Classification Courses and Certifications

Classification – Fundamentals & Practical Applications

67 ratings at Corporate Finance Institute

This course provides a comprehensive overview of classification problems, solutions, and interpretations along with walkthroughs of real-world scenarios

• Corporate Finance Institute
• 1 hour 28 minutes
• On-Demand
• Paid Course

Machine Learning for Musicians and Artists

94 reviews

Explore machine learning techniques for creating interactive art, music, and installations. Learn to analyze gestures, audio, and sensor data using classification, regression, and segmentation algorithms.

• Kadenze
• 50 hours
• On-Demand
• Free Online Course

• Best of All Time

Harvard CS50’s Artificial Intelligence with Python – Full University Course

112 reviews

Explore AI foundations through hands-on Python projects. Cover graph search, classification, optimization, reinforcement learning, and more. Gain practical skills in implementing AI algorithms and understanding their applications.

• freeCodeCamp
• 12 hours
• On-Demand
• Free Video

CS50's Introduction to Artificial Intelligence with Python

37 reviews

Learn to use machine learning in Python in this introductory course on artificial intelligence.

• edX
• 7 weeks, 10-30 hours a week
• On-Demand
• Free Online Course (Audit)

NPTEL-NOC IITM

Logistic Regression: Classification Evaluation Metrics

Understand key classification metrics including confusion matrix, accuracy, precision, recall, F1-score, and AUC-ROC for evaluating logistic regression models.

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

DeepLearning.AI;  Stanford

Supervised Machine Learning: Regression and Classification

32140 ratings at Coursera

Develop machine learning skills using Python, covering regression and classification techniques with hands-on practice in NumPy and scikit-learn for real-world AI applications.

• Coursera
• 1 day 9 hours 19 minutes
• On-Demand
• Paid Course

Machine Learning: Classification

9 reviews

Learn to build and implement classification models for sentiment analysis and loan default prediction using logistic regression, decision trees, and boosting techniques. Gain hands-on experience with real-world datasets and machine learning algorithms.

• Coursera
• 21 hours 25 minutes
• On-Demand
• Paid Course

Statistical Learning with R

28 reviews

Learn some of the main tools used in statistical modeling and data science. We cover both traditional as well as exciting new methods, and how to use them in R. Course material updated in 2021 for second edition of the course textbook.

• edX
• 11 weeks, 3-5 hours a week
• On-Demand
• Free Online Course (Audit)

Deep Dive into Regression and Classification Metrics

Master essential machine learning metrics for evaluating regression and classification models, from basic error measurements to advanced ROC curves and confusion matrices.

• CodeSignal
• 2 hours
• On-Demand
• Free Certificate

NPTEL;  IIT Kharagpur

Data Mining

39 reviews

Comprehensive exploration of data mining techniques, covering preprocessing, association rules, classification methods, and clustering algorithms for extracting valuable insights from datasets.

• YouTube
• 16 hours
• On-Demand
• Free Video

Animal Taxonomy & Characteristics Lesson Plans

Expertly crafted lesson plans on animal taxonomy, covering classification, adaptations, and various animal groups. Includes resources for quizzes, assignments, and curriculum development.

• Study.com
• 1 day 2 hours 8 minutes
• On-Demand
• Paid Course

Machine Learning for Data Analysis: Classification Modeling

604 ratings at Udemy

Machine Learning made simple with Excel! Classification for advanced data analysis & business intelligence (no coding!)

• Udemy
• 2 hours 31 minutes
• On-Demand
• Paid Course

Machine Learning With Big Data

14 reviews

Explore, analyze, and leverage big data using machine learning techniques. Learn to design approaches, prepare data, construct models, and scale solutions using open-source tools and Spark.

• Coursera
• 20 hours 6 minutes
• On-Demand
• Paid Course

Classification and Planned Experiments

Master classification techniques like K-nearest neighbor and logistic regression, plus experimental design principles for causal analysis using R and Python.

• Coursera
• 4 hours 47 minutes
• On-Demand
• Paid Course

Microcredential

FinTech Industry Professional (FTIP®) Certification

15995 ratings at Corporate Finance Institute

Master the emerging technologies driving the future of finance

• Corporate Finance Institute
• On-Demand
• Paid Course