Multivariable Calculus||10 Hours|
|Probability and Statistics||10 Hours|
|Python for Data Science||10 Hours|
|Algorithms and Data Structures||5 Hours|
|EDA & Optimization||10 Hours|
|Introduction to Machine Learning||15 Hours|
|Assessment Exam, Project Submission||Theory + Lab|
|Tools & Platform||Python, R||Covered in the Labs|
|Assessment Exam, Project Submission|
The course offers fundamentals that you cannot find in any other course or a book. These fundamentals will be invaluable for your future work on ML and AI.
A. Linear Algebra:
B. Multivariate Calculus
A. Graph Theory: Basic Concepts and Algorithms
B. Algorithmic Complexity
C. Data Structures
A. Data Exploration And Preprocessing
B. Feature Engineering
A. Learning from Data:
B. Introduction to Bayesian Learning:
APG LEARNING– A Division of Sakal Media Group APG Learning is the Skilling and Education vertical of the AP Globale Group that has its presence across different businesses including Media, Advisory, and Community Development.
APG Learning began operations a few years ago with a mission to educate students and ensure sustainable socio-economic development. We run some of the most successful employability-related courses in the fields of Media & communication, Business, Entrepreneurship, Finance,Technology& Lifestyle.
Our programs are designed to build entrepreneurs and leaders, who will go on to have a substantial social impact on economic development. With a faculty drawn from the industry as well as academia, learning at APG Learning melds together real-time experiences with academic knowledge. Also, APG Learning has kept up with the pace of Teaching in the Digital Age with our segment of online training as the approach towards teaching and learning has drastically changed with the advent of technology.
For any queries regarding admissions for the PGD Data Science program, or to establish industry or academia relationships, or additional assistance