Feature Engineering Courses and Certifications

Time Series with data.table in R

Master time series data manipulation using data.table in R. Learn efficient techniques for handling large datasets, performing feature engineering, and building statistical models with financial data.

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Hands-on HR Analytics - Predict job offer drop out using R

182 ratings at Udemy

A hands-on project to optimize recruitment strategy by predicting candidate offer drop out using R

• Udemy
• 1-2 hours
• On-Demand
• Free Online Course

Master Machine Learning , Deep Learning with Python

120 ratings at Udemy

Complete course covering fundamentals of Machine learning , Deep learning with Python code

• Udemy
• 5 hours
• On-Demand
• Paid Course

Fractal Analytics

Foundations of Machine Learning

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 15 minutes
• On-Demand
• Free Online Course (Audit)

Generative AI: Elevate Your Data Science Career

107 ratings at Coursera

Elevate your data science career with cutting-edge generative AI skills. Learn data generation, augmentation, and feature engineering techniques applicable across industries. Gain practical, immediately applicable knowledge.

• Coursera
• 12 hours 24 minutes
• On-Demand
• Free Online Course (Audit)

Alberta Machine Intelligence Institute

Data for Machine Learning

97 ratings at Coursera

Develop skills to prepare, engineer, and validate data for machine learning models. Learn to identify biases, improve generality, and enhance model accuracy through thoughtful feature engineering.

• Coursera
• 11 hours 53 minutes
• On-Demand
• Free Online Course (Audit)

Fractal Analytics

Advanced Machine Learning Algorithms

Explore advanced machine learning algorithms, from regularization to ensemble methods. Master feature engineering, hyperparameter tuning, and model selection for enhanced predictive accuracy and real-world applications.

• Coursera
• 20 hours 43 minutes
• On-Demand
• Free Online Course (Audit)

AI Workflow: Feature Engineering and Bias Detection

69 ratings at Coursera

Learn feature engineering, bias detection, and unsupervised learning techniques for AI workflows. Gain skills in handling class imbalances, dimension reduction, and data visualization for effective pattern recognition and data mining.

• Coursera
• 12 hours 16 minutes
• On-Demand
• Free Online Course (Audit)

Machine Learning in Python - Complete Course & Projects

60 ratings at Udemy

Learn Machine Learning Algorithms and their Python Implementations. Learn the core concepts in Machine Learning.

• Udemy
• 4-5 hours
• On-Demand
• Paid Course

Machine Learning Terminology & Process For Beginners

34 ratings at Udemy

Learn Machine Learning Terminology & Process and gain solid understanding along with hand-on labs. Master 5 Steps of ML

• Udemy
• 3-4 hours
• On-Demand
• Paid Course

MathWorks

Data Science Project: MATLAB for the Real World

25 ratings at Coursera

Apply data science skills to real-world problems using MATLAB. Explore, process, analyze, and model data through a hands-on project. Develop expertise in feature engineering, machine learning, and result communication.

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

Efficient Machine Learning

24 ratings at Udemy

Become an Advanced Machine Learning Specialist, Learn Preprocessing, Feature Engineering, Model Evaluation and Selection

• Udemy
• 2-3 hours
• On-Demand
• Paid Course

Fraud Detection on Financial Transactions with Machine Learning on Google Cloud

19 ratings at Coursera

This is a self-paced lab that takes place in the Google Cloud console. Explore financial transactions data for fraud analysis, apply feature engineering and machine learning techniques to detect fraudulent activities using BigQuery ML.

• Coursera
• 1 hour 30 minutes
• On-Demand
• Paid Course

Preprocessing for Machine Learning in Python

17 ratings at DataCamp

Learn how to clean and prepare your data for machine learning!

• DataCamp
• 4 hours
• On-Demand
• Free Trial Available

Machine Learning Rapid Prototyping with IBM Watson Studio

13 ratings at Coursera

Explore automated AI capabilities for rapid prototyping in machine learning using IBM Watson Studio's AutoAI tool, focusing on data preparation, model selection, and hyperparameter optimization.

• Coursera
• 8 hours 53 minutes
• On-Demand
• Free Online Course (Audit)