BCA in Artificial Learning & Machine Learning (AL-ML) at Echelon Institute of Technology - Course, Fees, Admission, Seats, Syllabus

Faridabad ( Haryana )

Estd In: 2007

Last Updated on February 20, 2024 6:19 PM

The BCA program in Artificial Learning & Machine Learning (AL ML) offered by Echelon Institute of Technology is an advanced course that aims to equip students with the necessary knowledge to succeed in the dynamic fields of artificial intelligence and machine learning. This comprehensive program covers a range of subjects, such as data structures, algorithms, machine learning principles, deep learning and neural networks. It ensures that students gain an understanding of both theoretical concepts and practical applications. When it comes to fees Echelon Institute of Technology has designed the BCA in AL ML program to be financially feasible without compromising on standards. To get information about the current fee structure prospective students are advised to directly contact the institute as it may vary depending on certain factors. The selection process for this program typically involves evaluating applicants academic background with a focus on mathematics and computer science proficiency. In some cases there might be an entrance examination or an interview to assess candidates suitability for the program. Echelon Institute of Technology is known for its emphasis, on placements. The institute has a placement cell that actively supports students in preparing for their professional journey. The institute has connections with the industry, which provides excellent chances for students to secure internships and jobs in top tech companies and startups. These opportunities are specifically related to intelligence and machine learning roles. In all pursuing a BCA in AI ML at Echelon Institute of Technology is a remarkable choice, for students who aspire to excel in the fields of AI and ML. The program offers a rounded academic curriculum, hands on experience and strong career guidance.

Introduction
Specializations Highlights
Specializations Syllabus
Specializations Important Topics
FAQs

Echelon Institute of Technology BCA in Artificial Learning & Machine Learning (AL-ML) Highlights 2024

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Highlight	Details
Course Duration	3 Years
Course Level	Undergraduate
Course Tuition Fees	Rs. 1,20,000 (Approx.)
Mode of Study	Full-time
Institute Type	Private

Please note, the tuition fees and other details are placeholders and should be updated with the actual information from Echelon Institute of Technology for their BCA in Artificial Learning & Machine Learning (AL-ML) program.

Echelon Institute of Technology BCA in Artificial Learning & Machine Learning (AL-ML) Syllabus 2024

Semester 1	Semester 2	Semester 3	Semester 4	Semester 5	Semester 6
Introduction to Programming	Data Structures	Object-Oriented Programming	Database Management Systems	Machine Learning Fundamentals	Advanced Machine Learning
Discrete Mathematics	Operating Systems	Software Engineering	Web Technologies	Artificial Intelligence	Deep Learning
Computer Fundamentals and Office Automation	Computer Organization and Architecture	Principles of Management	Computer Networks	Natural Language Processing	Capstone Project

Please note, this table is a simplified and generic example. The actual syllabus can include more specific subjects, practical labs, electives, and project work specific to the BCA in AL-ML program at Echelon Institute of Technology. You should consult the institute's official website or contact the administration directly for the accurate and detailed syllabus.

Echelon Institute of Technology BCA in Artificial Learning & Machine Learning (AL-ML) Important Topics 2024

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Module	Topics
Introduction to AI & ML	History of AI, Basics of Artificial Intelligence and Machine Learning, Differences between AI, ML, and Deep Learning
Python for AI & ML	Python Basics, Libraries for AI & ML (NumPy, Pandas, Matplotlib, Scikit-learn)
Data Preprocessing	Data Cleaning, Data Transformation, Handling Missing Values, Feature Scaling
Machine Learning Algorithms	Supervised Learning, Unsupervised Learning, Reinforcement Learning, Algorithms like Linear Regression, Logistic Regression, Decision Trees, SVM, KNN, Clustering, Dimensionality Reduction Techniques
Deep Learning	Neural Networks, CNN, RNN, LSTM, TensorFlow, Keras
Natural Language Processing (NLP)	Text Preprocessing, Tokenization, Stemming, Lemmatization, Word Embeddings, Sentiment Analysis, Chatbots
AI & ML Projects	Project Lifecycle, Problem Statement Definition, Dataset Collection, Model Building, Evaluation, Deployment

This table provides a concise overview of the curriculum, focusing on the core modules and topics covered in the Artificial Learning & Machine Learning specialization of the BCA program at Echelon Institute of Technology.

Echelon Institute of Technology BCA Course FAQs

What are the eligibility criteria for the BCA in Artificial Learning & Machine Learning (AL-ML) at Echelon Institute of Technology?

The eligibility criteria for the BCA in AL-ML at Echelon Institute of Technology typically include a minimum of 50% marks in 10+2 or equivalent examination with Mathematics/Information Practices as one of the subjects. However, it's advisable to check the latest criteria on the institute's official website or contact the admissions office directly for the most current information.

How much are the fees for the BCA in Artificial Learning & Machine Learning (AL-ML) program at Echelon Institute of Technology?

The fees for the BCA in AL-ML program at Echelon Institute of Technology can vary from year to year. For the most accurate and up-to-date information regarding the fee structure, it's recommended to visit the institute's official website or contact the admissions office directly.

What is the selection process for the BCA in AL-ML program at Echelon Institute of Technology?

The selection process for the BCA in AL-ML program at Echelon Institute of Technology generally involves a review of the applicant's academic records, performance in qualifying examinations, and sometimes a personal interview. Specific details about the selection criteria and process can be found on the institute's official website or by contacting the admissions office.

Is there a cut off mark for admission into the BCA in AL-ML program at Echelon Institute of Technology?

Yes, there is usually a cut off mark for admission into the BCA in AL-ML program at Echelon Institute of Technology, which is based on the performance in the qualifying examination. The exact cut off can vary each year depending on the applicant pool and admission criteria. For the most current cut off marks, please refer to the institute's official website or contact the admissions office.

What are the placement opportunities after completing the BCA in AL-ML from Echelon Institute of Technology?

Echelon Institute of Technology has a dedicated placement cell that works towards providing placement opportunities to its students. After completing the BCA in AL-ML, students have been placed in various reputed companies in roles related to artificial intelligence, machine learning, data analysis, software development, and more. For detailed information on past placement records and companies visiting the campus, it's best to contact the placement cell or visit the institute's official website.

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