Model Selection Courses and Certifications

Machine Learning Made Easy : Beginner to Advanced using R

106 ratings at Udemy

Learn Machine Learning Algorithms using R from experts with hands on examples and practice sessions. With 5 different pr

• Udemy
• 15 hours 16 minutes
• On-Demand
• Paid Course

Regression Analysis in R for Data Science: from Zero to Hero

56 ratings at Udemy

Learn Complete Hands-On Regression Analysis in R for Machine Learning, Statistical Analysis, Data Science, Deep Learning

• Udemy
• 4 hours 32 minutes
• On-Demand
• Paid Course

Regression Modeling Fundamentals

53 ratings at Coursera

This introductory course is for SAS software users who perform statistical analyses using SAS/STAT software. The focus is on t tests, ANOVA, and linear regression, and includes a brief introduction to logistic regression.

• Coursera
• 11 hours 57 minutes
• On-Demand
• Paid Course

Data-Centric Machine Learning with Python: Hands-On Guide

30 ratings at Udemy

Master data preprocessing, feature engineering, and ML modeling techniques with a hands-on loan prediction project.

• Udemy
• 3 hours 36 minutes
• On-Demand
• Paid Course

Machine Learning Rapid Prototyping with IBM Watson Studio

16 ratings at Coursera

Explore automated AI capabilities for rapid prototyping in machine learning using IBM Watson Studio's AutoAI tool, focusing on data preparation, model selection, and hyperparameter optimization.

• Coursera
• 8 hours 53 minutes
• On-Demand
• Paid Course

Generative AI for Executives and Business Leaders - Part 2

17 ratings at Coursera

Gain strategic insights from IBM leaders on integrating GenAI across business functions, focusing on ROI, data leverage, use cases, model selection, and governance.

• Coursera
• 3 hours 22 minutes
• On-Demand
• Free Online Course (Audit)

Fractal Analytics

Advanced Machine Learning Algorithms

12 ratings at Coursera

Explore advanced machine learning algorithms, from regularization to ensemble methods. Master feature engineering, hyperparameter tuning, and model selection for enhanced predictive accuracy and real-world applications.

• Coursera
• 20 hours 43 minutes
• On-Demand
• Paid Course

PyTorch and Deep Learning for Decision Makers

Explore PyTorch's ecosystem for AI applications, focusing on data quality, model selection, and deployment challenges to make informed decisions in integrating AI into business processes.

• edX
• 7 weeks, 1-2 hours a week
• On-Demand
• Free Online Course (Audit)

Introduction to Time Series

Learn to analyze and forecast time series data using ARMA, ARIMA, and SARIMA models. Master statistical techniques, model selection, and practical applications with R for effective data-driven decision-making.

• Coursera
• 2 days 3 hours 38 minutes
• On-Demand
• Paid Course

Coursera

Selecting the Right LLM with Hugging Face

Navigate Hugging Face's LLM ecosystem to find, compare, and evaluate models. Master techniques for selecting the most suitable LLM based on project requirements, computational needs, and specializations.

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

Building a Large-Scale, Automated Forecasting System

Develop and maintain large-scale forecasting projects using SAS Visual Forecasting. Learn data creation, variable transformations, model generation, selection, and performance improvement techniques for time series analysis.

• Coursera
• 12 hours 55 minutes
• On-Demand
• Paid Course

Coursera

Building a Machine Learning Solution

Master the complete machine learning lifecycle from problem definition to deployment, covering data preprocessing, model selection, evaluation, and production monitoring.

• Coursera
• 20 hours 13 minutes
• On-Demand
• Paid Course

Statistics You Need to Know for Machine Learning

Discover essential statistical concepts for machine learning, from linear and logistic regression to model selection and diagnostics, bridging traditional statistics with modern data science.

• Coursera
• 2 days 3 hours 28 minutes
• On-Demand
• Paid Course

Coursera

Automate, Evaluate and Deploy ML Models Confidently

Master production-grade MLOps by building automated CI/CD pipelines with GitHub Actions, analyzing Optuna trials, and implementing validation gates for confident model deployment.

• Coursera
• 2 hours 49 minutes
• On-Demand
• Paid Course

Coursera

Optimize AI: Build Reusable Model Pipelines

Master strategic model selection and build standardized ML pipelines using Scikit-learn for efficient, scalable AI workflows in production environments.

• Coursera
• 1 hour 47 minutes
• On-Demand
• Paid Course