Certificate in AI System Development Essentials
-- ViewingNowThe Certificate in AI System Development Essentials is a comprehensive course that equips learners with fundamental skills in Artificial Intelligence (AI) system development. This program emphasizes the importance of AI in today's digital world and its growing significance across industries.
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โข Introduction to AI and Machine Learning: Core concepts, history, and current advancements in AI and machine learning.
โข Data Preparation for AI Systems: Data collection, cleaning, preprocessing, and feature engineering.
โข AI Algorithms and Models: Supervised, unsupervised, and reinforcement learning algorithms, and neural network architectures.
โข Python for AI Development: Essential libraries and tools for AI development, such as NumPy, Pandas, Scikit-learn, TensorFlow, and Keras.
โข AI System Design and Development: Designing and implementing AI systems, including model selection, training, evaluation, and optimization.
โข Natural Language Processing (NLP): Text processing, sentiment analysis, and machine translation using AI algorithms.
โข Computer Vision with AI: Object detection, image recognition, and visual tracking using AI algorithms.
โข Ethics and AI: Understanding ethical considerations in AI development and deployment, including data privacy, algorithmic bias, and transparency.
โข AI Deployment and Maintenance: Deploying, monitoring, and maintaining AI systems, including DevOps best practices and model versioning.
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