Feature Engineering Courses and Certifications

Feature Engineering for NLP in Python

11 ratings at DataCamp

Learn techniques to extract useful information from text and process them into a format suitable for machine learning.

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

Generative AI for Data Science

Unlock GenAI's potential in data science: enhance accuracy, efficiency, and innovation. Learn key applications, tackle real-world challenges, and address ethical considerations in this comprehensive course.

• Coursera
• 3 hours 17 minutes
• On-Demand
• Free Online Course (Audit)

AI and Machine Learning Algorithms and Techniques

Master core AI and ML algorithms through hands-on exploration of supervised, unsupervised, and reinforcement learning. Apply feature engineering, understand deep learning models, and evaluate techniques for real business solutions.

• Coursera
• 1 day 23 hours 59 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Preparing for Google Cloud Certification: Machine Learning Engineer

Comprehensive program for aspiring ML engineers, covering AI fundamentals, TensorFlow, feature engineering, and MLOps on Google Cloud. Includes hands-on labs and preparation for professional certification.

• Coursera
• On-Demand
• Paid Course
• 8 courses

Corporate Finance Institute

Data Prep for Machine Learning in Python

Master data preparation techniques for machine learning in Python, from importing and cleaning to feature engineering and selection. Learn imputation, EDA, and transformations for optimal ML model performance.

• Coursera
• 5 hours 47 minutes
• On-Demand
• Free Online Course (Audit)

Corporate Finance Institute

Data Science & Machine Learning Fundamentals

Master data science fundamentals through real-world business applications, from regression and classification to feature engineering. Gain practical insights for implementing data-driven decision making in your organization.

• Coursera
• 5 hours 45 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Generative AI for Data Scientists

Boost your data science career with generative AI skills. Learn basics, prompt engineering, and applications in data science methodology using IBM tools like Watsonx and Prompt Lab.

• Coursera
• On-Demand
• Paid Course
• 3 courses

Big Data for Reliability and Security

This course teaches the principles and practices of big data for improving the reliability and the security of computing systems. It exemplifies the principles through real-world examples and provides challenging programming problems based on novel datas…

• edX
• 6 weeks, 6-8 hours a week
• On-Demand
• Free Online Course (Audit)

MathWorks

Machine Learning Onramp

2 reviews

Learn the basics of practical machine learning methods for classification problems.

• MATLAB Academy
• 2 hours
• On-Demand
• Free Certificate

Time Series

1 review

Apply machine learning to real-world forecasting tasks.

• Kaggle
• 5 hours
• On-Demand
• Free Certificate

Valerio Velardo - The Sound of AI

AI, Machine Learning and Deep Learning

1 review

Explore AI, machine learning, and deep learning concepts, including supervised, unsupervised, and reinforcement learning paradigms. Learn when to use traditional ML or deep neural networks for audio applications.

• YouTube
• 31 minutes
• On-Demand
• Free Video

Tabular Data

Learn machine learning techniques for tabular data, including model evaluation, feature engineering, tree-based models, hyperparameter tuning, and neural networks using AWS SageMaker.

• YouTube
• 4 hours 30 minutes
• On-Demand
• Free Video

Natural Language Processing in Business

Master NLP techniques for business applications, from text preprocessing to sentiment analysis and chatbot creation.

• California Community Colleges System
• 15 weeks, 3-4 hours a week
• 26th Aug, 2024
• Paid Course

Machine Learning and AI Foundations: Predictive Modeling Strategy at Scale

361 ratings at LinkedIn Learning

Scalability is one of the biggest challenges in data science. Learn how to evaluate data, choose the right algorithms, and perform predictive modeling at scale.

• LinkedIn Learning
• 1 hour 3 minutes
• On-Demand
• Free Trial Available

AI Fundamentals for Data Professionals

311 ratings at LinkedIn Learning

Discover the fundamental skills, tools, and concepts of AI in this course designed for data professionals.

• LinkedIn Learning
• 1 hour 8 minutes
• On-Demand
• Free Trial Available