Master of Computer Application | MCA in Machine Learning

An online MCA in Machine Learning from Amity University (AU) is a postgraduate degree. Further, the program is offered in online mode by the University. The program focuses on teaching students about the fundamentals of computer science, mathematics, and statistics. They also teach about algorithms for machine learning. Furthermore, they emphasize data preprocessing, data cleaning, feature engineering, and data visualization techniques. The most significant area of machine learning is natural language processing (NLP). Moreover, the techniques help students understand, interpret, and generate human language that helps lead applications like sentiment analysis, chatbots, and translating languages. There are various opportunities after an online MCA in machine learning engineering, data science, artificial intelligence(AI) research, natural language processing, computer vision engineering, data engineering, AI product management, machine learning consultant, AI ethics specialist, etc. The program is of two years divided into four semesters. The course curriculum includes subjects Core Java, Advanced Software Engineering Principles, Network Security and Cryptography, Cloud Infrastructure and Services, Research Methodology, Introduction to Machine Learning, Cognitive Analytics, and Social Skills for Professionals, etc. Moreover, they often teach some topics during an online MCA in Machine Learning. Some topics include supervised learning, regression analysis, support vector machines, clustering algorithms, dimensionality reduction, model evaluation, validation, distributed computing, etc. Moreover, after the course curriculum, students will gain soft skills after completing an online MCA in Machine Learning. Such skills include time management, communication, problem-solving, critical thinking, teamwork, collaboration, leadership, emotional intelligence, presentation, etc. Amity University(AU) has provided opportunities for students to learn through the online portal. Furthermore, an online degree in AI and ML helps students become an asset in Machine Learning.

Online MCA in Machine Learning is for students-

• Students want to enhance and develop their knowledge of the subject Master’s of Computer Applications in Machine Learning. They can get in-depth information about the topics covered during the curriculum. 
• Students can’t afford to attend regular classes and want to manage their work and job roles. Furthermore, they can attend online classes and learn at their convenience. 
• Students can gain theoretical and practical skills after completing an online MCA in machine learning. 
• Students who want to choose Machine Learning as their work field should take this course to advance their skills and knowledge. There are various career options that students can choose from after completing a Machine Learning course from Amity University (AU).
• Students with skills like problem-solving, critical thinking, and teamwork can work closely with staff members and clients to efficiently handle and resolve issues related to machine learning. 
• Students with leadership qualities and communication skills can manage several tasks related to the human resource of any organization. Such tasks include negotiating, team management, interpersonal communication, organizational leadership, etc. 

Moreover, students can develop various skills after completing an MCA in Machine Learning from Amity University (AU). 

About Amity University

Amity University (AU) is a trusted, accredited, and respected university that provides various undergraduate and postgraduate courses. Amity University (AU) has provided a brand new learning experience to students with an online mode of education. The program is for students who do not attend regular classes and do not feel disadvantaged. Furthermore, they provide audiobooks to help them learn through listening as they can work along with their studies. Also, there are e-learning materials like e-books and videos that help students to get leverage of distance learning.  Moreover, they provide books at your doorstep as it is very important to learn through physical books that have a great advantage over the digital world.  Professional experts and guides are available 24×7 to help students with guidance and expert advice with their learning from Amity University (AU). Several opportunities are available so students can set their careers via internship by building up resumes and helping them highlight their skills. Moreover, the University has UGC approval and has made a place in one of the best online learning platforms.  Furthermore, there are various disciplines to which students can apply. Some subjects are finance, media & journalism, travel & tourism, information technology, etc. Every year several recruiters come for placements. Some famous recruiters are Airtel, Flipkart, Adobe, Cisco, Ariel, Yamaha, MTX, Accenture, etc. 

Admission Process

The process of application at Amity University (AU) is quite simple. It is a direct process. Firstly, after finding the application form online on the website. Students should check their eligibility criteria. Furthermore, the eligibility criteria are as follows:

•  Minimum of 50% score for the general category 
• And a minimum of 45% of marks for the reserved category.

From a recognized university for applying to the postgraduate program. 

Career Opportunities after an online MCA in Machine Learning

The government is focusing on Machine Learning and AI, as per EnergyWorld. We already see the benefits of Artificial Intelligence and Machine Learning in India. The use of AI and ML is going to add an estimated 500 Billion Dollars to the Indian economy by the year 2025 (Source – Times of India). Moreover, all these factors are an indication of the job boom that we are going to witness in this area. Lastly, with an online MCA in Machine Learning from Amity University (AU), individuals can explore a variety of professional opportunities, such as:

Machine Learning Engineer

The work of a Machine Learning Engineer is to design, build, and deploy models of machine learning and its systems. Further, a machine learning engineer handles programming languages, machine learning algorithms, machine learning algorithms, preprocessing data, analyzing data, visualizing data, model evaluation, and validation. Moreover, they should have many soft skills like communicating effectively, problem-solving, collaborating, thinking analytically, etc. 

Data Scientist

The work of a Data Scientist is to research and analyze large data sets to extract insights and patterns. They help in making data-driven decisions. Furthermore, the technical skills of data scientists are data manipulation, analyzing regression, data preprocessing, data visualization, managing databases, SQL knowledge, etc. Some of the soft skills of data scientists are domain knowledge, continuous learning, curiosity, and adaptability to try different approaches. 

AI Research Scientist

The work of an AI Research Scientist is to analyze and develop methods for enhancing and developing artificial intelligence systems and concepts. Furthermore, the technical skills of AI research scientists are proficiency in programming languages like Java, C++, and Python. Some other skills are AI Frameworks, Mathematics, manipulating data, designing algorithms, distributed computing, etc. Along with soft skills like problem-solving, analytical thinking, creativity, curiosity, project management, presentation skills, and many more. 

Natural Language Processing Specialist

The work of Natural Language Processing Specialists is to look after various range of applications like chatbots, speech recognition, sentiment analysis, translating languages, etc. The technical skills NLPs look after are NLP Libraries, Text preprocessing, language models, machine learning algorithms, and techniques like Naive Bayes, Support Vector Machines (SVM), and models for deep learning. Moreover, some soft skills are communication, problem-solving, collaboration, domain knowledge, privacy awareness, creativity, and many more. 

Computer Vision Engineer

The work of a Computer Vision Engineer is to look after visual information related to computer applications. Furthermore, they develop algorithms and machines to understand videos and images. Various technical skills of a Computer Vision Engineer are computer vision libraries, framework, image processing, feature extraction, object detection, object tracking, image segmentation, etc. The various soft skills of computer vision engineers are communication, curiosity, continuous learning, time management, creativity, etc.

AI Consultant

The work of Artificial Intelligence is to find artificial intelligence solutions to fulfil the gaps between technical AI capabilities and the needs of the business. Furthermore, the technical skills that AI Consultants should have are data interpretation, analyzing data, AI solution design, AI model evaluation, big data technologies, data preprocessing, feature engineering, etc., Moreover, the soft skills are problem-solving, analytical thinking, presentation skills, relationship building, project management, etc.  Students can apply for several other career opportunities after completing the Master of Computer Application or an MCA in online Machine Learning from Amity University (AU). Some of the few career options available are Data Engineer, AI Product Manager, Marketing and Customer Analytics, Predictive Analytics Specialist, Finance and business analytics, and many more.