Classification Courses and Certifications

Linguistics for Token Classification in spaCy

Master linguistic concepts and semantic analysis for token classification using spaCy, from syntactic dependencies to custom NLP pipeline components and entity recognition techniques.

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

Master classification models using Python Machine Learning Client for SAP HANA to predict employee churn through hands-on workflow from feature extraction to evaluation.

• SAP Learning
• 1 hour 46 minutes
• On-Demand
• Free Online Course

Applying BigQuery ML's Classification, Regression, and Demand Forecasting for Retail Applications

Learn to predict retail demand, classify customer behavior, and forecast taxi fares using BigQuery ML's advanced features for improved business decision-making and operational efficiency.

• Google Skills
• 4 hours 15 minutes
• On-Demand
• Paid Course

Classification Algorithms and Metrics

Dive into classification algorithms by building Logistic Regression, k-NN, Naive Bayes, and Decision Trees from scratch without libraries, plus implement AUCROC metrics.

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

Clustering & Classification

Discover k-means clustering and logistic regression to segment data into meaningful groups and predict class membership probabilities with practical applications.

• Brilliant
• On-Demand
• Paid Course

Federal Wage System Classification Course

4 ratings at Graduate School USA

Master Federal Wage System job classification through hands-on practice with grading standards, evaluation methods, and supervisory position analysis.

• Graduate School USA
• On-Demand
• $1,049.00

AI for Federal HR Classification

Discover AI tools and applications to enhance federal HR classification workflows, from position description development to compliance oversight and ethical implementation.

• Graduate School USA
• On-Demand
• $899.00

Feature Engineering for Text Classification

1 review

Master text classification techniques through hands-on practice with tokenization, Bag-of-Words, TF-IDF, sparse matrices, and dimensionality reduction for effective natural language processing applications.

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

Natural Language Processing with Classification and Vector Spaces

4633 ratings at Coursera

This is the Course 1 of the Natural Language Processing Specialization, offered by deeplearning.ai

• Coursera
• 1 day 9 hours 23 minutes
• On-Demand
• Paid Course

StatQuest with Josh Starmer

XGBoost Part 2 - Classification

Learn how XGBoost trees are built for classification, covering similarity scores, gain, cover, pruning, and logistic regression in this advanced machine learning tutorial.

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

Data Science Courses

Machine Learning and Classification - STAT 441/841 CM 763 - Fall 2015

Master classification algorithms from linear discriminants to neural networks, covering PCA, SVM, decision trees, boosting, and PAC learning theory.

• YouTube
• 20 hours 42 minutes
• On-Demand
• Free Video

Code With Aarohi

YOLOv8 Complete Tutorial - Object Detection, Segmentation and Classification Explained

Master YOLOv8 for object detection, segmentation, and classification with hands-on Python tutorials covering real-world applications and deployment strategies.

• YouTube
• 4 hours 12 minutes
• On-Demand
• Free Video

Machine Learning for Absolute Beginners - Level 1

32903 ratings at Udemy

Learn the Fundamental Concepts of Artificial Intelligence and Machine Learning as the Next Game-Changing Technology

• Udemy
• 4 hours 28 minutes
• On-Demand
• Paid Course

Data Science Conference

The Genius of LLMs as Classifiers

Explore the unconventional use of LLMs for classification tasks, including challenges, practical applications, and emerging techniques, illustrated through real-world examples from Katherine Munro's experience building conversational AI.

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

Complete Guide to TensorFlow for Deep Learning with Python

17094 ratings at Udemy

Learn how to use Google's Deep Learning Framework - TensorFlow with Python! Solve problems with cutting edge techniques!

• Udemy
• 14 hours 10 minutes
• On-Demand
• Paid Course