Predictive Modeling Courses and Certifications

Data Science Short-course (Live Online)

2637 ratings at CourseHorse

Gain the skills needed to excel in the field of data science and machine learning with the General Assembly's practical and hands-on course.

• CourseHorse
• 200 hours
• On-Demand
• $4,500.00

Introduction to Data Science Workshop (Live Online)

2637 ratings at CourseHorse

Dive into data science fundamentals, exploring real-world applications, essential tools, and career paths while learning to analyze, visualize, and model data using Python and Anaconda in a hands-on environment.

• CourseHorse
• 3 hours
• On-Demand
• $99.00

Machine Learning Practical Workout | 8 Real-World Projects

2142 ratings at Udemy

Build 8 Practical Projects and Go from Zero to Hero in Deep/Machine Learning, Artificial Neural Networks

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

HR Analytics Online Course for Human Resources (Accredited)

990 ratings at Udemy

20 CPDs+People Analytics&Analytical Process to Human Capital + XL & Open Source Data Mining&ML Tools +6 Data Assignments

• Udemy
• 6 hours 43 minutes
• On-Demand
• Paid Course

Microcredential

Data Science Fundamentals

261 ratings at Coursera

Demystify data science through key skills, techniques, and concepts. Explore analytics, statistical modeling, data engineering, big data manipulation, and data mining algorithms.

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

Machine Learning using Python

823 ratings at Udemy

(With Practice Labs) Linear & Logistic Regression, Decision Trees, XGBoost, SVM & other ML models in Python

• Udemy
• 18 hours 50 minutes
• On-Demand
• Paid Course

Decoding AI: A Deep Dive into AI Models and Predictions

25 ratings at Coursera

Explore AI's fundamentals, debunk myths, and gain strategies for meaningful discussions about its societal impact. Develop critical thinking skills to navigate AI's role in various fields.

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

Supervised Machine Learning: Regression

828 ratings at Coursera

Explore supervised machine learning regression techniques, from linear models to regularization methods, with hands-on practice in error metrics, data splitting, and model selection for continuous outcome prediction.

• Coursera
• 20 hours 28 minutes
• On-Demand
• Paid Course

Microcredential

Data Science for Health Research

12 ratings at Coursera

Learn to organize, visualize, and analyze health data using R for statistical modeling, linear regression, and logistic regression to make data-informed decisions in public health.

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

Coursera

Machine Learning Pipelines with Azure ML Studio

826 ratings at Coursera

Build end-to-end machine learning pipeline in Azure ML Studio using Adult Income Census data to predict income levels. Train, evaluate, and deploy a Two-Class Boosted Decision Tree classifier as a web service.

• Coursera
• 1 hour 48 minutes
• On-Demand
• Paid Course

Logistic Regression and Prediction for Health Data

Analyze binary outcomes, compare proportions, fit logistic regressions, make predictions, and assess model quality using R. Gain practical skills for health data analysis through lectures and guided coding.

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

Machine Learning in Healthcare (no coding required!)

821 ratings at Udemy

Learn how to apply machine learning techniques in healthcare

• Udemy
• 2 hours 46 minutes
• On-Demand
• Paid Course

Code Free Data Science

216 ratings at Coursera

Gain essential data science skills using KNIME Analytics Platform. Learn predictive modeling, data manipulation, and machine learning without coding. Apply algorithms to real data and interpret results.

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

Regression Modeling in Practice

274 ratings at Coursera

Aprenda a aplicar e interpretar modelos de regressão linear e logística, explorando associações entre variáveis, testando hipóteses e avaliando a qualidade dos modelos para análise de dados eficaz.

• Coursera
• 10 hours 44 minutes
• On-Demand
• Paid Course

Training Sets, Test Sets, R, and ggplot

772 ratings at Udemy

Learn to evaluate regression models using training and test sets in R, mastering data division, MSE calculation, visualization with ggplot, and advanced R programming techniques for model performance assessment.

• Udemy
• 1 hour 30 minutes
• On-Demand
• Free Online Course