Classification Courses and Certifications

EDUCBA

Python: Implement & Evaluate Random Forests for ML

Master Random Forest implementation in Python through hands-on SONAR dataset classification, covering decision trees, cross-validation, and performance evaluation techniques.

• Coursera
• 3 hours 7 minutes
• On-Demand
• Paid Course

EDUCBA

Logistic Regression with R: Build & Predict

Master logistic regression in R through hands-on projects in healthcare and finance, from data preprocessing to model optimization using ROC curves and confusion matrices.

• Coursera
• 8 hours 16 minutes
• On-Demand
• Paid Course

Packt

Fundamentals of Machine Learning

Discover machine learning fundamentals through hands-on labs covering regression, classification, decision trees, SVM, and deep learning with real-world applications.

• Coursera
• 12 hours 16 minutes
• On-Demand
• Paid Course

Data Science and Machine Learning for Business Professionals

Discover foundational data science and machine learning skills to make confident, data-driven decisions and communicate insights effectively to stakeholders in any professional setting.

• Coursera
• 10 hours 41 minutes
• On-Demand
• Paid Course

EDUCBA Microcredential

Apply R for Predictive Analytics and Machine Learning

Master predictive analytics and machine learning with R through hands-on projects in retail, finance, and telecom, building job-ready skills for data-driven decision-making.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 4 courses

Packt

Core Machine Learning & Evaluation

Master machine learning fundamentals, feature engineering, advanced algorithms, and model optimization through hands-on projects and real-world applications.

• Coursera
• 11 hours 25 minutes
• On-Demand
• Paid Course

Edureka Microcredential

No-Code Data Science and Machine Learning

Master data science and ML through no-code tools like KNIME, Orange, and Google Vertex AI. Build pipelines, train models, and deploy solutions without programming.

• Coursera
• 8 weeks, 5 hours a week
• On-Demand
• Paid Course
• 2 courses

EDUCBA

R: Design & Evaluate Random Forests for Attrition

Master Random Forest algorithms in R to predict employee attrition through hands-on model building, parameter tuning, and performance evaluation using real HR data.

• Coursera
• 4 hours 17 minutes
• On-Demand
• Paid Course

EDUCBA

Master Decision Trees in R: Build, Predict & Evaluate

Discover how to build, interpret, and evaluate decision tree models in R for classification and regression using real-world datasets like bank loans and diabetes outcomes.

• Coursera
• 8 hours 8 minutes
• On-Demand
• Paid Course

Coursera

Predictive Models for Financial Risk

Master supervised machine learning for financial risk assessment through hands-on Python projects, data preparation, model validation, and transparent business communication.

• Coursera
• 1 hour 43 minutes
• On-Demand
• Paid Course

EDUCBA

Analyze and Build Deep Learning Models with TensorFlow

Master deep learning fundamentals and build practical TensorFlow models with hands-on implementation of neural networks, optimization techniques, and real-world applications.

• Coursera
• 4 hours 35 minutes
• On-Demand
• Paid Course

Coursera

ML Concepts, Models & Workflow Essentials

Master advanced machine learning in Java using Weka, Deeplearning4j, and Smile to build enterprise-grade predictive models, customer segmentation, and scalable MLOps solutions.

• Coursera
• 4 hours 36 minutes
• On-Demand
• Paid Course

Coursera

Build Robust Java ML Models with Entropy

Master entropy-driven machine learning by building decision trees and random forests from scratch in Java, handling real-world data challenges and deploying production-ready ML systems.

• Coursera
• 3 hours 45 minutes
• On-Demand
• Paid Course

Edureka

Applied Machine Learning Without Coding

Master machine learning fundamentals and build regression/classification models using Orange Data Mining's visual interface—no coding required for data professionals.

• Coursera
• 7 hours 18 minutes
• On-Demand
• Paid Course

Coursera

AI-Powered Jira Automation and Workflow Optimization

Unlock AI-powered Jira automation to streamline workflows, enhance triage accuracy, and optimize technical documentation through hands-on practice with intelligent classification systems.

• Coursera
• 7 hours 56 minutes
• On-Demand
• Paid Course