certified machine learning specialist
Module 1: Fundamental Machine Learning
This eLearning Study Kit provides on-line and off-line access to course materials for self-paced study of Module 1: Fundamental Machine Learning. This is one of three eLearning Study Kits that are official exam preparation resources for Exam ML90.01: Machine Learning Specialist.
The eLearning environment offers a range of features, including software-free setup, custom annotations, outline-driven navigation, custom bookmarks, multi-document viewing and full-text searching.
Topics Covered
Mind Map
– Machine Learning Business and Technology Drivers
– Machine Learning Benefits and Challenges
– Machine Learning Usage Scenarios
– Datasets, Structured, Unstructured and Semi-Structured Data
– Models, Algorithms, Model Training and Learning
– How Machine Learning Works
– Collecting and Pre-Processing Training Data
– Algorithm and Model Selection
– Training Models and Deploy Trained Models
– Machine Learning Algorithms and Practices
– Supervised Learning, Classification, Decision Tree
– Regression, Ensemble Methods, Dimension Reduction
– Unsupervised Learning and Clustering
– Semi-Supervised and Reinforcement Learning
– Machine Learning Best Practices
– How Machine Learning Systems Work
– Common Machine Learning Mechanisms
– How Mechanisms Are Used in Model Training
– Machine Learning and Deep Learning, Artificial Intelligence (AI)
Certification or Training
For Training Only
This module is part of the Machine Learning Specialist Certification Bundle. However, you can purchase this module for general training purposes only – without the associated prepaid Pearson VUE exam voucher. The purchase of this module gives you access to a 1 year subscription. The topics covered in this module are suitable for exam preparation in case you decided to pursue certification at a later date. You are only required to prepare for and take the exam if you are pursuing certification.
For Certification
If you are keen on obtaining a Certification, we recommend you purchase the Machine Learning Specialist Certification bundle as the bundled pricing works out cheaper than buying Modules individually. The bundle includes all the 3 modules. The purchase of this bundle gives you access to a 1 year subscription.