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Key Features:
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Hands-On Projects
Industry-Relevant Case Studies
Personalized Learning Paths
Ethics and Bias Focus
Guest Lectures and Industry Insights
Learning outcomes:
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Practical AI application
Industry-relevant knowledge
Skill advancement
Ethical AI awareness
Industry insights
prerequisite:
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Basic programming skills
Mathematics fundamentals
Linear algebra knowledge
Introduction to machine learning
Critical thinking and problem-solving abilities
Module 1: Introduction to AI
What is AI?
Historical context and key milestones.
Types of AI: Narrow vs. General AI.
Ethical considerations in AI.
Module 2: Machine Learning Basics
Introduction to machine learning.
Supervised, unsupervised, and reinforcement learning.
Training and testing data.
Basic evaluation metrics.
Module 3: Neural Networks and Deep Learning
Basics of neural networks.
Activation functions and layers.
Introduction to deep learning.
Convolutional Neural Networks (CNNs) for image data.
Module 4: Natural Language Processing (NLP)
Basics of NLP.
Text preprocessing and tokenization.
Text classification and sentiment analysis.
Introduction to language models.
Module 5: AI in Practice and Future Trends
Real-world AI applications.
Introduction to computer vision.
Overview of reinforcement learning.
Ethical considerations and biases in AI.
Emerging trends in AI and future possibilities.
John Doe
Co-Founder & CEO
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phone number:
0123456789
email:
abc@gmail.com
office address:
karachi, pakistan
website:
www.website.com
2 reviews
James Williams
jul 15, 2023
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reply
Susan Davis
jul 29, 2023
Lorem ipsum dolor sit amet consectetur, adipisicing elit. Molestias sapiente ullam esse laudantium corporis pariatur.
James Williams
jul 15, 2023
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