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

Ahmedabad ( Gujarat )

Estd In: 2012

Last Updated on February 15, 2024 3:43 PM

The BCA program in Artificial Learning & Machine Learning (AL ML) at Indus University is a course designed for students who are interested in exploring the world of advanced technology. This undergraduate program spans over three years. Focuses on providing learners with both fundamental and advanced knowledge in artificial intelligence and machine learning. By blending concepts with practical applications the curriculum ensures that students are well prepared for a future that is driven by technological advancements. The university has taken care to structure the fees for this program in a way that makes quality education accessible to a wider range of students. Additionally there are scholarships available to deserving students allowing them to pursue their academic aspirations without financial constraints. With state of the art facilities and expert faculty members from the industry this program promises an educational experience. For individuals who have a passion for AI and ML pursuing the BCA program in Artificial Learning & Machine Learning (AL ML) at Indus University can serve as a foundation, for building an exciting career in the constantly evolving field of technology.

Introduction
Specializations Highlights
Specializations Syllabus
Specializations Important Topics
FAQs

Indus University BCA in Artificial Learning & Machine Learning (AL-ML) Highlights 2024

Course Duration	Course Level	Course Tuition Fees	Mode of Study	Institute Type
3 Years	Undergraduate	Varies by region	Full-time	Private

Indus University BCA in Artificial Learning & Machine Learning (AL-ML) Syllabus 2024

Semester	Subjects
Semester 1	Introduction to Programming, Mathematics for Computer Science, Introduction to Artificial Intelligence, English Communication Skills
Semester 2	Data Structures and Algorithms, Database Management Systems, Object-Oriented Programming, Principles of Machine Learning
Semester 3	Advanced Mathematics for AI, Operating Systems, Computer Networks, Deep Learning Fundamentals
Semester 4	Statistics for AI, Natural Language Processing, Computer Vision, Web Technologies
Semester 5	Reinforcement Learning, Big Data Analytics, Robotics and Automation, Elective I
Semester 6	AI Ethics and Law, Cloud Computing for AI, Project Work, Elective II

Indus University BCA in Artificial Learning & Machine Learning (AL-ML) Important Topics 2024

Module	Topics
Introduction to Machine Learning	History of AI, Types of Machine Learning, Applications of Machine Learning
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	Tokenization, Stemming, Lemmatization, Word Embeddings
Special Topics in AI	Generative Adversarial Networks, Autoencoders, Reinforcement Learning in Complex Environments

Indus University BCA Course FAQs

What is the duration of the BCA in Artificial Learning & Machine Learning (AL-ML) course at Indus University?

The BCA in AL-ML at Indus University is a 3-year undergraduate program.

What are the eligibility criteria for enrolling in the BCA AL-ML course at Indus University?

Candidates must have completed 10+2 or equivalent examination from a recognized board with Mathematics as a subject to be eligible for the BCA AL-ML course.

What is the admission process for the BCA AL-ML course at Indus University?

Admission to the BCA AL-ML course is based on merit in the qualifying examination. Candidates may need to appear for a personal interview as part of the selection process.

What are the career prospects after completing BCA in AL-ML from Indus University?

Graduates can pursue careers as Machine Learning Engineers, Data Scientists, AI Developers, and in roles related to artificial intelligence and machine learning in various industries.

Does Indus University provide placement assistance for BCA AL-ML graduates?

Yes, Indus University has a dedicated placement cell that provides training and placement assistance to students. The university has tie-ups with various companies for internships and job placements.

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