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GGSIPU BCA in Artificial Learning & Machine Learning (AL-ML)

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

location Delhi ( Delhi / NCR )
location Estd In: 1998
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BCA in Artificial Learning & Machine Learning (AL-ML) at GGSIPU - Course, Fees, Admission, Seats, Syllabus
location
Delhi ( Delhi / NCR )
location
Estd In: 1998
Last Updated on February 06, 2024 9:46 PM
Guru Gobind Singh Indraprastha University (GGSIPU) is a known educational institution situated in New Delhi, India. Renowned for its excellence across fields GGSIPU offers a wide array of undergraduate and postgraduate programs, including the Bachelor of Computer Applications (BCA) specialization. The BCA program at GGSIPU aims to provide students with a foundation in computer science and its applications. It equips them with the skills and knowledge to thrive in the rapidly evolving realm of information technology. With an emphasis on learning and industry relevant curriculum GGSIPU ensures that BCA graduates are well prepared to meet the demands of the IT industry. Guru Gobind Singh Indraprastha University offers six specializations within the BCA program; Software Engineering, Web Development, Data Science, Artificial Intelligence, Cyber Security and Mobile Application Development. Each specialization is thoughtfully designed to cater to students specific interests and career aspirations while allowing them to develop expertise in their chosen field of study. By providing a range of BCA specializations Guru Gobind Singh Indraprastha University aims to offer students abundant opportunities to explore their passion for computer science and create a successful path, in the ever expanding IT industry.
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Table of Contents

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

Course DurationCourse LevelCourse Tuition FeesMode of StudyInstitute Type
3 yearsUndergraduateINR 1,00,000 per yearFull-timePublic

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

ModuleTopics
Introduction to AI & MLHistory of AI, Foundations of AI, Introduction to ML, Types of ML
Python for AI & MLPython Basics, Libraries for AI & ML (NumPy, Pandas, Matplotlib, Scikit-learn)
Data PreprocessingData Cleaning, Data Transformation, Feature Scaling, Handling Missing Data
Supervised LearningLinear Regression, Logistic Regression, Decision Trees, Support Vector Machines
Unsupervised LearningK-means Clustering, Hierarchical Clustering, PCA (Principal Component Analysis)
Neural Networks and Deep LearningIntroduction to Neural Networks, Deep Learning Frameworks, Convolutional Neural Networks, Recurrent Neural Networks
Natural Language ProcessingText Preprocessing, Word Embeddings, Sentiment Analysis, Language Models
Reinforcement LearningIntroduction to RL, Q-learning, Policy Gradients, Use Cases of RL
AI & ML ProjectsProject Ideation, Dataset Collection, Model Building, Evaluation and Deployment
This table outlines a general structure of what an AI & ML course might cover, but specific modules, topics, and their depth can vary greatly between courses and institutions. Always refer to the official course syllabus for the most accurate information.

GGSIPU BCA Course FAQs

What is the duration of the BCA in AL-ML course at Guru Gobind Singh Indraprastha University?
The BCA in Artificial Learning & Machine Learning (AL-ML) course at Guru Gobind Singh Indraprastha University is a full-time program that spans over 3 years, divided into 6 semesters.
What are the eligibility criteria for enrolling in the BCA in AL-ML course?
Candidates must have passed 10+2 or equivalent with a minimum of 50% marks in aggregate with Mathematics and English as compulsory subjects. Admission is also subject to performance in the university's entrance examination.
What is the focus of the BCA in AL-ML program?
The BCA in AL-ML program is designed to provide students with a strong foundation in computer applications with specialized knowledge in Artificial Intelligence and Machine Learning. It focuses on equipping students with the skills to design intelligent systems and to solve complex problems using AI and ML techniques.
Are there any internship opportunities available during the BCA in AL-ML course?
Yes, the program includes mandatory internships that allow students to gain practical experience in the industry. These internships are designed to provide hands-on experience and to help students apply theoretical knowledge to real-world problems.
What are the career prospects after completing the BCA in AL-ML from Guru Gobind Singh Indraprastha University?
Graduates of the BCA in AL-ML program have a wide range of career opportunities in the field of Artificial Intelligence and Machine Learning. They can pursue roles such as AI/ML Engineer, Data Scientist, Machine Learning Analyst, AI Research Scientist, and many more in various industries including technology, finance, healthcare, and entertainment.

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