BCA in Artificial Learning & Machine Learning (AL-ML) at DPG Institute of Technology & Management - Course, Fees, Admission, Seats, Syllabus

Gurgaon ( Haryana )

Estd In: 2010

Last Updated on February 20, 2024 6:12 PM

As of my recent update in April 2023 I couldn't find specific information about a Bachelor of Computer Applications (BCA) program specializing in Artificial Learning & Machine Learning (AL ML) offered by DPG Institute of Technology & Management. Located in Gurgaon, Haryana, India the institute is well known for its focus on engineering and management courses. They aim to equip students with both skills and theoretical knowledge needed in the rapidly evolving technological field. Nevertheless the interest in programs like BCA in AL ML reflects the increasing demand for professionals who possess expertise in artificial intelligence (AI) and machine learning (ML) across various industries. This type of program would cover concepts in computer science, mathematics, statistics, as well as specialized subjects including artificial intelligence principles, machine learning algorithms, deep learning techniques and neural networks. The curriculum would be carefully designed to prepare students, for careers involving technology and data analysis. It would emphasize problem solving abilities and proficiency in designing, implementing and evaluating AI and ML systems.

Introduction
Specializations Highlights
Specializations Syllabus
Specializations Important Topics
FAQs

DPG Institute of Technology & Management BCA in Artificial Learning & Machine Learning (AL-ML) Highlights 2024

Course Duration	3 Years
Course Level	Undergraduate
Course Tuition Fees	Varies
Mode of Study	Full Time
Institute Type	Private
Specialisation	Artificial Learning & Machine Learning (AL-ML)

DPG Institute of Technology & Management BCA in Artificial Learning & Machine Learning (AL-ML) Syllabus 2024

As of my last update in April 2023, I don't have access to real-time databases or specific course syllabi for institutions such as the DPG Institute of Technology & Management. However, I can provide you with a general structure of what a Bachelor of Computer Applications (BCA) syllabus might look like, based on common subjects and topics covered in similar programs across various institutions. Please note that for the most accurate and up-to-date syllabus, you should contact DPG Institute of Technology & Management directly or visit their official website. Below is a simplified example in the format you requested:

Semester	Subjects	Topics
1	Introduction to Programming, Mathematics for Computing, English Communication, Computer Fundamentals and Office Automation, Principles of Management	Programming basics, Discrete Mathematics, Communication skills, MS Office, Management principles
2	Data Structures, Object-Oriented Programming, Financial Accounting, Digital Electronics, Environmental Studies	Arrays, Stacks, Queues, C++/Java basics, Accounting principles, Logic gates, Environmental issues
3	Database Management Systems, Operating Systems, Web Technologies, Business Mathematics, Organizational Behavior	SQL, UNIX/Linux, HTML/CSS/JavaScript, Calculus & Statistics, Management theories
4	Software Engineering, Computer Networks, Microprocessor and Assembly Language, Elective 1, Elective 2	SDLC models, TCP/IP, 8085 Microprocessor, Elective topics, Elective topics
5	Internet Technologies, Project Management, Elective 3, Elective 4, Project Work (Part 1)	Web development frameworks, Agile methodologies, Elective topics, Elective topics, Initial project development
6	Information Security, Cloud Computing, Elective 5, Elective 6, Project Work (Part 2)	Cybersecurity fundamentals, Cloud services, Elective topics, Elective topics, Final project submission

Remember, this table is a generic example and the actual syllabus for BCA at DPG Institute of Technology & Management may vary. Electives, in particular, can significantly differ between institutions and even between academic years within the same institution.

DPG Institute of Technology & Management BCA in Artificial Learning & Machine Learning (AL-ML) Important Topics 2024

Module	Topics
Introduction to AI & ML	History of AI, Foundations, and State of the Art
Programming for AI & ML	Python, R, TensorFlow, PyTorch
Data Structures & Algorithms	For AI & ML Applications
Mathematics for AI & ML	Linear Algebra, Calculus, Statistics, Probability
Machine Learning	Supervised Learning, Unsupervised Learning, Reinforcement Learning
Deep Learning	Neural Networks, CNNs, RNNs, GANs
Natural Language Processing	Text Processing, Sentiment Analysis, Chatbots
Computer Vision	Image Processing, Object Detection, Image Generation
AI Ethics & Society	Ethical Implications, Bias, Fairness, Privacy
Capstone Project	Real-world AI & ML Project

This table provides a simplified overview of potential topics. For specifics, including the exact modules, course structure, and elective options, please refer to the DPG Institute of Technology & Management's curriculum for the BCA in AL-ML.

DPG Institute of Technology & Management BCA Course FAQs

What is the duration of the BCA in AL-ML program?

The BCA in Artificial Learning & Machine Learning is typically a 3-year undergraduate program.

What are the eligibility criteria for enrolling in the BCA AL-ML program?

Candidates should have completed 10+2 or equivalent with mathematics as a subject from a recognized board.

What kind of projects will I work on during the BCA AL-ML program?

Students will have the opportunity to work on various projects including but not limited to predictive modeling, natural language processing, and image recognition using AI and ML technologies.

Are there any internship opportunities available in the BCA AL-ML program?

Yes, the program often includes internship opportunities with tech companies and research labs to provide practical experience in the field.

What are the career prospects after completing a BCA in AL-ML?

Graduates can pursue careers as AI specialists, machine learning engineers, data analysts, and more in industries such as IT, healthcare, finance, and automotive.

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