MCA – Artificial Intelligence & Machine learning in collaboration with Samatrix.IO
Artificial Intelligence and Machine Learning are the future of growth. Artificial Intelligence has the potential to fuel the growth of the world economy. AI will change the nature of work and create a new relationship between man and machine.
Jaipur National University has developed an advanced curriculum with the help of leading industry experts Samatrix.io. Our course focuses on developing the key understanding of Linear Algebra and Statistics that are the foundation of AI and ML concepts. The foundations of Python are covered to develop a strong base in programming. With the help of examples and projects, we help develop the competency in Reinforcement Learning, Neural Networks, Deep Learning, TensorFlow, Random Forest, and Boosting. Our course will give the learner a leverage not only during initial employment but also during career progression. After the completion of the course, the students can apply for various jobs such as data analysts, data scientists, and Artificial Intelligence engineers.
Duration: 2 Years
Eligibility: Graduation in any stream with minimum of 50% marks and Mathematics as one of the subjects, either at 10+2 or Graduation level.
Selection Procedure: Entrance Test and Personal Interview
Syllabus
Programme Outcome
Curriculum
-
MCA – I Semester
Object Oriented ProgrammingSystem Analysis and DesignComputer GraphicsArtificial IntelligenceDesign and Analysis of AlgorithmsData Analysis using PythonProbabilistic Modelling and Reasoning with PythonObject Oriented Programming LabComputer Graphics LabDAA LabCommunication Soft Skills-III -
MCA – II Semester
Theory of ComputationAdvanced Java ProgrammingWEB TechnologyComputer Based Optimization TechniquesMicroprocessor Design and Assembly Language (MCA-405)Machine Learning and Pattern RecognitionAdvanced Java Programming LabWeb Technology LabMicroprocessor LabCommunication & Soft Skills -IVMachine Learning Practical with Python, Scikit-learn, Matplotlib, TensorFlow Python -
MCA –III Semester
Software EngineeringElective I.NET Framework and ASP .NETCompiler DesignElective IINeural Networks and Deep LearningData Visualization, Matplotlib, TensorFlow PythonSoftware Engineering LabElective I Lab.Net LabCommunication & Skils-V -
MCA –IV Semester
Industrial Project
Elective I
- Advanced Database Concepts
- Data Warehousing & Data Mining
- Android Programming
Elective I Lab
- Advanced Database Concepts Lab
- Data Warehousing & Data Mining Lab
- Android Programming Lab
Elective II
- Parallel Processing
- Mobile Computing
- Cloud Computing
- Real Time Systems
Career Prospects
These Artificial Intelligence & Machine Learning programs provide the following job profiles:
Machine Learning Engineer, Big Data & AI Architect, Big Data Scientist, Artificial Intelligence Engineer, Research Engineer - Artificial Intelligence, Data and AI Consultant, Robotics Professional, Software Engineer, IoT Architect, Machine Learning Architect
Leading Recruiters are:
Google, Amazon, Facebook, MakeMyTrip, Oracle, HDFC Bank, FMCG Companies as they are producing smart machines, E-commerce companies like Snapdeal/ Flipkart