Classification Courses and Certifications

EDUCBA

Credit Default Prediction with Python: Apply & Analyze

12 ratings at Coursera

Build credit default prediction models in Python: preprocess data, run EDA, train logistic regression, decision trees and random forests, and tune with Grid and Randomized Search.

• Coursera
• 2 weeks, 3 hours a week
• Self-Paced
• Paid Course

Aplica el flujo de trabajo de machine learning en SAP HANA Cloud: configura el cliente Python, explora datos con DataFrames y entrena y evalúa un modelo PAL de clasificación.

• SAP Learning
• Self-Paced
• Free Online Course

SAP HANA 向け Python 機械学習クライアントを設定し、従業員の離職防止シナリオで PAL 分類モデルのデータ処理、トレーニング、評価までの一連のワークフローを実践する。

• SAP Learning
• Self-Paced
• Free Online Course

DeepLearning.AI;  Stanford

Supervised Machine Learning: Regression and Classification

32923 ratings at Coursera

Build and train supervised learning models in Python with NumPy and scikit-learn: linear and polynomial regression, feature scaling, logistic regression, and regularization to curb overfitting.

• Coursera
• 3 weeks, 11 hours a week
• Self-Paced
• Paid Course

Regression and Classification

18 ratings at Coursera

Learn when to use and how to tune statistical models, covering model accuracy assessment, simple and multiple linear regression, and classification techniques.

• Coursera
• 6 weeks, 6 hours a week
• Self-Paced
• Paid Course

CertNexus

Build Regression, Classification, and Clustering Models

21 ratings at Coursera

Build machine learning models across three problem types: linear and regularized regression, binary and multiclass classification with tuning, and clustering of unlabeled data.

• Coursera
• 6 weeks, 3 hours a week
• Self-Paced
• Paid Course

Coursera

AWS AutoGluon for Machine Learning Classification

Train and compare several machine learning classifiers to detect and classify disease with AutoGluon, the AutoML library behind AWS autopilot, in a few lines of code.

• Coursera
• 1 hour 52 minutes
• Self-Paced
• Paid Course

Predict Visitor Purchases with a Classification Model in BQML

Query an ecommerce dataset in BigQuery and build a BigQuery ML classification model to predict which site visitors will make a purchase.

• Coursera
• 1 hour
• Self-Paced
• Paid Course

Evaluating Machine Learning Classification Models

Evaluate binary, multi-class and multi-label classifiers using ISO/IEC TS 4213:2022: apply precision, recall, F-scores, ROC and Precision-Recall curves, latency measures, and statistical significance tests.

• Coursera
• 6 weeks, 1 hour a week
• Self-Paced
• Paid Course

Supervised Learning in R: Classification

147 ratings at DataCamp

This beginner-level introduction to machine learning covers four of the most common classification algorithms.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

IE University

Foundations of Predictive Analytics: Regression and Classification

1 rating

Learn how predictive analytics can be used to achieve business goals, drive decision-making, and develop customized strategies with IE University.

• edX
• 5 weeks, 2-5 hours a week
• Self-Paced
• Free Certificate

Career Certificate

Machine Learning

16274 ratings at Coursera

Learn machine learning through practical case studies: build regression, classification, clustering, and retrieval systems that analyze large datasets and make predictions.

• Coursera
• 8 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 4 courses

Career Certificate

Basic Position Classification Course

47 ratings at Graduate School USA

Apply the Factor Evaluation System and narrative standards to classify federal General Schedule positions, write position descriptions and evaluation statements, and make FLSA exemption determinations.

• Graduate School USA
• Self-Paced
• $2,999.00

Build binary and multiclass neural-network classifiers in PyTorch, from data preparation through model evaluation.

• Codecademy
• 3 hours
• Self-Paced
• Free Trial Available

Career Certificate

Advanced Position Classification Course

31 ratings at Graduate School USA

Classify complex federal positions using OPM references, the Classifier's Handbook, GSSG and FES evaluation forms, then advise management on position management and organizational design.

• Graduate School USA
• Self-Paced
• $1,399.00