Classification Courses and Certifications

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

Cisco Enterprise Networks: Quality of Service (QoS)

In this course, you’ll learn how Quality of Service (QoS) tools can help you avoid network congestion and appropriately deal with it when it occurs.

• Pluralsight
• 1 hour 14 minutes
• On-Demand
• Free Trial Available

Machine Learning for Musicians and Artists

93 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

CS50's Introduction to Artificial Intelligence with Python

24 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)

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)

NPTEL;  IIT Kharagpur

Data Mining

25 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

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

13 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

Modelos predictivos con Machine Learning

25 reviews

En este curso conocerás los fundamentos del aprendizaje automático y como crear modelos de predicción, regresión y clasificación con ayuda de Python. Explorarás problemas de clasificación, regresión, series de tiempo, agrupamiento y sistemas expertos.

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

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
• Free Online Course (Audit)

Microcredential

Computer Science for Artificial Intelligence

1 review

Comprehensive introduction to computer science and AI, covering programming fundamentals, algorithms, and machine learning. Hands-on projects develop skills for designing intelligent systems and solving real-world problems.

• edX
• 19 weeks, 8-24 hours a week
• On-Demand
• $518.00
• 2 courses

Finding Fairness - Incorporating Societal Values in Computer Algorithms

Exploring algorithmic fairness and privacy in computer science, addressing concerns about incorporating societal values into technology as it increasingly impacts our lives.

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

Statistical Learning with Python

14 ratings at edX

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 Python.

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

Microcredential

AI and Machine Learning Essentials with Python

Gain essential skills in AI, machine learning, and Python programming. Learn statistics, solve real-world problems, and prepare for advanced study in these cutting-edge fields.

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

Machine Learning Essentials

Explore statistical learning techniques for machine learning, including linear regression and classification. Apply concepts through Python coding assignments and practical problem-solving.

• Coursera
• 17 hours 59 minutes
• On-Demand
• Free Online Course (Audit)

Introduction to Machine Learning in Sports Analytics

22 ratings at Coursera

Explore supervised machine learning techniques using Python and real athletic data to predict sports outcomes, applying methods like SVM, decision trees, and ensembles to analyze professional leagues and wearable device data.

• Coursera
• 12 hours 55 minutes
• On-Demand
• Free Online Course (Audit)