Predictive Modeling Courses and Certifications

Microcredential

Machine Learning

1 review

Gain practical experience in prediction, classification, clustering, and information retrieval through case studies. Learn to analyze complex datasets and build adaptive, intelligent systems.

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

Data Science at Scale - Capstone Project

25 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
• 6 hours 10 minutes
• On-Demand
• Paid Course

Regression Modeling in Practice

273 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
• Free Online Course (Audit)

Predictive Modeling and Analytics

595 ratings at Coursera

Gain insights through data analysis, visualization, and predictive modeling techniques. Learn to use XLMiner for regression, classification, decision trees, and neural networks in business contexts.

• Coursera
• 10 hours 52 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Chemical Hazards and Process Safety

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
• On-Demand
• Paid Course
• 3 courses

Microcredential

Advanced Machine Learning

Comprehensive exploration of cutting-edge machine learning techniques, from deep learning to Bayesian methods, with practical insights from top Kaggle practitioners and CERN scientists for real-world application.

• Coursera
• 43 weeks, 6 hours a week
• On-Demand
• Paid Course
• 7 courses

Introduction to Predictive Modeling

105 ratings at Coursera

Learn predictive modeling with linear regression and time series forecasting using Excel. Gain practical skills in data preparation, model fitting, interpretation, and forecasting for real-world decision-making.

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

Microcredential

Advanced Business Analytics

Gain practical skills in SQL, statistical analysis, and data interpretation to drive business growth and profitability. Learn to extract insights, make predictions, and communicate results effectively.

• Coursera
• 22 weeks, 3 hours a week
• On-Demand
• Paid Course
• 5 courses

Advanced Business Analytics Capstone

80 ratings at Coursera

Analyze financial loan data to guide investment decisions through data preprocessing, predictive analytics, prescriptive analytics, and result presentation for optimal portfolio allocation.

• Coursera
• 19 hours 29 minutes
• On-Demand
• Free Online Course (Audit)

Trees, SVM and Unsupervised Learning

Explore support vector machines, neural networks, decision trees, and XG boost for predictive modeling. Learn data representation through PCA and clustering for practical applications in data science.

• Coursera
• 12 hours 58 minutes
• On-Demand
• Free Online Course (Audit)

Predictive Modeling and Transforming Clinical Practice

This course teaches you the fundamentals of transforming clinical practice using predictive models. This course examines specific challenges and methods of clinical implementation, that clinical data scientists must be aware of when developing their pred…

• Coursera
• 11 hours 31 minutes
• On-Demand
• Free Online Course (Audit)

Meaningful Marketing Insights

278 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
• 10 hours 12 minutes
• On-Demand
• Free Online Course (Audit)

Marketing Analytics Capstone Project

29 ratings at Coursera

Apply marketing analytics skills to conduct exploratory data analysis, examine variable relationships, and develop a predictive model for solving real-world marketing problems.

• Coursera
• 11 hours 1 minute
• On-Demand
• Free Online Course (Audit)

Launching Machine Learning: Delivering Operational Success with Gold Standard ML Leadership

76 ratings at Coursera

Comprehensive guide to implementing machine learning in business operations, covering applications, project management, data preparation, and ethical considerations for leaders and data scientists.

• Coursera
• 13 hours 48 minutes
• On-Demand
• Free Online Course (Audit)

The Power of Machine Learning: Boost Business, Accumulate Clicks, Fight Fraud, and Deny Deadbeats

146 ratings at Coursera

Explore machine learning's business impact, data requirements, predictive modeling techniques, and ethical considerations. Learn to deploy ML effectively for various applications like fraud detection and marketing optimization.

• Coursera
• 14 hours 27 minutes
• On-Demand
• Free Online Course (Audit)