Predictive Modeling Courses and Certifications

Edureka Career Certificate

AI-Powered Decision Intelligence

1 rating

Master AI-driven decision systems by integrating data, analytics, and ML to transform raw information into actionable business intelligence and automated workflows.

• Coursera
• 8 weeks, 5 hours/week
• Self-Paced
• Paid Course
• 3 courses

EDUCBA

Advanced HR Dashboards & Analytics in Excel

1 rating

Master advanced HR analytics in Excel by building interactive dashboards, automating reports, and transforming workforce data into executive-level insights for strategic HR decision-making.

• Coursera
• 16 hours
• Self-Paced
• Paid Course

Edureka Career Certificate

Applied Data Analytics

56 ratings at Coursera

Master data analytics through Python, SQL, and Power BI while building practical skills in visualization, predictive modeling, and interactive dashboard creation for real-world business applications.

• Coursera
• 20 weeks, 5 hours/week
• Self-Paced
• Paid Course
• 4 courses

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
• Self-Paced
• Paid Course

Coursera

Cervical Cancer Risk Prediction Using Machine Learning

44 ratings at Coursera

Build and train an XG-Boost classifier to predict cervical cancer risk using patient data, including factors like pregnancies, smoking habits, STDs, and medical history.

• Coursera
• 1 hour 55 minutes
• Self-Paced
• Paid Course

Coursera

Build and deploy a stroke prediction model using R

33 ratings at Coursera

Develop a stroke prediction model using R, from data cleaning to model deployment. Learn feature engineering, handling missing data, and selecting the best classification model for accurate predictions.

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

Corporate Finance Institute Career Certificate

Practical Data Science for Data Analysts

31 ratings at Coursera

Master Python programming and machine learning techniques for financial data analysis, from data preparation to predictive modeling using regression and classification methods.

• Coursera
• 12 weeks, 2 hours/week
• Self-Paced
• Paid Course
• 5 courses

Coursera

Data Science for Professionals

25 ratings at Coursera

Learn to leverage data science techniques for informed decision-making and valuable insights. Covers data wrangling, statistical analysis, visualization, and predictive modeling using Python and machine learning algorithms.

• Coursera
• 1 hour 43 minutes
• Self-Paced
• Paid Course

Career Certificate

Introduction to Data Science Techniques

22 ratings at Coursera

Gain insights into essential data science techniques, from time series analysis and statistical learning to data preparation, developing skills to build predictive models and interpret statistical outputs.

• Coursera
• 24 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 3 courses

Data Analysis and Visualization with Generative AI in Excel

19 ratings at Coursera

Master data analysis in Excel with Copilot Pro, transforming raw data into insights and visualizations using AI. Learn manipulation techniques, insight generation, and effective reporting through natural language prompts.

• Coursera
• 1 day 41 minutes
• Self-Paced
• Paid Course

Coursera

Titanic Survival Prediction Using Machine Learning

19 ratings at Coursera

Predict Titanic survivors using logistic regression and Naive Bayes classifiers. Analyze passenger features to determine survival likelihood in this hands-on machine learning project.

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

EDUCBA

Data Analysis with Minitab: Analyze & Apply

15 ratings at Coursera

Master statistical analysis and predictive modeling using Minitab through hands-on practice with real datasets, ANOVA, t-tests, and hypothesis testing for data-driven decision making.

• Coursera
• 4 hours 58 minutes
• Self-Paced
• Paid Course

Data Analytics Course with Generative AI

14 ratings at Coursera

Master data analytics with GenAI to automate workflows, generate insights, and build predictive models using ChatGPT-4, Julius AI, and Tableau Pulse for real-world impact.

• Coursera
• 6 hours 26 minutes
• Self-Paced
• Paid Course

Fractal Analytics

Foundations of Machine Learning

14 ratings at Coursera

Demystify machine learning fundamentals, build models, analyze data, and apply strategies to real-world scenarios. Gain practical skills for data-driven decision-making and problem-solving.

• Coursera
• 1 day 1 hour 5 minutes
• Self-Paced
• Paid Course

Career Certificate

Integrate Generative AI Into Your Data Workflow

13 ratings at Coursera

Master BigQuery ML and Gemini models for advanced data analysis, predictive modeling, and AI-powered workflow optimization in Google Cloud console through hands-on labs.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 4 courses