BCA in Artificial Learning & Machine Learning (AL-ML) at Nimbus Academy of Management - Course, Fees, Admission, Seats, Syllabus

As of my check in April 2023 it may be a bit tricky to find detailed specifics about the BCA program in Artificial Learning & Machine Learning (AL ML) at Nimbus Academy of Management or any other school due to the ever changing nature of course offerings and updates. However I can give you an outline on how you could organize the information once you get the exact details. Just remember it's always best to check the actual details directly from Nimbus Academy of Management or their official channels. | **Aspect** | **Details** | | | | | **Duration** | *for instance around 3 years* | | **Level** | *Undergraduate level* | | **Fees** | *like INR X Lakh for the program* | | **Study Format** | *such, as time/Part time/Online* | | **Institution Type** | */Public institution* | For the precise and current information its recommended to visit Nimbus Academy of Managements official website or contact their admissions office directly. "They can give you the up to date information about the courses available such as the BCA, in Artificial Learning & Machine Learning (AL ML) fees, study options and other details."

Based on my recent update in April 2023 I do not have access to real time databases or specific course outlines for institutions like Nimbus Academy of Management or any other educational establishments. The content of course outlines can differ greatly from one school to another. May change annually based on technological advancements, faculty decisions and industry requirements. Nevertheless I can offer an overview of what a Bachelor of Computer Applications (BCA) program with a focus on Artificial Intelligence (AI) and Machine Learning (ML) could cover. This overview is based on subjects and themes found in similar programs at various institutions. For details, about the syllabus it is recommended to reach out directly to Nimbus Academy of Management or visit their official website. In the year you'll learn about programming basics using popular languages like Python essential for AI and ML. You'll also dive into mathematical concepts such as discrete math, calculus and statistics to grasp algorithms better. Understanding computer fundamentals, including hardware, software and productivity tools is another part of the curriculum. Additionally there will be a course on Artificial Intelligence that explores its history, philosophy and ethical implications. Moving into the year you'll delve deeper into advanced programming with a focus on object oriented languages like Java or Python. Database Management Systems will be introduced to familiarize you with databases, SQL and NoSQL systems, for handling data in AI/ML projects. You'll also study Operating Systems to understand their functions in deploying and managing AI applications. In the year of the program students delve into deep learning, which focuses on intricate neural networks like convolutional neural networks (CNNs) and recurrent neural networks (RNNs). They also explore Natural Language Processing (NLP) where they learn techniques for analyzing and processing human language data. The curriculum includes Computer Vision, teaching methods for computers to interpret images and videos. Additionally students study Reinforcement Learning, which involves algorithms for decision making and game theory applications, in AI. The Capstone Project offers an opportunity for students to apply their acquired knowledge in a setting.

Artificial Learning (AL) Topics	Machine Learning (ML) Topics
Introduction to Artificial Intelligence	Supervised Learning Techniques
Logic and Planning	Unsupervised Learning Techniques
Knowledge Representation	Neural Networks and Deep Learning
Expert Systems	Decision Trees and Random Forests
Natural Language Processing	Support Vector Machines
Robotics and Perception	Ensemble Learning
Search Algorithms	Clustering and Dimensionality Reduction
Game Theory and Strategy	Reinforcement Learning
Machine Learning in AL	Model Evaluation and Fine-Tuning

This table outlines a general structure of important topics for a BCA in Artificial Learning & Machine Learning (AL-ML) at Nimbus Academy of Management, assuming a broad curriculum. For the most accurate and detailed syllabus, please refer to the official Nimbus Academy of Management resources or website.