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Introduction to AI pdf

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Source: GitHub
Imported 18 July 2025
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Document Title: Introduction to Artificial Intelligence Basic Info • Student/Author Name: Jamie Taylor • Institution: FutureTech Academy • Course: AI Fundamentals • Submission Date: 16 July 2025 • Instructor: Dr. Laura Cheng Section 1: Overview What is AI? Artificial Intelligence (AI) is a field of computer science that focuses on building smart machines capable of performing tasks that typically require human intelligence. These tasks include learning, reasoning, problem-solving, perception, and language understanding. Section 2: Common AI Applications • Natural Language Processing – e.g., ChatGPT, voice assistants • Computer Vision – e.g., facial recognition, self-driving cars • Predictive Analytics – e.g., stock forecasting, recommendation engines • Robotics – e.g., warehouse automation, surgical robots • Generative AI – e.g., image generation, text synthesis Section 3: Benefits of AI • Improves efficiency and accuracy in repetitive tasks • Enables personalized user experiences • Supports medical diagnosis and treatment • Enhances decision-making through data analysis Section 4: Challenges and Ethics • Bias in training data • Loss of jobs in certain sectors • Privacy concerns • Accountability in automated decision-making Section 5: Tools and Technologies • Languages: Python, R • Frameworks: TensorFlow, PyTorch • Platforms: OpenAI, Google Cloud AI, Azure Cognitive Services • Libraries: scikit-learn, spaCy Section 6: Summary Artificial Intelligence is revolutionizing every major industry, from healthcare to finance. Understanding its capabilities and limitations is essential for designing ethical, reliable, and impactful systems. As AI continues to evolve, responsible development and oversight will play a critical role in shaping its future. Signature Student Signature: _________________________ Date: 16/07/2025

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