Binary Classification Courses and Certifications

EDUCBA

Machine Learning with Python: Diabetes Prediction

Master diabetes prediction using Python and machine learning through hands-on practice with real healthcare data, logistic regression, and ROC curve evaluation techniques.

• Coursera
• 2 hours 32 minutes
• On-Demand
• Paid Course

EDUCBA

Predictive Analytics Model for Term Deposit Investment

Master CART algorithm for term deposit predictions through hands-on decision tree modeling, parameter tuning, and validation techniques in financial marketing contexts.

• Coursera
• 3 hours 15 minutes
• On-Demand
• Paid Course

EDUCBA

Logistic Regression with SAS: Build & Evaluate Models

Master logistic regression in SAS through hands-on model building, feature engineering, and performance evaluation for real-world classification problems.

• Coursera
• 8 hours 38 minutes
• On-Demand
• Paid Course

Intro to Deep Learning

4 reviews

Use TensorFlow and Keras to build and train neural networks for structured data.

• Kaggle
• 4 hours
• On-Demand
• Free Certificate

Machine Learning and AI Foundations: Classification Modeling

481 ratings at LinkedIn Learning

Classification methods are among the most important in modern data science. Learn classification strategies and algorithms for machining learning and AI.

• LinkedIn Learning
• 2 hours 5 minutes
• On-Demand
• Free Trial Available

Abhishek Thakur

Simple and Basic Binary Classification Metrics

Learn essential binary classification metrics and enhance your machine learning framework with a customizable metrics class for improved model evaluation and performance analysis.

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

NPTEL-NOC IITM

Logistic Regression Examples - Binary Classification

Explore practical examples of Binary Logistic Regression to understand its application in real-world scenarios.

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

Estimating ML-models Financial Impact

Discover how to translate machine learning model performance into concrete financial results and business value through estimation techniques, A/B testing, and risk assessment.

• XuetangX
• On-Demand
• Free Online Course

Applied Algebraic Topology Network

An Application of Neighborhoods in Directed Graphs in the Classification of Binary Dynamics

Explore graph theory applications in classifying binary dynamics, focusing on vertex neighborhoods and their use in analyzing neuronal network activity, with insights from the Blue Brain Project.

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

Fully Connected Neural Networks with Keras

91 ratings at egghead.io

Build and train fully connected neural networks using Keras for various machine learning tasks, including regression, binary classification, and multi-category classification. Learn to optimize, evaluate, save, and deploy models.

• egghead.io
• 39 minutes
• On-Demand
• Paid Course

AWS Machine Learning by Example

82 ratings at LinkedIn Learning

Take a deeper dive into machine learning with Amazon Web Services (AWS). Learn how to approach common machine learning tasks using key techniques.

• LinkedIn Learning
• 1-2 hours
• On-Demand
• Free Trial Available

Explore computational learning theory, focusing on binary classification and incremental learning models, with insights into various AI approaches and research areas.

• openHPI
• 3 weeks
• On-Demand
• Free Online Course

Vertex AI Tabular Data: Qwik Start

In this lab, you will learn how to build a binary classification model from tabular data using Vertex AI.

• Google Skills
• On-Demand
• Paid Course

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
• On-Demand
• Free Video

Abhishek Thakur

Applied Machine Learning Framework

Master building a comprehensive ML framework from cross-validation to categorical features, binary classification metrics, and entity embeddings for real-world applications.

• YouTube
• 5 hours 22 minutes
• On-Demand
• Free Video