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Gandhinagar University BCA in Artificial Learning & Machine Learning (AL-ML)

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

location Gandhinagar ( Gujarat )
location Estd In: 2006
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BCA in Artificial Learning & Machine Learning (AL-ML) at Gandhinagar University - Course, Fees, Admission, Seats, Syllabus
location
Gandhinagar ( Gujarat )
location
Estd In: 2006
Last Updated on February 20, 2024 5:17 PM
In my recent update in April 2023 I found that Gandhinagar University, a well known educational institution situated in Gujarat, India provides a wide range of courses to meet the diverse academic interests and professional goals of its students. The university takes pride in its approach to education by combining theoretical knowledge with practical application across various fields such as Engineering, Science, Management, Humanities and Social Sciences. Each course at Gandhinagar University is carefully designed to ensure students not acquire deep knowledge in their chosen area but also develop essential skills like critical thinking, problem solving abilities and a global perspective. The curriculum is regularly updated to align with industry standards and technological advancements so that graduates are well prepared for the job market. Moreover the university places emphasis on research, collaboration and interdisciplinary learning. It offers facilities, experienced faculty members and opportunities for international exchange programs which make it an attractive choice for students who strive for excellence, in both their academic pursuits and future careers.
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Table of Contents

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

Course DurationFeesMode of StudyCourse LevelInstitute Type
3 YearsVariesFull-timeUndergraduateUniversity

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

SemesterSubjects
Semester 1Introduction to Programming, Mathematics for Computer Science, Fundamentals of Artificial Intelligence, English Communication Skills
Semester 2Data Structures and Algorithms, Database Management Systems, Principles of Machine Learning, Environmental Studies
Semester 3Object-Oriented Programming, Linear Algebra for AI & ML, Operating Systems, Statistical Methods for AI & ML
Semester 4Computer Networks, Deep Learning, Web Technologies, Elective I (IoT/Blockchain Technology)
Semester 5Natural Language Processing, Cloud Computing, Elective II (Robotics/Quantum Computing), Project Work I
Semester 6Big Data Analytics, Ethics in AI & ML, Elective III (Cyber Security/Data Science), Project Work II

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

Course CodeCourse NameKey Topics
BCA-ALML101Introduction to Machine LearningSupervised vs Unsupervised Learning, Regression, Classification, Decision Trees, Random Forests
BCA-ALML102Python for Machine LearningPython Basics, NumPy, Pandas, Matplotlib, Scikit-learn
BCA-ALML103Deep Learning FundamentalsNeural Networks, Backpropagation, TensorFlow, Keras
BCA-ALML104Data Science and AnalyticsData Preprocessing, Visualization, Exploratory Data Analysis, Big Data Technologies
BCA-ALML105Natural Language ProcessingTokenization, Stemming, Lemmatization, Word Embeddings, Seq2Seq Models
BCA-ALML106Artificial Intelligence in BusinessAI Strategies, AI in Marketing, AI in Finance, AI Ethics

Gandhinagar University BCA Course FAQs

What is the duration of the BCA in Artificial Learning & Machine Learning (AL-ML) course at Gandhinagar University?
The BCA in Artificial Learning & Machine Learning (AL-ML) course at Gandhinagar University is a 3-year undergraduate program, divided into 6 semesters.
What are the eligibility criteria for enrolling in the BCA AL-ML course at Gandhinagar University?
To enroll in the BCA AL-ML course at Gandhinagar University, candidates must have completed their 10+2 or equivalent examination from a recognized board with Mathematics as a subject. A minimum aggregate score of 50% is typically required.
What is the admission process for the BCA AL-ML course at Gandhinagar University?
The admission process for the BCA AL-ML course at Gandhinagar University usually involves filling out an application form, followed by a counseling session. Some cases may require a personal interview or an entrance test, depending on the number of applications received and the university's admission policy for that year.
What kind of career opportunities can I expect after completing the BCA in AL-ML from Gandhinagar University?
After completing the BCA in AL-ML from Gandhinagar University, graduates can expect opportunities in various fields such as data analysis, machine learning engineering, artificial intelligence research, software development, and IT consultancy. Companies in technology, finance, healthcare, and e-commerce are particularly keen on hiring specialists in this area.
Does Gandhinagar University provide placement assistance for BCA AL-ML students?
Yes, Gandhinagar University has a dedicated placement cell that provides placement assistance to BCA AL-ML students. The placement cell organizes campus interviews, workshops, and seminars to prepare students for their career. Top tech companies and startups often participate in the campus placement drives, offering attractive packages to deserving candidates.

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