Certified machine learning specialist
Module 2: Advanced Machine Learning
This eLearning Study Kit provides on-line and off-line access to course materials for self-paced study of Module 2: Advanced 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
– Data Exploration Patterns
– Central Tendency Computation, Variability Computation
– Associativity Computation, Graphical Summary Computation
– Data Reduction Patterns
– Feature Selection, Feature Extraction
– Data Wrangling Patterns
– Feature Imputation, Feature Encoding
– Feature Discretization, Feature Standardization
– Supervised Learning Patterns
– Numerical Prediction, Category Prediction
– Unsupervised Learning Patterns
– Category Discovery, Pattern Discovery
– Model Evaluation Patterns, Baseline Modeling
– Training Performance Evaluation, Prediction Performance Evaluation
– Model Optimization Patterns
– Ensemble Learning, Frequent Model Retraining
– Lightweight Model Implementation, Incremental Model Learning
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.