BCA in Artificial Learning & Machine Learning (AL-ML) at Central Point College - Course, Fees, Admission, Seats, Syllabus

As of my recent update in April 2023 I'm not able to access the specific syllabus for Central Point Colleges BCA program in Artificial Learning & Machine Learning (AL ML) or any other institutions course details. However I can provide you with an overview of what a BCA program with a focus on Artificial Intelligence (AI) and Machine Learning (ML) might include. This overview covers the core subjects and optional courses commonly found in programs. Please note that, for the syllabus it's best to refer to the colleges official website or reach out to them directly. Here is the course structure for the AI and ML program; Year 1; Database Management Systems Discrete Mathematics Principles of Management Web Technologies Year 2; Core Concepts Semester 3; Operating Systems Software Engineering Computer Networks Introduction to Artificial Intelligence Linear Algebra for AI & ML Methods for AI & ML Semester 4; Design and Analysis of Algorithms Machine Learning Fundamentals Deep Learning Fundamentals AI & ML Lab (using Python) Elective 1 (e.g. Natural Language Processing, Robotics, etc.) Professional Ethics and Human Values Year 3; Specialization and Project Semester 5; Advanced Machine Learning Neural Networks and Fuzzy Logic Big Data Analytics Elective 2 (e.g., Computer Vision, Reinforcement Learning, etc.) Elective3 (e.g., IoT for AI Blockchain Fundamentals, etc.) Mini Project Semester6; Cloud Computing for AI & ML Elective4 (e.g. Quantum Computing, Advanced Robotics, etc.) Elective5 (e.g. Cyber Security Fundamentals, Advanced Web Technologies, etc.) Major Project Electives; The elective courses allow students to specialize in areas of their interest. Some possible electives include; Natural Language Processing Reinforcement Learning computer Vision IoT, for AI blockchain Fundamentals Quantum Computing Cyber Security Fundamentals

Sure, here's a simplified representation of important topics typically taught in a BCA program focusing on Artificial Learning & Machine Learning (AL-ML) at Central Point College, formatted in a single-line HTML table:

Module	Topics
Introduction to AL-ML	History of AI, Basics of Machine Learning, Difference between AI, ML, and Deep Learning
Data Preprocessing	Data Cleaning, Data Transformation, Feature Scaling, Handling Missing Values
Supervised Learning	Linear Regression, Logistic Regression, Decision Trees, Support Vector Machines
Unsupervised Learning	K-means Clustering, Hierarchical Clustering, PCA (Principal Component Analysis)
Neural Networks and Deep Learning	Basics of Neural Networks, CNN (Convolutional Neural Networks), RNN (Recurrent Neural Networks)
Reinforcement Learning	Introduction to Reinforcement Learning, Q-learning, Policy Gradient Methods
Natural Language Processing (NLP)	Text Preprocessing, Word Embeddings, Sentiment Analysis, Chatbots
Tools and Libraries	Python, NumPy, Pandas, Matplotlib, Scikit-learn, TensorFlow, PyTorch

Please note, the actual course content might vary based on the specific curriculum updates and elective choices offered by Central Point College. Always refer to the official college website or academic catalog for the most current information.