ITEC 327 Essentials of Artificial Intelligence and Machine Learning

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What the ITEC 327 Essentials of Artificial Intelligence and Machine Learning course module is all about?

Artificial intelligence (AI) is the espionage ascertained by machines, agents, devices, or computer programs and the natural intelligence exhibited by humans and animals. Artificial intelligence is frequently contemplated as the research of intelligent and analytical agents or machines that simulate cognitive processes correlated with the human mind, which includes problem-solving, surmising, strategizing, comprehending, actioning, and judgment making. Machine learning is an alternate field of AI which searches for the aptitudes to enhance machine performance established on experience. Machine learning utilizes the algorithms and the mathematical models which are used by the computer systems to develop verdicts or prophecies and it is common in many modern AI applications that make common good and create satisfactory stewardship varying from microelectronic appliances to online services profiting billions of users.

The ITEC 327 Essentials of Artificial Intelligence and Machine Learning module will encompass the vital virtues of AI and ML, both hypothetically and empirically. This includes comprehension, composition, and enactment of the fundamental problem-solving algorithms in the AI which includes the game theory and the heuristic search as well as the supervised and the unsupervised Machine Learning algorithms. The fundamental objective of the module is to make the students understand the vital concepts and the various techniques of AI and ML for the layout and development of the AI-enabled applications which creates people's lives better.

The successful learning outcomes of the program include:

• Ascertain an extensive understanding of ML programming with Python libraries and equipment.
• Illustrate both hypothetical AI concepts and comprehend the empirical AI programming aptitudes.
• Critically compose an AI application that assembles sufficient stewardship with an applicable AI and ML strategies selection.
• Critically pertains to the AI strategies and the ML techniques and apparatuses to unravel the real-world problems that signify human dignity.

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