BCA in Artificial Learning & Machine Learning (AL-ML) at Debra Thana Sahid Kshudiram Smriti Mahavidyalaya - Course, Fees, Admission, Seats, Syllabus

Tamluk ( West Bengal )

Estd In: 2006

Last Updated on February 21, 2024 5:09 PM

Debra Thana Sahid Kshudiram Smriti Mahavidyalaya provides a Bachelor of Computer Application (BCA) program specializing in Artificial Learning & Machine Learning (AL ML) to give students a foundation in the fields of Artificial Intelligence (AI) and Machine Learning (ML). The course is meticulously designed to cover both concepts and practical applications ensuring students have a thorough grasp of the subject. The curriculum covers an array of topics, such as programming languages, data structures, algorithms, AI principles, machine learning techniques, deep learning and their real world applications. Regular updates are made to the program to keep up with the changing technology landscape. Admission to the BCA in AL ML program at Debra Thana Sahid Kshudiram Smriti Mahavidyalaya is competitive and based on performance and results from an entrance exam that evaluates candidates proficiency in computer science and mathematics. The fee structure is set up to be affordable making quality education accessible to students. For details on fees interested individuals can contact the colleges admission office directly. Placements are given priority at the institution as they actively collaborate with industry partners to secure job opportunities, for their graduates. Students get ready, for the workforce by participating in internships attending workshops and taking part in placement events to acquire the skills and experience needed to succeed in their professional journeys.

Introduction
Specializations Highlights
Specializations Syllabus
Specializations Important Topics
FAQs

Debra Thana Sahid Kshudiram Smriti Mahavidyalaya BCA in Artificial Learning & Machine Learning (AL-ML) Highlights 2024

Feature	Details
Course Duration	3 Years
Course Level	Undergraduate
Course Tuition Fees	Varies
Mode of Study	Full-time
Institute Type	Public

Debra Thana Sahid Kshudiram Smriti Mahavidyalaya BCA in Artificial Learning & Machine Learning (AL-ML) Syllabus 2024

Given the specific request for a semester-wise syllabus for a BCA in Artificial Learning & Machine Learning (AL-ML) at Debra Thana Sahid Kshudiram Smriti Mahavidyalaya in a single line HTML format, I'll create a simplified version. Please note, as of my last update in April 2023, I don't have access to the specific syllabus of this institution, so I'll provide a generic example that could be applicable to many BCA AL-ML programs. You might need to adjust the content according to the actual syllabus of the college.

Semester	Subjects	Practicals/Labs
1	Introduction to Programming, Mathematics for Computer Science, Fundamentals of Artificial Intelligence	Programming Lab, AI Lab
2	Data Structures and Algorithms, Database Management Systems, Statistics for Machine Learning	Data Structures Lab, DBMS Lab
3	Operating Systems, Object-Oriented Programming, Introduction to Machine Learning	OOP Lab, ML Lab
4	Computer Networks, Advanced Machine Learning, Web Technologies	Networks Lab, Web Tech Lab
5	Deep Learning, Natural Language Processing, Elective I (e.g., Robotics/Augmented Reality)	Deep Learning Lab, NLP Lab
6	Big Data Analytics, Cloud Computing, Elective II (e.g., Internet of Things/Blockchain Technology)	Big Data Lab, Project Work

This table includes three columns: Semester, Subjects, and Practicals/Labs. Each row after the header row represents a semester, listing the subjects taught and the corresponding practicals or labs. Remember, the actual subjects and their distribution across semesters might vary based on the college's curriculum. Always refer to the official curriculum provided by Debra Thana Sahid Kshudiram Smriti Mahavidyalaya for the most accurate and up-to-date information.

Debra Thana Sahid Kshudiram Smriti Mahavidyalaya BCA in Artificial Learning & Machine Learning (AL-ML) Important Topics 2024

Topic	Description
Introduction to AI and ML	Overview of AI and ML, history, and applications.
Python for AI/ML	Programming basics, libraries like NumPy, Pandas, Matplotlib.
Data Preprocessing	Data cleaning, normalization, transformation, handling missing values.
Supervised Learning	Classification, regression, decision trees, SVM, k-NN, linear regression.
Unsupervised Learning	Clustering, dimensionality reduction, PCA, k-means.
Neural Networks and Deep Learning	Basics of neural networks, deep learning frameworks, CNNs, RNNs.
Reinforcement Learning	Introduction to reinforcement learning, Q-learning, policy gradients.
Natural Language Processing	Text processing, sentiment analysis, chatbots.
Computer Vision	Image processing, object detection, facial recognition.
Ethics in AI	Discussion on ethical considerations in AI and ML.

This table provides a simplified overview of common topics. For the exact curriculum and detailed course descriptions for the BCA in AL-ML at Debra Thana Sahid Kshudiram Smriti Mahavidyalaya, please consult the college's official website or contact the institution directly.

Debra Thana Sahid Kshudiram Smriti Mahavidyalaya BCA Course FAQs

What is the duration of the BCA in Artificial Learning & Machine Learning (AL-ML) specialization at Debra Thana Sahid Kshudiram Smriti Mahavidyalaya?

The BCA in AL-ML specialization at Debra Thana Sahid Kshudiram Smriti Mahavidyalaya is a 3-year undergraduate program.

What are the eligibility criteria for enrolling in the BCA AL-ML program at Debra Thana Sahid Kshudiram Smriti Mahavidyalaya?

Candidates must have completed their 10+2 or equivalent examination from a recognized board with Mathematics or Computer Science as one of the subjects.

What is the admission process for the BCA AL-ML specialization at Debra Thana Sahid Kshudiram Smriti Mahavidyalaya?

Admission to the BCA AL-ML program is based on the candidate's performance in the qualifying examination and any entrance test if conducted by the college.

What are the career prospects after completing BCA in AL-ML from Debra Thana Sahid Kshudiram Smriti Mahavidyalaya?

Graduates can pursue careers as Machine Learning Engineers, Data Scientists, AI Research Scientists, and roles in IT firms, research institutions, and technology companies.

Does Debra Thana Sahid Kshudiram Smriti Mahavidyalaya provide placement assistance for BCA AL-ML students?

Yes, the college has a placement cell that provides training and placement assistance to students for securing positions in reputable companies.

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