Professional Certificate Machine Learning: Problem Solving
-- ViewingNowThe Professional Certificate in Machine Learning: Problem Solving is a crucial course that empowers learners with essential skills for career advancement in the data-driven industry. This program, offered by leading universities and organizations, addresses the growing demand for professionals who can leverage machine learning algorithms to solve complex problems.
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โข Unit 1: Introduction to Machine Learning & Problem Solving
โข Unit 2: Data Preprocessing & Data Cleaning
โข Unit 3: Exploratory Data Analysis (EDA) & Visualization
โข Unit 4: Regression Analysis in Machine Learning
โข Unit 5: Classification Algorithms & Techniques
โข Unit 6: Clustering & Dimensionality Reduction
โข Unit 7: Model Evaluation & Model Selection
โข Unit 8: Advanced Machine Learning Topics: Ensemble Methods & Neural Networks
โข Unit 9: Machine Learning Ethics & Bias Considerations
โข Unit 10: Real-World Machine Learning Projects & Applications
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- BasicUnderstandingSubject
- ProficiencyEnglish
- ComputerInternetAccess
- BasicComputerSkills
- DedicationCompleteCourse
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- ThreeFourHoursPerWeek
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