5 Courses and Certifications

Swayam Artificial Intelligence Courses & Certifications

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Artificial Intelligence

Artificial intelligence is the computer science branch that aims to develop machines with the ability to display human intelligence and mimic human actions. It is the future of decision-making for humans and the basis of computer learning. The Artificial Intelligence certification by Swayam is a postgraduate level course, helping learners explore artificial intelligence’s broad range of techniques, applications, need and future. 

The Artificial Intelligence certification course designed by GLS University in association with Swayam offers a fluid learning structure. Divided into several modules, the curriculum spreads across 15 weeks, including tests and assignments after every module for maximum retention. The course falls under the ‘Computer Science and Engineering’ discipline, offering invaluable expertise to IT, M.Sc. IT, computer science engineering and MCA students as they become adept at solving complex problems.

The Artificial Intelligence online course also benefits researchers, especially faculty ones, who solve numerous inexactness problems, work with datasets, uncertainty domains, or face conventional problem-solving issues in their work. Offering a vast curriculum, the course equips all candidates with ample knowledge to become fluent AI Artificial Intelligence professionals, and its diverse applications.

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15 Weeks
Skills Covered:
Knowledge of Artificial Intelligence
Artificial Intelligence Knowledge Representation and Reasoning

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Artificial Intelligence: Knowledge Representation and Reasoning

An intelligent agent must know how to solve real-world problems. The key to intelligence is creating visualizations of the domain of interest and reasoning with these representations. In this Artificial Intelligence: Knowledge Representation and Reasoning certification course, you will explore various associated algorithms for reasoning and representation formalisms. 

The Artificial Intelligence: Knowledge Representation and Reasoning certification by IIT Madras available on Swayam starts with a basic language of propositions. After that, it moves on to first-order logic, and subsequently, to representations for reasoning about change, situations, actions, and other agents in cases where there is a lack of information. This course is a companion to the course “Artificial Intelligence: Search Methods for Problem Solving” that was offered recently and the lectures for which are available online.

Along with the lectures, Artificial Intelligence: Knowledge Representation and Reasoning online course also provides links to supplementary reading materials. After 12 weeks, you will also have a chance to appear for a proctored exam. Passing this exam will get you a course completion certificate, which you can employ to showcase your skills in Artificial Intelligence.

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12 Weeks
Free
Skills Covered:
Problem Solving Ability Knowledge of deep learning
An Introduction to Artificial Intelligence

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An Introduction to Artificial Intelligence

An Introduction to Artificial Intelligence certification by IIT Delhi is an FDP-approved course that runs for 12-weeks. Based on AI and Data Science, this AICTE study has been developed by the Indian Institute of Technology, Delhi. Students can learn from the video lectures and references given by the mentor of the programme.

Students will learn various concepts, philosophies, and models that fall under the An Introduction to Artificial Intelligence certification course. Per week, one learning module is assigned for the duration of the course. It comprehensively touches on algorithms, reinforcement learning, decision processes, deep learning, artificial intelligence, and Data Science.

Prof. Mausam, Associate professor of Computer Sciences at IIT Delhi and available on Swayam, instructs the course. Candidates need to pay a fee to write the certification exam. For the An Introduction to Artificial Intelligence certification, learners need to secure an average score, which is ascertained through assignments and the written test. Students shall receive an e-certificate for fulfilling the requirements.

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12 Weeks
Beginner
Free
Skills Covered:
Knowledge of Algorithms Knowledge of deep learning
Artificial Intelligence Search Methods for Problem Solving

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Artificial Intelligence Search Methods For Problem Solving

The Artificial Intelligence Search Methods For Problem Solving online course is a 12 weeks program offered by Swayam under the initiative of the Government of India. An autonomous agent should be capable of solving issues in order to behave intelligently. They should be capable of making decisions that change a given circumstance into a desired or target condition. To find the ones that work, the agent must be able to imagine the consequences of its actions. This first section of the Artificial Intelligence course covers a wide range of search strategies that agents may use to solve problems.

In the second section of the Artificial Intelligence Search Methods For Problem Solving training: Reasoning and Knowledge representation, candidates will learn how an agent may represent its domain and explain what it understands. The course provides a solid basis for artificial intelligence from which the student may develop their understanding. The third section of the Artificial Intelligence Search Methods For Problem Solving syllabus provides a somewhat different framework for problem-solving, wherein the reasoning processes and previously stated search can coexist.

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12 Weeks
Free
Skills Covered:
Knowledge of Artificial Intelligence
Artificial Intelligence Constraint Satisfaction

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Artificial Intelligence : Constraint Satisfaction

Problem-solving for humans can be a tough nut to crack, and that is why certain approaches to problems can be tweaked for efficient resolution. Problem-solving in the field of artificial intelligence is not confined to a single approach but many. Problem solvers may be based on memory, search, reasoning, and knowledge representation. In AI: Constraint Satisfaction certification course, the approach to problem-solving by posing them as constraint satisfaction problems has been discussed lucidly along with the general methods to solve them. 

AI: Constraint Satisfaction certification by IIT Madras. The course is taught by renowned IIT Madras faculty Prof. Deepak Khemani. Throughout this course, candidates will learn how a user poses a problem as a CSP, and then calls an off-the-shelf solver. This course carries two credits and will teach candidates about the general approaches to solving finite domain CSPs while exploring how search can be clubbed with constraint propagation to determine solutions in the field of Artificial Intelligence.

The AI: Constraint Satisfaction online course is a companion to Artificial Intelligence: Search Methods for Problem Solving course and Artificial Intelligence: Knowledge Representation & Reasoning. It has been approved by AICTE as an FDP course to upskill the faculty in the current domain.

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8 Weeks
Free
Skills Covered:
Knowledge of Artificial Intelligence

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