Artificial Intelligence and Machine Learning

Academic

Department

Artificial Intelligence and Machine Learning

Enquiry Form

    ABOUT DEPARTMENT

    The Department of Computer Science and Engineering (CSE) at Ideal Institute of Engineering offers a comprehensive four-year undergraduate program specializing in Machine Learning (ML) and Artificial Intelligence (AI). The primary aim of this program is to cultivate technically adept professionals equipped with advanced skills in AI algorithms for evolving learning systems.

    Our B.Tech program in Artificial Intelligence and Machine Learning is meticulously designed to provide students with a robust foundation in AI theories and techniques. These encompass machine learning, deep learning, statistics, probabilistic models, data visualization, logic, and knowledge representation. Ideal candidates for this course are individuals eager to acquire cutting-edge skills in AI and machine learning, positioning themselves as front runners in the rapidly advancing technological landscape.

    The Department of CSE stands out as one of the most sought-after career paths today. In the era of big data, which began around 2010, managing vast amounts of semi-structured and unstructured data became a paramount concern for enterprises worldwide. As noted by the Harvard Business Review, data scientists, equipped with both technical expertise and curiosity, emerged as key assets for unlocking insights from big data. Consequently, industries heavily prioritize professionals skilled in data science and business analytics.

    Our curriculum encompasses a diverse range of topics essential for mastering AI and machine learning, including:

    – Machine learning

    – Deep learning

    – Python programming language

    – C programming language (for foundational logic building)

    – Convolutional neural networks

    – Recurrent neural networks

    – Artificial neural networks

    – Computer vision

    – Statistics

    – Probabilities

    – Data structures and algorithms

    – Database management systems

    Vision:

    Our vision is to nurture the next generation of data scientists by providing unparalleled guidance and leveraging state-of-the-art tools in machine learning, deep learning, big data, and data science.

    Mission:

    1. Provide students with hands-on experience to solidify their understanding of data science and artificial intelligence fundamentals.
    2. Encourage students to explore data across multidisciplinary domains using cutting-edge technologies and effective teaching methodologies.
    3. Prepare students for diverse career paths, including job placements, entrepreneurship, industrial design, and research and development.
    4. Foster student engagement through collaborations with industry institutes and various organizations.

    Training and Placement Activities:

    Our Training and Placement (T&P) Cell bridges the gap between academia and industry, ensuring students secure their dream jobs through concerted efforts. We host recruitment drives regularly, attracting top-tier companies across various sectors. With our campus facilities and hospitality, we provide an ideal setting for companies to conduct large-scale recruitment activities, establishing strong partnerships with leading industry players.