search
CGI bangalore BCA in Artificial Learning & Machine Learning (AL-ML)

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

location Bangalore ( Karnataka )
location Estd In: 2016
More Info
×
BCA in Artificial Learning & Machine Learning (AL-ML) at CGI bangalore - Course, Fees, Admission, Seats, Syllabus
location
Bangalore ( Karnataka )
location
Estd In: 2016
Last Updated on February 20, 2024 5:06 PM
The Cavalier Institutions program stands as a comprehensive educational initiative designed to provide individuals with a thorough understanding of various facets of leadership, ethics and strategic thinking in both military and civilian contexts. This program, often associated with academies or institutions that prioritize the development of future leaders takes a multidisciplinary approach by combining history, political science, psychology and military tactics. The curriculum is carefully structured to promote thinking, effective communication and ethical decision making among participants. By incorporating both knowledge and practical exercises the program aims to equip students not only for leadership roles within the military but also for influential positions in civilian sectors. It emphasizes the transferability of skills and values it imparts. Through fostering a sense of duty, honor and service the Cavalier Institutions program endeavors to shape individuals who can make significant contributions, to their communities and society at large.
Show More

Table of Contents

CGI bangalore BCA in Artificial Learning & Machine Learning (AL-ML) Syllabus 2024

As of my recent update in April 2023 I don't have access to the specific course syllabi for institutions like Cavalier Institutions. Course details can vary significantly between institutions. May change over time. However I can give you an overview of the topics typically covered in a Bachelor of Computer Applications (BCA) program with a focus on Artificial Intelligence (AI) and Machine Learning (ML). This outline should provide you with an understanding of the subjects you can expect to study in such a program. Please note that for the accurate and up, to date syllabus it is advisable to visit Cavalier Institutions official website or contact them directly. Computer Networks Choose one course from Elective 1 such as Web Development or Mobile App Development. Semester 4; Learn the fundamentals of Machine Learning. Gain an understanding of Deep Learning. Study Probability and Stochastic Processes. Engage in practical implementation through the AI and ML Lab. Select another elective course from Elective 2 like Natural Language Processing or Image Processing. Year 3; Advanced Topics and Specializations Semester 5; Dive deeper into Advanced Machine Learning. Explore Reinforcement Learning. Master Big Data Analytics. Begin working on Project Work (Part 1) involving AI/ML. Consider an elective course from Elective 3 such as Robotics, Cybersecurity in AI or Cloud Computing for AI. Semester 6; Focus on Neural Networks and their applications. Examine the Ethical and Social Implications of AI. Learn how AI is used in Business and Industry settings. Continue with Project Work (Part 2) involving AI/ML. Select an elective course from Elective 4 like Advanced Web Technologies, IoT, in AI or Blockchain Technology. Additional Components; Participate in workshops to stay updated on tools and technologies related to AI/ML. Attend seminars led by industry experts. Avail internship opportunities to gain experience. Complete a capstone project during the year to apply learned skills.

CGI bangalore BCA in Artificial Learning & Machine Learning (AL-ML) Important Topics 2024

ModuleTopics
Introduction to AL & MLHistory of AI, Basics of Machine Learning, Difference between AI, ML, and Deep Learning
Data PreprocessingData Cleaning, Data Integration, Data Transformation, Data Reduction
Supervised LearningLinear Regression, Logistic Regression, Decision Trees, Support Vector Machines
Unsupervised LearningK-means Clustering, Hierarchical Clustering, Principal Component Analysis
Neural Networks and Deep LearningPerceptrons, Backpropagation, Convolutional Neural Networks, Recurrent Neural Networks
Natural Language ProcessingTokenization, Stemming, Lemmatization, Word Embeddings
Reinforcement LearningMarkov Decision Processes, Q-Learning, Policy Gradient Methods
Special TopicsGenerative Adversarial Networks, Autoencoders, Reinforcement Learning in Gaming

CGI bangalore BCA Course FAQs

What is the eligibility criteria for the BCA in Artificial Learning & Machine Learning (AL-ML) at Cavalier Institutions?
The eligibility criteria for the BCA in AL-ML at Cavalier Institutions require candidates to have completed 10+2 or equivalent examination from a recognized board with Mathematics as a subject. The minimum percentage required can vary, so it's advisable to check the latest updates on the institution's official website.
What are the course fees for BCA in Artificial Learning & Machine Learning (AL-ML) at Cavalier Institutions?
The course fees for BCA in AL-ML at Cavalier Institutions can vary depending on various factors such as the year of study, any additional fees, and so on. For the most accurate and up-to-date information, prospective students should refer to the official Cavalier Institutions website or contact the admissions office directly.
What entrance exams are accepted for admission into the BCA in AL-ML program at Cavalier Institutions?
Cavalier Institutions may accept scores from national or state-level entrance exams for computing or IT programs. However, specific exams accepted can change, so it's important to consult the institution's admissions guidelines for the most current information.
What is the selection process for the BCA in AL-ML program at Cavalier Institutions?
The selection process for the BCA in AL-ML program at Cavalier Institutions typically involves a review of the applicant's academic record, scores from accepted entrance exams, and possibly a personal interview. The exact process can vary, so applicants should check the institution's admissions policy.
Are there any scholarships available for the BCA in AL-ML program at Cavalier Institutions?
Cavalier Institutions may offer scholarships to eligible students based on merit, financial need, or other criteria. Interested applicants should check the institution's website or contact the financial aid office for detailed information on available scholarships, eligibility criteria, and application procedures.

Top BCA Colleges in India

Know More Apply Now
×
lead form
Want to pursue BCA and improve your career options ? We can help you !!
Share your contact Details and we will connect with you ASAP!

    ×
    tick mark icon