Professional Certificate in AI in DBT: Advanced Applications
-- ViewingNowThe Professional Certificate in AI in DBT: Advanced Applications is a comprehensive course that equips learners with essential skills for career advancement in the rapidly evolving field of artificial intelligence (AI) and data science. This certificate course focuses on the advanced applications of AI in Data Science, particularly in the DBT (Data Build Tool) environment, which is widely used in the industry for data transformation and loading.
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โข Unit 1: Introduction to AI in DBT « Artificial Intelligence, Database Technology, Data Management »
โข Unit 2: Advanced Machine Learning Algorithms « Supervised Learning, Unsupervised Learning, Reinforcement Learning »
โข Unit 3: Deep Learning Fundamentals « Neural Networks, Convolutional Neural Networks, Recurrent Neural Networks »
โข Unit 4: Natural Language Processing in AI « Text Analysis, Sentiment Analysis, Named Entity Recognition »
โข Unit 5: Computer Vision & Image Processing « Object Detection, Image Segmentation, Facial Recognition »
โข Unit 6: AI in Big Data « Data Mining, Data Analytics, Predictive Analytics »
โข Unit 7: AI Ethics & Bias « Responsible AI, Bias Mitigation, Explainable AI »
โข Unit 8: AI in Real-World Applications « Autonomous Systems, Robotics, Decision Making »
โข Unit 9: AI Tools, Libraries & Frameworks « TensorFlow, PyTorch, Scikit-learn »
โข Unit 10: Capstone Project: Designing & Implementing AI Systems in DBT « Real-world Project, AI Design, AI Implementation »
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