Masterclass Certificate in AI Analytics: Analytical Decisions
-- ViewingNowThe Masterclass Certificate in AI Analytics: Analytical Decisions is a comprehensive course that equips learners with essential skills for career advancement in the AI industry. This certificate course emphasizes the importance of data-driven decision-making, using artificial intelligence and machine learning techniques.
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โข Unit 1: Introduction to AI Analytics · Understanding the fundamentals of AI, its applications, and potential in data analysis.
โข Unit 2: Data Preprocessing for AI · Data cleaning, wrangling, and transformation techniques.
โข Unit 3: Machine Learning Algorithms · Supervised, unsupervised, and reinforcement learning methods.
โข Unit 4: Deep Learning · Neural networks, convolutional neural networks, and recurrent neural networks.
โข Unit 5: Natural Language Processing (NLP) · Text processing, sentiment analysis, and topic modeling.
โข Unit 6: Computer Vision · Object detection, image recognition, and visual tracking.
โข Unit 7: Explainable AI (XAI) · Interpretability, transparency, and accountability in AI systems.
โข Unit 8: AI Ethics · Responsibility, fairness, and privacy in AI-driven decision-making.
โข Unit 9: AI Project Management · Planning, executing, and monitoring AI projects.
โข Unit 10: Future Trends in AI · Emerging technologies, opportunities, and challenges in AI.
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