Program Detail Data Science (AI & ML)

Data Science, Machine Learning, and Artificial Intelligence

INTENDED BENEFITS:
Through successful HIGH IMPACT TRAINING, MOIT&T aims to achieve the following benefits:

1. Enable the trained resources for high-performance delivery in the fields mentioned above.

2. These jobs are projected to be offered by international and Domestic firms, Government Departments, and Institutions that will:

(A) Expand their current operations in Pakistan.

(B) New businesses will be motivated to bring their development work to Pakistan and

(C) Take many of these skilled resources to their home base as employees.

3. Domestically these resources should also be able to find jobs both in the public and private sectors. Currently, many of these jobs have been exported to foreign-based companies.

TRAINING SUBJECTS:

There are four training categories as follows:

  • Software Engineering and Cloud Native Computing
  • Data Sciences, Machine Learning, and Artificial Intelligence
  • Blockchain Technology
  • Cyber Security

DATA SCIENCE, MACHINE LEARNING, AND AI COURSE CONTENT:

This highly immersive hands-on course should cover the following as a minimum:

  • Data Science fundamentals
  • Data Analytics, Manipulation & Visualization
  • Big Data with Hadoop & Spark
  • Modern Development Environment
  • Python Fundamentals
  • Python for Data Analysis
  • Decision-Making Under Uncertainty
  • Probability and Statistics
  • Container orchestration
  • Foundations of Clustering
  • Data fetching with SQL and NoSQL
  • Cross-Validation and Model Evaluation
  • Business Intelligence tools

ELIGIBILITY CRITERIA:

  • University Teachers must be at least MS/M-Phil in a relevant field i.e. (Computer Science, IT, and relevant disciplines) with teaching experience of one year in any HEC-approved Institute.
  • IT Professionals must have at least 04 years of Bachelor’s Degree (before 30th June 2020) in the Field of Computer Science, Information Technology, and relevant discipline with basic programming skills, networks, and system administration basic knowledge. They must have at least one-year of working experience in a relevant field from any reputable company or as a freelancer.

SELECTION CRITERIA:

  • IT Professionals: Online Pre-Qualification Test and Interview (40% seats).
  • University Teachers: Only Interviews will be conducted. University Teachers will be exempted from written tests. (60% seats).

How to Join Boot Camp?
Step-1: Online Registration:
Interested candidates may get their self-registered through the following portals in cloud-native computing

Step-2: Online Pre-Qualification Test & Interviews:

Online pre-qualification tests will be conducted only for IT Professionals. University Teachers are exempted from this test. Interviews will be conducted for all candidates.

Step-3: Selection of Candidates for Boot Camp:

The selection of candidates will be based on tests and interviews. A list of successful candidates will be displayed on the websites of MOIT&T and MRGT. The waiting list of the candidates will also be displayed. If any candidates fail to join the boot camp. The top candidates from the waiting list will be invited to join the boot camp.