BCA in Artificial Learning & Machine Learning (AL-ML) at DGC Gurgaon - Course, Fees, Admission, Seats, Syllabus

Gurgaon ( Haryana )

Estd In: 2051

Last Updated on February 15, 2024 2:20 PM

Dronacharya Government College, an institution has recently introduced an innovative program called BCA in Artificial Learning & Machine Learning (AL ML). This program aims to meet the growing demand for professionals in the fields of artificial intelligence and machine learning. It covers crucial topics such as Neural Networks, Deep Learning, Python Programming, Data Structures and Algorithms. By offering an understanding of both core and advanced areas in AL ML the program ensures that students are well prepared for the industry. To maintain an environment of learning and personalized attention the college limits admission to only 60 students per academic session. The fee structure has been thoughtfully designed to be affordable so that quality education remains accessible to aspiring learners. Admission into this sought after program is based on performance in an entrance exam ensuring that only highly deserving students secure their place. This program not equips students with theoretical knowledge but also emphasizes practical experience through hands on learning opportunities. Graduates will be well prepared to tackle the challenges presented by the evolving technology landscape. With its cutting edge facilities and esteemed faculty members Dronacharya Government College aims to set benchmarks, in specialized education within the field of Artificial Learning and Machine Learning.

Introduction
Specializations Highlights
Specializations Syllabus
Specializations Important Topics
FAQs

DGC Gurgaon BCA in Artificial Learning & Machine Learning (AL-ML) Highlights 2024

Feature	Detail
Course Duration	3 Years
Course Level	Undergraduate
Course Tuition Fees	Varies
Mode of Study	Full-time
Institute Type	Government

DGC Gurgaon BCA in Artificial Learning & Machine Learning (AL-ML) Syllabus 2024

Semester	Core Subjects	Electives (Choose any two)
Semester 1	Introduction to Programming, Mathematics for Computer Science, Introduction to Artificial Intelligence	Python Programming, Digital Logic
Semester 2	Data Structures, Computer Organization and Architecture, Probability and Statistics	Java Programming, Web Technologies
Semester 3	Algorithms, Database Management Systems, Linear Algebra	Operating Systems, Human-Computer Interaction
Semester 4	Machine Learning, Deep Learning, Big Data Analytics	Cloud Computing, Mobile Application Development
Semester 5	Natural Language Processing, Computer Vision, Reinforcement Learning	Internet of Things, Blockchain Technology
Semester 6	Capstone Project, Industry Internship	Advanced Topics in AI/ML, Robotics

DGC Gurgaon BCA in Artificial Learning & Machine Learning (AL-ML) Important Topics 2024

Module	Topics
Introduction to AL & ML	Basics of Artificial Intelligence, Machine Learning, and Deep Learning; History and Evolution; Applications
Data Preprocessing	Data Cleaning, Data Integration, Data Transformation, Data Reduction
Supervised Learning	Linear Regression, Logistic Regression, Decision Trees, Support Vector Machines
Unsupervised Learning	K-Means Clustering, Hierarchical Clustering, Principal Component Analysis
Neural Networks and Deep Learning	Perceptrons, Backpropagation, Convolutional Neural Networks, Recurrent Neural Networks
Reinforcement Learning	Markov Decision Processes, Q-Learning, Policy Gradient Methods
Natural Language Processing	Text Preprocessing, Word Embeddings, Sequence Models, Language Models
Special Topics in AL & ML	Generative Adversarial Networks, Autoencoders, Reinforcement Learning in Complex Environments

DGC Gurgaon BCA Course FAQs

What is the duration of the BCA in Artificial Learning & Machine Learning (AL-ML) program at Dronacharya Government College?

The BCA in Artificial Learning & Machine Learning (AL-ML) program at Dronacharya Government College is a 3-year undergraduate course.

What is the eligibility criteria for enrolling in the BCA in AL-ML program at Dronacharya Government College?

The eligibility criteria for the BCA in AL-ML program at Dronacharya Government College require candidates to have completed their 10+2 or equivalent examination from a recognized board with Mathematics as one of the subjects.

What are the entrance exams accepted for admission into the BCA in AL-ML program at Dronacharya Government College?

Dronacharya Government College typically does not specify entrance exams for BCA admissions. Admissions are usually based on the merit of the 10+2 examination. However, it's advisable to check the official college website or contact the admissions office for the most current information.

How much is the course fee for the BCA in AL-ML program at Dronacharya Government College?

The course fee for the BCA in Artificial Learning & Machine Learning (AL-ML) program at Dronacharya Government College can vary each year. Prospective students should contact the college directly or visit the official website for the most accurate and up-to-date fee structure.

What is the syllabus for the BCA in AL-ML program at Dronacharya Government College?

The syllabus for the BCA in AL-ML program at Dronacharya Government College covers a range of topics including Programming Languages, Data Structures, Database Management Systems, Artificial Intelligence, Machine Learning Algorithms, Deep Learning, and Neural Networks among others. For a detailed syllabus, students are advised to refer to the official college website or contact the academic department.

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