Classification Models Courses and Certifications

MathWorks

Predictive Modeling and Machine Learning with MATLAB

89 ratings

Learn to build, evaluate, and optimize regression and classification models using MATLAB. Apply supervised machine learning workflows to real-world datasets and improve model performance through feature selection and hyperparameter tuning.

• Coursera
• 18 hours 52 minutes
• Self-Paced
• Paid Course

Weights & Biases

Label Factory - LLMs for Training Small Language Classification Models at Scale

Discover how to create small, multimodal classifiers using LLMs for content moderation at scale, achieving 90%+ accuracy without human annotation through knowledge distillation.

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

CertNexus

Build Regression, Classification, and Clustering Models

19 ratings at Coursera

Learn to build regression, classification, and clustering models using various algorithms. Gain hands-on experience in model selection, evaluation, and tuning for supervised and unsupervised learning tasks.

• Coursera
• 20 hours 19 minutes
• Self-Paced
• Paid Course

Classification Models

2 ratings at Udacity

Learn how to use classification predictive models to solve business problems involving non-numeric data.

• Udacity
• 5 hours
• Self-Paced
• Free Online Course

Machine Learning with caret in R

18 ratings at DataCamp

This course teaches the big ideas in machine learning like how to build and evaluate predictive models.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Machine Learning in the Tidyverse

13 ratings at DataCamp

Leverage tidyr and purrr packages in the tidyverse to generate, explore, and evaluate machine learning models.

• DataCamp
• 5 hours
• Self-Paced
• Free Trial Available

Model Validation in Python

Learn the basics of model validation, validation techniques, and begin creating validated and high performing models.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Practicing Statistics Interview Questions in Python

Prepare for your next statistics interview by reviewing concepts like conditional probabilities, A/B testing, the bias-variance tradeoff, and more.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Train and Evaluate Classification Models

Train and evaluate classification models using Scikit-Learn. Learn binary classification, logistic functions, thresholds, and performance metrics for effective machine learning categorization.

• YouTube
• 1 hour 29 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

PyTorch - Building Classification Models

Master building classification models in PyTorch with hands-on coding examples and practical implementation techniques.

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

Data Science Dojo

Hybrid Chatbots - Merging LLMs and Classification Models for Enhanced Conversational Experiences

Explore hybrid chatbots combining LLMs and classification models for natural, engaging interactions. Learn to accelerate development, optimize resources, and enhance accuracy in customer service and healthcare applications.

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

Introduction to Data Science with Python

156 ratings at edX

Learn the concepts and techniques that make up the foundation of data science and machine learning.

• edX
• 8 weeks, 3-4 hours/week
• Self-Paced
• Free Online Course (Audit)

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
• Self-Paced
• Free Online Course

Regression and Classification

16 ratings at Coursera

Explore statistical modeling concepts, including regression, classification, and unsupervised techniques. Learn when to use specific models, how to tune them, and understand trade-offs for informed decision-making.

• Coursera
• 1 day 10 hours 50 minutes
• Self-Paced
• Paid Course

Coursera

Data Science Challenge

214 ratings at Coursera

Compete in a 72-hour data science challenge to build a predictive model using Python. Top performers earn badges, course access, and showcase opportunities for potential employers.

• Coursera
• 3 hours 20 minutes
• Self-Paced
• Paid Course