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

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

location Gunupur ( Odisha )
location Estd In: 1997
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BCA in Artificial Learning & Machine Learning (AL-ML) at GIET University - Course, Fees, Admission, Seats, Syllabus
location
Gunupur ( Odisha )
location
Estd In: 1997
Last Updated on February 20, 2024 5:00 PM
GIET University, an institution well known for its exceptional academic achievements and groundbreaking research is thrilled to introduce its state of the art Bachelor of Computer Applications (BCA) program specialized in Artificial Learning & Machine Learning (AL ML). This crafted program is specifically designed for ambitious professionals who aspire to explore the dynamic and rapidly evolving fields of Artificial Intelligence (AI) and Machine Learning (ML). Located in the educational hub of India GIET University utilizes cutting edge facilities and a distinguished faculty to provide an immersive educational experience. The AL ML program within BCA spans over a period of three years offering a curriculum that seamlessly integrates theoretical knowledge with practical application. Students are equipped with an understanding of algorithms, data structures, programming languages, as well as the ethical implications associated with AI and ML technologies. Through engaging hands on projects industry internships and collaborative research opportunities learners gain real world experience that prepares them for successful careers in technology and innovation. GIET Universitys unwavering commitment to creating an supportive learning environment ensures that students not only excel academically but also develop crucial critical thinking skills and problem solving abilities that are indispensable, for the future. When students choose to enroll in the BCA in AL ML program they set out on a journey that not only helps them discover their own capabilities but also allows them to make valuable contributions, towards the progress of technology and society.
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GIET University BCA in Artificial Learning & Machine Learning (AL-ML) Highlights 2024

Course DurationCourse LevelCourse Tuition FeesMode of StudyInstitute Type
3 YearsUndergraduateVaries by YearFull-timeUniversity

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

As of my last update in April 2023, I don't have access to the specific syllabus details for the BCA in Artificial Learning & Machine Learning (AL-ML) at GIET University. Syllabi can vary significantly between institutions and are subject to change. However, I can provide you with a generic outline based on typical BCA AL-ML courses. For the exact syllabus, please consult the official GIET University website or contact the university directly. Below is a simplified HTML table format that outlines a generic syllabus for a BCA in AL-ML. Remember, this is a hypothetical example and may not accurately reflect the specific courses offered at GIET University.
YearSemesterCore CoursesElectivesPracticals/Labs
11Introduction to Programming, Mathematics for Computer ScienceIntroduction to Artificial IntelligenceProgramming Lab, AI Lab
12Data Structures and Algorithms, Database Management SystemsMachine Learning FundamentalsData Structures Lab, DBMS Lab
21Operating Systems, Object-Oriented ProgrammingDeep LearningOperating Systems Lab, OOP Lab
22Computer Networks, Software EngineeringNatural Language ProcessingComputer Networks Lab, Software Engineering Lab
31Web Technologies, Cloud ComputingAdvanced Machine LearningWeb Technologies Lab, Cloud Computing Lab
32Big Data Analytics, Cyber SecurityRobotics and AutomationBig Data Analytics Lab, Cyber Security Lab
This table is a simplified representation and includes core courses, electives, and practicals/labs that might be part of a BCA in AL-ML program. The actual syllabus could include more specific courses, additional electives, and other academic requirements. Always refer to the official GIET University resources for the most accurate and current information.

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

ModuleTopics
Introduction to AI & MLHistory of AI, Basics of Artificial Intelligence and Machine Learning, Difference between AI, ML, and Deep Learning
Python ProgrammingPython Basics, Data Structures, Functions, Libraries for AI & ML (NumPy, Pandas, Matplotlib)
Statistics for MLDescriptive Statistics, Inferential Statistics, Probability, Distributions, Hypothesis Testing
Data PreprocessingData Cleaning, Data Transformation, Handling Missing Values, Feature Scaling, Encoding Categorical Data
Supervised LearningLinear Regression, Logistic Regression, Decision Trees, Random Forest, Support Vector Machines
Unsupervised LearningK-means Clustering, Hierarchical Clustering, Principal Component Analysis
Neural Networks and Deep LearningBasics of Neural Networks, Deep Learning Frameworks, Convolutional Neural Networks, Recurrent Neural Networks
Natural Language ProcessingText Preprocessing, Bag of Words, TF-IDF, Word Embeddings, Sentiment Analysis
Reinforcement LearningIntroduction to Reinforcement Learning, Q-Learning, Policy Gradients, Deep Q Networks
AI & ML ProjectsProject Lifecycle, Data Collection, Model Building, Evaluation, Deployment

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