Classification Courses and Certifications

Microcredential

Data Processing and Analysis

1 review

Comprehensive program covering data preprocessing, visualization, SQL/NoSQL databases, and machine learning techniques. Offers practical skills in Excel, Python, and MS Azure for both beginners and experienced coders.

• edX
• 15 weeks, 2-4 hours a week
• On-Demand
• $447.00
• 3 courses

NPTEL;  IIT Kharagpur

Deep Learning for Visual Computing

1 review

Comprehensive exploration of deep learning techniques for visual computing, covering neural networks, autoencoders, and CNNs with hands-on implementations using Python and popular datasets.

• YouTube
• 11 hours
• On-Demand
• Free Video

Machine Learning with Python

1 review

Explore machine learning basics, algorithms, and models using Python. Learn supervised and unsupervised techniques, statistical modeling, and real-world applications. Gain practical skills in classification, regression, clustering, and dimensionality red…

• Cognitive Class
• 3 hours
• On-Demand
• Free Online Course

MooMooMath and Science

Life Science and Biology Year in Review - Cells, Genetics, Evolution, Symbiosis, Biomes, Classification

1 review

Comprehensive review of life science fundamentals: cells, genetics, evolution, body systems, ecology, and classification. Covers key concepts for a solid understanding of biology.

• YouTube
• 1 hour 14 minutes
• On-Demand
• Free Video

The Royal College of Pathologists

Implementation Guidance for Carcinomas and Mucinous Neoplasms of the Appendix

1 review

Guidance on histopathological reporting of appendiceal carcinomas and mucinous neoplasms, covering classification, staging, and challenging cases for pathologists.

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

GEO GIRL

Brachiopoda - Invertebrate Paleontology - GEO GIRL

1 review

Explore brachiopod anatomy, morphology, and classification. Learn to distinguish these marine invertebrates from mollusks and understand their evolutionary history and diverse shell shapes.

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

Random Forests

Learn to build, evaluate, and implement Random Forests, including handling missing data and clustering. Gain practical skills using R for this powerful machine learning technique.

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

Gradient Boost

Explore the fundamentals and advanced concepts of Gradient Boost for regression and classification in machine learning.

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

XGBoost

Learn to implement XGBoost for regression and classification, explore its mathematical foundations, and master advanced optimizations in Python.

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

Big Data Analytics

Learn key technologies and techniques, including R and Apache Spark, to analyse large-scale data sets to uncover valuable business information.

• edX
• 10 weeks, 8-10 hours a week
• On-Demand
• Free Online Course (Audit)

Big Data Capstone Project

Further develop your knowledge of big data by applying the skills you have learned to a real-world data science project.

• edX
• 6 weeks, 4-5 hours a week
• On-Demand
• Free Online Course (Audit)

Machine Learning with Python: Foundations

4877 ratings at LinkedIn Learning

Learn the basics of machine learning and how you can create a machine learning model with Python.

• LinkedIn Learning
• 1 hour 55 minutes
• On-Demand
• Free Trial Available

STAT 505: Applied Multivariate Statistical Analysis

Explore multivariate statistical methods, including t-tests, ANOVA extensions, dimension reduction, and clustering techniques. Learn to select, implement, and interpret analyses using SAS and Minitab.

• OPEN.ED@PSU
• On-Demand
• Free Online Course

Machine Learning with R

Dive into machine learning fundamentals using R. Explore supervised and unsupervised learning, statistical modeling, and various algorithms. Gain practical insights through real-life examples and societal impacts.

• Cognitive Class
• 3 hours
• On-Demand
• Free Online Course

Cataloging And Classification

Explore cataloging techniques, tools, and technologies for library support staff, focusing on description, access, classification, and modern discovery systems.

• California Community Colleges System
• 15 weeks, 3 hours a week
• 3rd Sep, 2024
• Paid Course