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

Bangalore ( Karnataka )

Estd In: 2005

Last Updated on February 20, 2024 6:31 PM

We are excited to introduce the Bachelor of Computer Applications (BCA) program in Artificial Learning & Machine Learning (AL ML) at Harsha Institutions. This innovative course has been carefully designed to provide students with an understanding of the core principles and advanced techniques in the rapidly evolving fields of Artificial Intelligence (AI) and Machine Learning (ML). Taught by a team of experts and housed within our state of the art facilities our program aims to nurture the next generation of innovators and leaders in the technology industry. Whether you have aspirations to revolutionize existing sectors or develop solutions for global challenges our BCA in AL ML provides an excellent foundation, for your ambitious journey ahead.

Introduction
Specializations Highlights
Specializations Syllabus
Specializations Important Topics
FAQs

Harsha Institutions BCA in Artificial Learning & Machine Learning (AL-ML) Highlights 2024

As of my recent update in April 2023 it may not be easy to find specific information about the BCA program in Artificial Learning & Machine Learning (AL ML) at Harsha Institutions. The tuition fees could. Be unavailable or subject to variation. However I can provide you with an outline based on typical characteristics of such programs. For the accurate and up to date details I recommend visiting Harsha Institutions official website or contacting them directly. Here is a general template that can give you an idea; Course Duration; Usually lasts for 3 years. Course Level; Designed for students. Tuition Fees; Can vary significantly (Please check the institutions website for precise information). Mode of Study; It offers both time and part time options depending on the institution. Institute Type; It can be either private or public depending on the institution. It's important to note that the mode of study can include on campus, online or a combination of both depending on what each institution offers. Additionally factors like location, reputation and funding ( vs. Private) can greatly influence tuition fees. For up to date information regarding Harsha Institutions BCA program, in Artificial Learning & Machine Learning (AL ML) please refer to their official website or get in touch with them directly.

Harsha Institutions BCA in Artificial Learning & Machine Learning (AL-ML) Syllabus 2024

Semester	Subjects
Semester 1	Introduction to Programming, Mathematics for Computer Science, Fundamentals of Computer Systems, Introduction to Artificial Intelligence, English for Communication
Semester 2	Object-Oriented Programming, Data Structures, Digital Logic and Design, Probability and Statistics, Environmental Studies
Semester 3	Database Management Systems, Operating Systems, Design and Analysis of Algorithms, Linear Algebra, Machine Learning Fundamentals
Semester 4	Computer Networks, Web Technologies, Advanced Database Management Systems, Discrete Mathematics, Deep Learning Basics
Semester 5	Artificial Neural Networks, Natural Language Processing, Big Data Analytics, Robotics and Automation, Elective I
Semester 6	Cloud Computing, Internet of Things, Advanced Machine Learning, Project Work, Elective II

Harsha Institutions BCA in Artificial Learning & Machine Learning (AL-ML) Important Topics 2024

Module	Important Topics
Introduction to AL & ML	History of AI, Basics of Machine Learning, Difference between AI, ML, and Deep Learning
Python for AI & ML	Data Types, Control Structures, Functions, Libraries (NumPy, Pandas), Data Visualization
Mathematics for AI & ML	Linear Algebra, Calculus, Probability, Statistics
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, Convolutional Neural Networks (CNN), Recurrent Neural Networks (RNN), TensorFlow and Keras
Natural Language Processing (NLP)	Text Preprocessing, Word Embeddings, Sentiment Analysis, Chatbots
AI & ML Project Management	Project Lifecycle, Agile and Scrum Methodologies, Project Planning and Execution
Ethics in AI & ML	Ethical Implications, Bias in AI, Privacy and Security, Future of AI and ML

Harsha Institutions BCA Course FAQs

What is the duration of the BCA in Artificial Learning & Machine Learning (AL-ML) course at Harsha Institutions?

The BCA in AL-ML course at Harsha Institutions is a 3-year undergraduate program.

What are the eligibility criteria for enrolling in the BCA AL-ML course at Harsha Institutions?

Candidates must have completed their 10+2 or equivalent examination with Mathematics as a subject from a recognized board.

What is the focus of the BCA AL-ML course at Harsha Institutions?

The course focuses on imparting knowledge in key areas of artificial intelligence and machine learning, including deep learning, neural networks, Python programming, data analytics, and more.

Are there any internship opportunities available for BCA AL-ML students at Harsha Institutions?

Yes, Harsha Institutions provides internship opportunities with leading tech companies and startups to help students gain practical experience in the field of artificial intelligence and machine learning.

What are the career prospects after completing the BCA in AL-ML from Harsha Institutions?

Graduates can pursue careers as AI specialists, machine learning engineers, data analysts, software developers, and more in various industries such as IT, healthcare, finance, and automotive.

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