Predictive Modeling Courses and Certifications

Credential

Applied Regression Modeling for Insurance Costs

Master regression techniques to predict insurance costs through data exploration, visualization, and model building for accurate pricing decisions.

• CodeSignal
• 7 hours
• Self-Paced
• Free Certificate
• 3 courses

Learning to Predict User Preferences

Master supervised machine learning to build advanced recommendation engines using user data, logistic regression, and predictive scoring for personalized music suggestions.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Feature Engineering with Pandas and LightGBM

Master feature engineering with Pandas and LightGBM by diagnosing weak predictors, applying transformations, creating binary flags, ratios, and interaction features to boost predictive model performance.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Credential

Feature Engineering with Kaggle Dataset

Master feature engineering using Kaggle datasets, progressing from baselines to advanced optimizations for Linear Regression, Random Forest, and LightGBM, while building weighted ensembles for peak predictive performance.

• CodeSignal
• 6 hours
• Self-Paced
• Free Certificate
• 3 courses

AI in Government Performance Management

Explore AI applications in government performance management, from predictive analytics to ethical evaluation frameworks and practical implementation strategies.

• Graduate School USA
• Self-Paced
• $675.00

Data Science & AI Certificate Online

Master Python, SQL, automation, and machine learning fundamentals to launch your data science career with hands-on projects and real-world applications.

• VDCI
• 114 hours
• Self-Paced
• $3,995.00

Credential

Advanced Business Analytics

5258 ratings at Coursera

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

Introduction to TF-IDF Vectorization in Python

1 rating

Master text vectorization techniques using TF-IDF in Python, from basic implementation to advanced parameter customization. Convert text data into numerical features and optimize for machine learning applications.

• CodeSignal
• 2 hours
• Self-Paced
• Free Certificate

Data Science Bootcamp (Full-time) (Live Online)

2637 ratings at CourseHorse

Transform your career with General Assembly's immersive Data Science program and gain the skills to excel in advanced analytics and predictive modeling.

• CourseHorse
• 480 hours
• Self-Paced
• $16,450.00

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
• Self-Paced
• $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
• Self-Paced
• $99.00

Practical Predictive Analytics: Models and Methods

323 ratings at Coursera

Explore statistical experiment design, analytics, and machine learning methods. Learn to design experiments, analyze results, and apply classification and unsupervised learning techniques to solve real-world problems.

• Coursera
• 7 hours 33 minutes
• Self-Paced
• Paid Course

Credential

Data Science Fundamentals

263 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/week
• Self-Paced
• Paid Course
• 4 courses

Decoding AI: A Deep Dive into AI Models and Predictions

26 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
• Self-Paced
• Paid Course

Supervised Machine Learning: Regression

833 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
• Self-Paced
• Paid Course