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₹5000
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Duration: 3 Months
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Delivery mode: Online
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Group size: Individual
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Instruction language:
English,
Malayalam
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Certificate provided:
Yes
Welcome to the captivating world of Artificial Intelligence (AI)! This course is designed to introduce you to the foundational concepts and principles that underpin AI, empowering you to understand and apply this revolutionary technology to real-world challenges.
As we embark on this journey, we'll begin by unraveling the fundamental concepts of AI, exploring its history, and understanding the different types of AI systems, from narrow AI to general AI. You'll gain insights into the current state of AI technology, its applications in various industries, and its potential to shape the future of humanity.
We'll delve into Machine Learning, one of the key pillars of AI, where you'll learn about supervised, unsupervised, and reinforcement learning techniques. Through hands-on exercises, you'll grasp how to train models, make predictions, and tackle complex problems using libraries like TensorFlow and Scikit-learn.
Next, we'll venture into Deep Learning, an exciting subfield of Machine Learning that has revolutionized AI applications such as image and speech recognition. You'll delve into neural networks, convolutional neural networks (CNNs), and recurrent neural networks (RNNs), understanding their architectures and implementations.
As we explore AI's vast landscape, we'll cover natural language processing (NLP), enabling machines to understand and interact with human language. You'll learn about sentiment analysis, chatbots, and language translation, among other applications, as we utilize powerful NLP libraries like NLTK and spaCy.
Moreover, we'll delve into AI ethics and the societal implications of this rapidly advancing technology. We'll address concerns related to bias, privacy, and transparency, fostering responsible AI development and deployment.
Throughout the course, you'll work on exciting AI projects that bridge theory with practical applications. You'll build intelligent systems capable of recognizing patterns, making decisions, and learning from data, transforming you into a skilled AI practitioner.
By the end of the course, you'll have a solid understanding of AI concepts, a proficiency in using AI libraries, and the ability to apply AI techniques to a wide range of real-world problems. You'll be well-equipped to contribute to AI research, develop AI-driven applications, and leverage AI's potential to improve lives and businesses.
Prerequisites: Basic programming knowledge in Python is beneficial but not required. A strong curiosity to explore the realm of Artificial Intelligence and a desire to shape the future through intelligent machines are the only prerequisites for this course.
Target Audience:
Aspiring AI enthusiasts and professionals seeking to understand the core concepts of AI and its practical applications.
Programmers and developers looking to expand their skillset into the realm of Artificial Intelligence.
Students and researchers aiming to explore AI for their academic or career pursuits.
Individuals interested in the ethical considerations of AI and its impact on society.
Note: We will provide step-by-step guidance on setting up the necessary AI libraries and tools to facilitate your learning journey. Together, let's embark on this thrilling adventure into the fascinating world of Artificial Intelligence!