Classification Courses and Certifications

Edureka Career Certificate

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/week
• Self-Paced
• Paid Course
• 2 courses

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
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Paid Course

EDUCBA

Machine Learning with Python: Case Studies

Master machine learning through hands-on Python case studies covering regression, clustering, classification, and feature engineering with real-world datasets like salary prediction and credit risk.

• Coursera
• 8 hours 57 minutes
• Self-Paced
• Paid Course

EDUCBA Career Certificate

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/week
• Self-Paced
• 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
• Self-Paced
• Paid Course

H2O.ai

DataPrep for H2O Driverless AI

Master data preparation techniques for machine learning using H2O's Driverless AI, covering tabular formats, time series analysis, and automated preprocessing for both supervised and unsupervised learning scenarios.

• Coursera
• 1 hour 9 minutes
• Self-Paced
• Paid Course

Packt

AI Product Manager Explorer

Explore Python programming, machine learning, and AI agent development. Build skills in feature engineering, AutoGPT, and GPT deployment for business, healthcare, and robotics applications.

• Coursera
• 14 hours 38 minutes
• Self-Paced
• Paid Course

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
• Self-Paced
• 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
• Self-Paced
• Paid Course

Coursera

Evaluate, Analyze, and Model Performance

Master ML model evaluation using RMSE, MAE, confusion matrices, and bootstrapping to diagnose failures, validate improvements, and make evidence-based decisions confidently.

• Coursera
• 2 hours 51 minutes
• Self-Paced
• 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
• Self-Paced
• 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
• Self-Paced
• Paid Course

Coursera

Classify Financial Services: Apply Your Skills

Master the three major branches of modern finance through hands-on classification exercises and develop professional analytical skills for accurate decision-making.

• Coursera
• 1 hour 36 minutes
• Self-Paced
• Paid Course