Classification Courses and Certifications

Microcredential

Text Classification with Natural Language Processing

23 ratings at CodeSignal

Master text classification techniques from data preparation to advanced modeling, including feature engineering, algorithm implementation, and deep learning optimization with TensorFlow.

• CodeSignal
• 21 hours
• On-Demand
• Free Certificate
• 4 courses

Intermediate Position Classification Course

21 ratings at Graduate School USA

Enhance your knowledge of complex federal position classification, including mixed-grade roles, interdisciplinary positions, and desk audits for accurate job evaluation.

• Graduate School USA
• On-Demand
• $1,399.00

Position Classification for Supervisors and Administrative Staff Course

21 ratings at Graduate School USA

Master position classification principles, factor evaluation systems, and documentation techniques to accurately grade supervisory and administrative roles using FES and narrative methods.

• Graduate School USA
• On-Demand
• $1,049.00

Position Classification Course (Washington, D.C.)

22 ratings at Graduate School USA

Master federal position classification standards, evaluation methods, and documentation requirements for accurate job grading and compliance with merit system principles.

• Graduate School USA
• On-Demand
• $3,249.00

Federal Classification Principles Course

20 ratings at Graduate School USA

Discover federal position classification through GS system principles, FES framework, and narrative methods to make confident, legally sound HR decisions.

• Graduate School USA
• On-Demand
• $1,699.00

Learn to create neural networks for data classification using TensorFlow, covering activation functions, model evaluation, and practical implementation.

• Codecademy
• 2 hours
• On-Demand
• Free Trial Available

Microcredential

Data Science Analyst Certificate Program

1066 ratings at Corporate Finance Institute

Gain practical experience with complex datasets and predictive machine learning models

• Corporate Finance Institute
• 1 day 6 hours
• On-Demand
• Paid Course

Microcredential

Token Classification in NLP using spaCy

7 ratings at CodeSignal

Master token classification techniques using spaCy, from building NLP pipelines to implementing practical applications. Learn linguistics fundamentals and apply your skills to real-world case studies.

• CodeSignal
• 7 hours
• On-Demand
• Free Certificate
• 3 courses

Classification Refresher Course

6 ratings at Graduate School USA

Master federal position classification through comprehensive review of FES, narrative systems, evaluation statements, and supervisory guides with hands-on practice.

• Graduate School USA
• On-Demand
• $1,299.00

Classification Algorithms and Metrics

Master classification algorithms by building Logistic Regression, k-NN, Naive Bayes, and Decision Trees from scratch. Implement metrics like AUCROC and confusion matrix while gaining hands-on experience with real-world applications.

• CodeSignal
• 5 hours
• On-Demand
• Free Certificate

Cracking Classification

Master essential classification algorithms including logistic regression, decision trees, KNN, Naive Bayes, and SVM. Learn to evaluate model performance and apply techniques to real-world datasets.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate

Collecting and Preparing Textual Data for Classification

Master essential text data collection and preprocessing techniques for NLP, covering data cleaning, stop word removal, stemming, n-gram generation, and named entity recognition for effective classification projects.

• CodeSignal
• 5 hours
• On-Demand
• Free Certificate

Introduction to Modeling Techniques for Text Classification

Master essential text classification techniques using Naive Bayes, SVM, Decision Trees, Random Forests, and Logistic Regression. Learn preprocessing, model tuning, and evaluation methods for effective NLP implementations.

• CodeSignal
• 6 hours
• On-Demand
• Free Certificate

Advanced Modeling for Text Classification

Master advanced text classification using ensemble methods, deep learning, and neural networks with Python and TensorFlow. Build robust models using bagging, voting classifiers, gradient boosting, and RNNs for improved performance.

• CodeSignal
• 6 hours
• On-Demand
• Free Certificate

Building an NLP Pipeline with spaCy for Token Classification

Master essential NLP concepts and build efficient pipelines using spaCy, covering tokenization, POS tagging, and lemmatization while working with the Reuters corpus for practical token classification tasks.

• CodeSignal
• 3 hours
• On-Demand
• Free Certificate