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

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

location Bangalore ( Karnataka )
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BCA in Artificial Learning & Machine Learning (AL-ML) at GITAM University Bangalore - Course, Fees, Admission, Seats, Syllabus
location
Bangalore ( Karnataka )
Last Updated on February 15, 2024 4:39 PM
We are thrilled to announce the introduction of our groundbreaking Bachelor of Computer Applications (BCA) program in Artificial Learning & Machine Learning (AL ML) at GITAM University Bangalore. This innovative course has been carefully crafted to equip students with an understanding of the core principles behind artificial intelligence (AI) and machine learning (ML) two revolutionary technologies that are shaping our future. Set within the academic environment of GITAM University this program offers a unique combination of theoretical knowledge and hands on experience preparing students to excel in the rapidly evolving field of AI and ML. Whether your ambition is to make groundbreaking contributions at leading tech companies engage in cutting edge research or kickstart your startup, our BCA in AL ML provides an ideal foundation, for launching your career into the forefront of technological advancement.
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GITAM University Bangalore BCA in Artificial Learning & Machine Learning (AL-ML) Highlights 2024

Course DurationCourse LevelCourse Tuition FeesMode of StudyInstitute Type
3 YearsUndergraduateInformation not availableFull TimePrivate

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

SemesterCourse Titles
1st SemesterIntroduction to Programming, Mathematics for Computer Science, Introduction to Artificial Intelligence, English Communication Skills
2nd SemesterData Structures, Discrete Mathematics, Principles of Machine Learning, Environmental Studies
3rd SemesterAlgorithms, Database Management Systems, Deep Learning Fundamentals, Soft Skills
4th SemesterOperating Systems, Computer Networks, Advanced Machine Learning, Ethics in AI
5th SemesterCloud Computing, Big Data Analytics, AI & ML Project, Elective I
6th SemesterInternet of Things, Natural Language Processing, Elective II, Major Project
This example includes a mix of core computer science subjects, specialized courses in artificial intelligence and machine learning, and general education requirements. Remember, the actual syllabus may include additional details like course codes, credits, lab sessions, and elective options. Always refer to the official GITAM University Bangalore resources for the most accurate and current information.

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

ModuleImportant Topics
Introduction to AI & MLHistory of AI, Foundations of Machine Learning, AI vs ML vs Deep Learning, Applications of AI & ML
Python ProgrammingData Types, Control Structures, Functions, Libraries for AI & ML (NumPy, Pandas), Object-Oriented Programming
Data PreprocessingHandling Missing Values, Data Normalization, Data Standardization, Encoding Categorical Data
Mathematics for AI & MLLinear Algebra, Calculus, Probability and Statistics, Optimization Techniques
Machine Learning AlgorithmsSupervised Learning (Linear Regression, Logistic Regression), Unsupervised Learning (K-Means Clustering), Decision Trees, Random Forests, SVM
Deep LearningNeural Networks, Convolutional Neural Networks (CNN), Recurrent Neural Networks (RNN), TensorFlow and Keras
Natural Language Processing (NLP)Text Preprocessing, Word Embeddings, Sentiment Analysis, Chatbots
AI & ML ProjectsProject Lifecycle, Datasets, Model Evaluation, Deployment

GITAM University Bangalore BCA Course FAQs

What is the eligibility criteria for BCA in Artificial Learning & Machine Learning (AL-ML) at GITAM University Bangalore?
The eligibility criteria for BCA in AL-ML at GITAM University Bangalore require candidates to have completed 10+2 or equivalent from a recognized board with a minimum aggregate of 50% marks. Mathematics or Computer Science as a subject in 12th grade is preferred but not mandatory.
What are the fees for the BCA in AL-ML program at GITAM University Bangalore?
The total tuition fee for the BCA in Artificial Learning & Machine Learning program at GITAM University Bangalore is approximately INR 1.8 lakhs per annum. This does not include additional charges such as hostel fees, examination fees, and other miscellaneous fees.
What entrance exams are accepted for admission into the BCA in AL-ML program at GITAM University Bangalore?
GITAM University Bangalore accepts scores from the GITAM Admission Test (GAT) for admission into the BCA in AL-ML program. Additionally, candidates with high scores in national or state-level entrance exams may also be considered for admission.
What is the selection process for BCA in AL-ML at GITAM University Bangalore?
The selection process for BCA in AL-ML at GITAM University Bangalore involves a review of the candidate's academic performance in 10+2, scores from the GITAM Admission Test (GAT) or other relevant entrance exams, and performance in a personal interview. A holistic review of the applicant's profile is conducted to determine admission.
How are the placements for the BCA in AL-ML program at GITAM University Bangalore?
GITAM University Bangalore has a dedicated placement cell that actively works to provide placement opportunities to students. The BCA in AL-ML program, being a specialized course, attracts companies specifically looking for skills in artificial intelligence and machine learning. While specific placement statistics vary from year to year, students have been placed in reputable companies with competitive salary packages.

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