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

Indore ( Madhya Pradesh )

Estd In: 2000

Last Updated on February 20, 2024 5:05 PM

We are excited to introduce our Bachelor of Computer Applications (BCA) program in Artificial Learning & Machine Learning (AL ML) at Maharaja Ranjit Singh College of Professional Sciences. This advanced course has been meticulously crafted to provide students with an understanding of the fundamental principles and cutting edge techniques in the rapidly evolving fields of Artificial Intelligence (AI) and Machine Learning (ML). Set within our institutions vibrant academic environment this program offers a unique combination of theoretical knowledge and practical skills preparing students for a successful career in the dynamic world of technology and innovation. Our unwavering commitment to providing education ensures that graduates from the BCA in AL ML will emerge as highly skilled professionals ready to make significant contributions to both the industry and society, as a whole.

Introduction
Specializations Syllabus
Specializations Important Topics
FAQs

MRSC Indore BCA in Artificial Learning & Machine Learning (AL-ML) Syllabus 2024

Semester	Subjects
Semester 1	Introduction to Programming, Mathematics for Computer Science, Basics of Artificial Intelligence
Semester 2	Object-Oriented Programming, Data Structures, Introduction to Machine Learning
Semester 3	Algorithms, Database Management Systems, Statistics for Machine Learning
Semester 4	Operating Systems, Advanced Machine Learning, Neural Networks
Semester 5	Computer Networks, Deep Learning, Natural Language Processing
Semester 6	Cloud Computing, Capstone Project in AL-ML, Elective in Advanced AI/ML Topics

This table includes a header row with "Semester" and "Subjects" as headers, followed by rows for each semester, listing subjects that might be part of an AL-ML specialization. Remember, the actual syllabus could be significantly different and would likely include many more details, including course codes, credits, lab work, etc. For the most accurate and up-to-date syllabus, please contact Maharaja Ranjit Singh College of Professional Sciences directly or visit their official website.

MRSC Indore BCA in Artificial Learning & Machine Learning (AL-ML) Important Topics 2024

Module	Topics
Introduction to Artificial Intelligence and Machine Learning	History of AI, Foundations of AI, Overview of Machine Learning, Types of Machine Learning (Supervised, Unsupervised, Reinforcement Learning)
Data Preprocessing	Data Cleaning, Data Integration, Data Transformation, Data Reduction, Feature Scaling
Machine Learning Algorithms	Linear Regression, Logistic Regression, Decision Trees, Random Forests, Support Vector Machines, K-Nearest Neighbors, Clustering Algorithms (K-Means, Hierarchical)
Neural Networks and Deep Learning	Introduction to Neural Networks, Backpropagation, Convolutional Neural Networks, Recurrent Neural Networks, Deep Learning Frameworks (TensorFlow, Keras)
Natural Language Processing	Text Preprocessing, Word Embeddings, Sentiment Analysis, Language Modeling, Machine Translation
Reinforcement Learning	Introduction to Reinforcement Learning, Markov Decision Processes, Q-Learning, Policy Gradient Methods
AI Ethics and Future Trends	Ethical Considerations in AI, Bias and Fairness, Privacy and Security, Future Trends in AI and Machine Learning

MRSC Indore BCA Course FAQs

What is the duration of the BCA in Artificial Learning & Machine Learning (AL-ML) program at Maharaja Ranjit Singh College of Professional Sciences?

The BCA in Artificial Learning & Machine Learning (AL-ML) program at Maharaja Ranjit Singh College of Professional Sciences is a 3-year undergraduate course.

How can I apply for the BCA in AL-ML program at Maharaja Ranjit Singh College of Professional Sciences?

To apply for the BCA in AL-ML program, candidates need to fill out the application form available on the college's official website. After submitting the form, they may have to appear for an entrance exam or interview, depending on the college's admission criteria for that year.

What is the fee structure for the BCA in AL-ML program at Maharaja Ranjit Singh College of Professional Sciences?

The fee structure for the BCA in AL-ML program at Maharaja Ranjit Singh College of Professional Sciences can vary each year. Prospective students are advised to check the official college website or contact the admissions office for the most current fee details.

What is the selection criteria for the BCA in AL-ML program at Maharaja Ranjit Singh College of Professional Sciences?

The selection for the BCA in AL-ML program is primarily based on the candidate's performance in the qualifying examination and any entrance test or interview conducted by the college. Academic merit and the results of the selection process are taken into consideration.

What does the syllabus for the BCA in AL-ML program at Maharaja Ranjit Singh College of Professional Sciences include?

The syllabus for the BCA in AL-ML program covers a wide range of topics including, but not limited to, Programming Languages, Data Structures, Machine Learning Algorithms, Artificial Intelligence, Neural Networks, Deep Learning, and their applications. For a detailed syllabus, candidates should refer to the official college website or contact the academic department.

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

Table of Contents

MRSC Indore BCA in Artificial Learning & Machine Learning (AL-ML) Syllabus 2024

MRSC Indore BCA in Artificial Learning & Machine Learning (AL-ML) Important Topics 2024

MRSC Indore BCA Course FAQs

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