Global Certificate in ML Prototyping Excellence
-- ViewingNowThe Global Certificate in ML Prototyping Excellence is a comprehensive course designed to equip learners with essential skills in machine learning prototyping. This course is critical for professionals looking to advance their careers in data science, artificial intelligence, and machine learning.
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โข Machine Learning Fundamentals: Introduction to ML, Types of ML, Supervised, Unsupervised and Reinforcement Learning
โข Python for ML: Python Basics, Data Structures, Libraries and Frameworks for ML
โข Data Preprocessing: Data Cleaning, Data Transformation, Data Visualization
โข Model Building and Evaluation: Model Development, Model Training, Model Evaluation
โข Model Deployment and Maintenance: Model Deployment, Model Monitoring, Model Updating
โข Ethics in ML: Bias and Fairness, Privacy and Security, Transparency and Explainability
โข Special Topics in ML: Deep Learning, Natural Language Processing, Computer Vision
โข ML Project Management: Project Planning, Team Management, Risk Management.
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- BasicUnderstandingSubject
- ProficiencyEnglish
- ComputerInternetAccess
- BasicComputerSkills
- DedicationCompleteCourse
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- ThreeFourHoursPerWeek
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- TwoThreeHoursPerWeek
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