Classification Courses and Certifications

Strong Medicine

Classification of Bacteria - Antibiotics Lecture 1

Learn how to classify bacteria using morphology, gram stain, and other tests, creating a practical scheme for clinical use. Explore bacterial naming, important tests, and shorthand for efficient identification.

• YouTube
• 22 minutes
• Self-Paced
• Free Video

Krish Naik

Performance Metrics for Classification Problem in Machine Learning - Part 1

Learn key performance metrics for binary classification in machine learning, including recall and precision, to effectively evaluate model performance and make informed decisions.

• YouTube
• 24 minutes
• Self-Paced
• Free Video

MedNerd - Dr. Waqas Fazal

Asthma Treatment and Management Guidelines: Symptoms, Classification, Types, and Medicine - USMLE Lecture

Explore comprehensive asthma management, from symptoms and classification to latest treatment guidelines. Learn diagnostic tests, medication options, and follow-up strategies for effective care.

• YouTube
• 25 minutes
• Self-Paced
• Free Video

StatQuest with Josh Starmer

Classification Trees in Python from Start to Finish

Comprehensive guide to building and optimizing classification trees in Python, covering data preparation, model construction, pruning techniques, and visualization.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

HuggingFace

Hugging Face Course - Fast Tokenizers and Token Classification Pipelines - Chapter 6

Explore fast tokenizers, token classification, question answering pipelines, and build custom tokenizers using BPE, WordPiece, and Unigram methods.

• YouTube
• 55 minutes
• Self-Paced
• Free Video

PLAY Chemistry

Periodic Classification of Elements - Class 11th, JEE Mains, Advanced, NEET

Discover periodic trends, atomic properties, and electronic configurations through animated explanations covering Mendeleev's table to modern classification for JEE/NEET prep.

• YouTube
• 3 hours 10 minutes
• Self-Paced
• Free Video

Python Tutorials for Digital Humanities

Topic Modeling and Text Classification with Python for Digital Humanities

Discover topic modeling and text classification techniques using Python libraries like Scikit-Learn, Gensim, and spaCy for digital humanities research and analysis.

• YouTube
• 3 hours 58 minutes
• Self-Paced
• Free Video

Career Certificate

Machine Learning: Theory and Hands-on Practice with Python

47 ratings at Coursera

Master predictive modeling, unsupervised learning, and neural networks with Python through hands-on practice and theoretical foundations in modern ML techniques.

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

Master statistics & machine learning: intuition, math, code

2974 ratings at Udemy

A rigorous and engaging deep-dive into statistics and machine-learning, with hands-on applications in Python and MATLAB.

• Udemy
• 1 day 14 hours 21 minutes
• Self-Paced
• Paid Course

Career Certificate

Data Analysis with Python

29 ratings at Coursera

Comprehensive overview of data analysis techniques using Python, covering classification, regression, clustering, and more. Includes hands-on examples and a final project.

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

Gautam Varde

Pumps - Classification and Types in Basic Mechanical Engineering

3 ratings

Comprehensive overview of pump types, including centrifugal, single/double acting, plunger, and gear pumps, with classifications and key principles for engineering students.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

Career Certificate

Statistical Learning for Data Science

21 ratings at Coursera

Gain advanced statistical learning techniques for data science, including model selection, regression, classification, and unsupervised learning. Develop skills to explain and justify models effectively.

• Coursera
• 16 weeks, 9 hours/week
• Self-Paced
• Paid Course
• 3 courses

Ensemble Machine Learning in Python: Random Forest, AdaBoost

2654 ratings at Udemy

Ensemble Methods: Boosting, Bagging, Boostrap, and Statistical Machine Learning for Data Science in Python

• Udemy
• 5 hours 48 minutes
• Self-Paced
• Paid Course

Machine Learning- From Basics to Advanced

2337 ratings at Udemy

A beginners guide to learn Machine Learning (including Hands-on projects - From Basic to Advance Level)

• Udemy
• 6 hours 49 minutes
• Self-Paced
• Paid Course

Career Certificate

Applied AI for Engineers and Scientists: Foundations

143 ratings at Coursera

Master AI fundamentals tailored for engineers and scientists through MATLAB, focusing on evolutionary computation and machine learning for real-world optimization and data analysis applications.

• Coursera
• 4 weeks, 4 hours/week
• Self-Paced
• Paid Course
• 3 courses