What Do We Teach?
Explore Our Multidisciplinary Course Catalog: DBMS, Python, Machine Learning, Big Data, Explainable AI, SQL, PL/SQL, and More. Crafted by Esteemed University Professors, Aligned with the Syllabi of Leading Universities
Our Mission & Vision
Our mission is to provide free, high-quality computer science education to anyone, anywhere. We believe that computer science is a fundamental skill for the modern world, and we are committed to making it accessible to everyone. Join us on our journey to learn computer science and unlock your potential.
Prof. Parteek Bhatia
Visiting Professor, Whitman College,
Walla Walla, WA, USA, 99362
Professor
Department of Computer Science & Engineering
Thapar Institute of Engineering & Technology, Patiala
www.parteekbhatia.com
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Welcome to our PL/SQL course, where you'll embark on an exciting journey into the world of Oracle's powerful procedural language for SQL.
This in-depth program encompasses essential PL/SQL concepts, including foundational topics like variables, conditional and loop statements, exception handling, cursor management, sub-programs, procedures, and triggers. By mastering PL/SQL through this course, you'll gain the expertise needed to excel in the field of database development. Furthermore, it will provide a strong foundation for performing well in a DBMS course, opening doors to an array of exciting opportunities.
This specialized course is crafted to impart computer science skills using our native language, Punjabi. It covers Python in very simplified way, all presented in Punjabi.
Developed by Dr. Wiliamjeet Singh, an Assistant Professor in the Department of Computer Science and Engineering at Punjabi University, Patiala, along with contributions from team members Rajwinder Kaur and Harshmeet Singh.
Struggling with programming? If you find it challenging to develop logic and approach coding problems, then our course is tailor-made for you. This course empowers you with essential Computational Problem-Solving Skills, the foundation for mastering any programming language. We'll use Python for skill development because of its simplicity, allowing you to focus on logic rather than syntax errors. Remember, while you can find code on the internet, logic is something you must cultivate, and this course offers an ideal platform to hone your logic-building skills. It's perfect for beginners eager to learn computational problem-solving and Python.
Embark on a journey into the fascinating world of Database Management Systems (DBMS) with our online course. Our extensive curriculum encompasses crucial topi such as the significance of DBMS, its three-level architecture, the relational model, keys, ER model, ER model to tables conversion, normalization, transactions, concurrency, and recovery control. Rest assured, this course will not only enhance your academic performance but also equip you with the skills required for success in placement and competitive examinations.
In today's modern landscape, eXplainable Artificial Intelligence (XAI) has risen to paramount importance. This course delves deep into the world of AI transparency, enabling learners to distinguish between "glass box," "white box," and "black box" machine learning models. It categorizes XAI based on scope, agnosticity, data types, and explanation techniques, while emphasizing the delicate balance between accuracy and interpretability. Practical insights are provided through the application of Microsoft's InterpretML package, facilitating the generation of explanations for machine learning models. The course also underscores the necessity of counterfactual and contrastive explanations. It covers the working principles and mathematical underpinnings of leading XAI techniques, including LIME, SHAP, DiCE, LRP, and counterfactual and contrastive explanations. Participants will apply these techniques to elucidate black-box models across diverse datasets, spanning tabular, textual, and image domains, ensuring they are equipped to navigate and enhance AI interpretability in the modern era.
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Welcome to our Machine Learning course, your gateway to the fascinating world of artificial intelligence and data-driven decision-making. Whether you're a newcomer eager to explore the foundations of ML or a professional seeking to advance your expertise, our course is designed to provide you with a solid understanding of the principles, algorithms, and applications of machine learning. Throughout this journey, you'll uncover the magic behind algorithms that enable computers to learn and make predictions from data, equipping you with the skills to leverage the full potential of this transformative technology. Join us and unlock the limitless possibilities of machine learning.
Step into our SQL course, your gateway to unleashing the potential of structured query language. Whether you're a novice embarking on your database journey or an experienced pro seeking to enhance your SQL expertise, this course is your all-encompassing companion. SQL forms the backbone of data management and retrieval, and by mastering it, you'll empower yourself to efficiently interact with and manipulate databases. Come along on this educational adventure, where you'll explore the creation and modification of tables, table joining, data grouping, and uncover how this essential language enables you to maximize the potential of data.
Empower your child with coding skills through our fun and engaging course designed for kids. Unlock creativity, problem-solving, and digital literacy in a playful learning environment.
This specialized course is crafted to impart computer science skills using our native language, Punjabi. Divided into two sections, the course comprehensively covers AI tools, and the working knowledge of ChatGPT, all presented in Punjabi.
Developed by Dr. Wiliamjeet Singh, an Assistant Professor in the Department of Computer Science and Engineering at Punjabi University, Patiala, along with contributions from team members Rajwinder Kaur and Harshmeet Singh.
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Course Experiences
Arbel Yaniv, Electrical engineering PhD candidate,
Tel Aviv University, Israel
" The XAI course led by Dr. Parteek Bhatia is remarkable for its focus on hands-on learning, effectively combining practical exercises with AI theory for a thorough educational experience. This hands-on emphasis made complex AI concepts more understandable and engaging. Dr. Parteek Bhatia excels in breaking down advanced topics into simpler terms, greatly enriching this learning process and ensuring that students at all levels could confidently grasp and apply these ideas. "