COURSE DESCRIPTION
The AWS Certified Machine Learning course equips individuals with the knowledge and skills necessary to work with machine learning technologies on the AWS platform. Participants gain proficiency in machine learning concepts and algorithms, as well as knowledge of AWS machine learning services and tools. The course covers building, training, and deploying machine learning models using AWS services. Participants develop competence in data preparation, feature engineering, and model evaluation, tuning, and optimization techniques. Additionally, the course addresses deep learning and neural networks on AWS, enabling learners to work with complex models. Participants also acquire proficiency in implementing machine learning at scale with AWS services. Ethical considerations and bias mitigation in machine learning are emphasized throughout the course. The course prepares individuals for the AWS Certified Machine Learning – Specialty certification exam.
LEARNING OUTCOMES
- Proficiency in machine learning concepts and algorithms.
- Knowledge of AWS machine learning services and tools.
- Expertise in building, training, and deploying machine learning models on AWS.
- Competence in data preparation and feature engineering for machine learning.
- Mastery of model evaluation, tuning, and optimization techniques.
- Understanding of deep learning and neural networks on AWS.
- Proficiency in implementing machine learning at scale with AWS services.
- Awareness of ethical considerations and bias mitigation in machine learning.
- Preparation for the AWS Certified Machine Learning – Specialty certification exam.
Course Features
- Lectures 0
- Quizzes 0
- Duration 29 Hours
- Skill level All levels
- Language English
- Students 27
- Assessments Yes