Predictive Modeling Courses and Certifications

Coursera

Machine Learning Pipelines with Azure ML Studio

831 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
• Self-Paced
• Paid Course

Credential

Data Science for Health Research

13 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/week
• Self-Paced
• Paid Course
• 3 courses

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

Modeling Data in the Tidyverse

10 ratings at Coursera

Learn to model data effectively using the Tidyverse in R. Covers hypothesis testing, regression, machine learning, and more. Gain skills to uncover insights and improve decision-making through data analysis.

• Coursera
• 21 hours 22 minutes
• Self-Paced
• Paid Course

AI for Data Analytics (Live Online)

686 ratings at CourseHorse

Revolutionize your data analysis process with our AI for Data Analytics course.

• CourseHorse
• 14 hours
• Self-Paced
• $695.00

Credential

Chemical Hazards and Process Safety

326 ratings at Coursera

Develop process safety skills for chemical engineering, covering risk evaluation, toxic impacts, dispersion, fire/explosion prevention, and mitigation measures to enhance your career prospects.

• Coursera
• 16 weeks, 4 hours/week
• Self-Paced
• Paid Course
• 3 courses

The Nuts and Bolts of Machine Learning

618 ratings at Coursera

Explore machine learning algorithms, from supervised to unsupervised techniques. Learn to apply models like Naive Bayes, decision trees, and K-means clustering to solve complex data problems and make predictions.

• Coursera
• 1 day 9 hours 53 minutes
• Self-Paced
• Paid Course

The Analytics Edge

4 ratings

This course presents real-world examples in which quantitative methods provide a significant competitive edge that has led to a first order impact on some of today's most important companies.

• MIT OpenCourseWare
• 16 hours
• Self-Paced
• Free Video

Artificial Intelligence Algorithms Models and Limitations

559 ratings at Coursera

Explore AI algorithms' rise, from basic to autonomous, and learn to make them ethically sound. Discover limitations, improve accuracy, and understand societal implications of predictive intelligence.

• Coursera
• 5 hours 27 minutes
• Self-Paced
• Paid Course

Data Visualization and Modeling in Python

Master data visualization and modeling techniques using matplotlib, KNN classification, and regression analysis to create impactful insights and professional-quality plots for real-world data science applications.

• Coursera
• 1 day 8 hours 14 minutes
• Self-Paced
• Paid Course

Supervised Machine Learning: Classification

459 ratings at Coursera

Learn to train and evaluate classification models, including logistic regression, decision trees, and ensembles. Gain hands-on experience with best practices like handling unbalanced classes and using various error metrics.

• Coursera
• 1 day 17 minutes
• Self-Paced
• Paid Course

Meaningful Marketing Insights

292 ratings at Coursera

Develop data analysis skills to extract marketing insights from consumer data using Excel. Learn visualization, descriptive statistics, and regression analysis for informed decision-making.

• Coursera
• 11 hours 12 minutes
• Self-Paced
• Paid Course

Data Science at Scale - Capstone Project

26 ratings at Coursera

Apply data science skills to real-world projects, from data preparation to model evaluation. Collaborate with stakeholders on ambiguous problems, gaining practical experience in tackling complex challenges.

• Coursera
• 8 hours 10 minutes
• Self-Paced
• Paid Course