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Academy of Management Studies BCA in Artificial Learning & Machine Learning (AL-ML)

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

location Dehradun ( Uttarakhand )
location Estd In: 1993
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BCA in Artificial Learning & Machine Learning (AL-ML) at Academy of Management Studies - Course, Fees, Admission, Seats, Syllabus
location
Dehradun ( Uttarakhand )
location
Estd In: 1993
Last Updated on February 20, 2024 5:04 PM
The Academy of Management Studies (AMS) has recently introduced a Bachelor of Computer Applications (BCA) program that focuses on Artificial Learning (AL) and Machine Learning (ML). This program aims to provide students with the knowledge and skills to excel in the rapidly evolving fields of artificial intelligence and machine learning. The curriculum is carefully designed to cover core computer science subjects well as specialized courses in artificial intelligence machine learning, data analytics, neural networks and deep learning. Through a combination of lectures, hands on projects and collaborative learning experiences students are encouraged to develop thinking and problem solving abilities while designing and implementing AL and ML solutions for real world problems. Additionally the program places emphasis on interdisciplinary learning by integrating courses that explore the societal impacts and ethical considerations related to artificial intelligence. By doing graduates will be well prepared to contribute responsibly as innovators, in the field of technology while addressing the challenges brought about by the digital age.
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Table of Contents

Academy of Management Studies BCA in Artificial Learning & Machine Learning (AL-ML) Highlights 2024

Course DurationCourse LevelCourse FeeMode of StudyInstitute Type
3 YearsUndergraduateVaries by InstitutionFull-timeAcademic Institution

Academy of Management Studies BCA in Artificial Learning & Machine Learning (AL-ML) Syllabus 2024

SemesterSubjects
Semester 1Introduction to Programming, Mathematics for Computing, Digital Fundamentals, English Language and Communication Skills, Environmental Studies
Semester 2Data Structures, Object-Oriented Programming, Database Management Systems, Discrete Mathematics, Financial Accounting
Semester 3Operating Systems, Web Technologies, Computer Networks, Management and Accounting, Software Engineering
Semester 4Java Programming, Algorithm Analysis and Design, Computer Graphics, Microprocessor and Assembly Language, Organizational Behavior
Semester 5Internet Programming, Multimedia Applications, Artificial Intelligence, System Programming, Project Work (Part 1)
Semester 6Cloud Computing, Cyber Security, Mobile Application Development, Elective, Project Work (Part 2)
This table is a simplified representation and subjects/topics can vary greatly between institutions and over time. Always refer to the specific institution's curriculum for the most accurate and current information.

Academy of Management Studies BCA in Artificial Learning & Machine Learning (AL-ML) Important Topics 2024

ModuleTopics
Introduction to Artificial Intelligence & Machine LearningHistory of AI, Foundations of Machine Learning, AI vs ML vs Deep Learning, Applications of AI & ML
Python for AI & MLPython Basics, Libraries for AI & ML (NumPy, Pandas, Matplotlib, Scikit-learn), Data Manipulation
Data PreprocessingData Cleaning, Data Transformation, Handling Missing Values, Feature Scaling, Data Visualization
Machine Learning AlgorithmsSupervised Learning, Unsupervised Learning, Reinforcement Learning, Neural Networks, Decision Trees, SVM, Clustering
Deep LearningIntroduction to Neural Networks, CNN, RNN, LSTM, Implementing Deep Learning Models, TensorFlow & Keras
Natural Language Processing (NLP)Text Processing, Sentiment Analysis, NLP Libraries, Chatbots, NLP Applications
AI & ML Project ManagementProject Lifecycle, Agile for AI Projects, Data & Model Management, Deployment, Monitoring & Maintenance

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