Machine Learning Courses and Certifications

Great Learning

Support Vector Machine - SVM - Machine Learning Tutorial

Support Vector Machines have various applications such as they can be used in classification of images, in handwritten character recognition, classification of satellite SAR data. Learn about SVM in this video by Great Learning.

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

Great Learning

Regression Analysis - Regression Coefficients - Machine Learning for Beginners

In this tutorial, we have covered all the important topics such as, What is Linear regression, How it works, What are its advantages, and much more that will help you to understand this concept with ease.

• YouTube
• 4 hours 57 minutes
• Self-Paced
• Free Video

Great Learning

Unsupervised Learning - Clustering and Association Algorithms in Machine Learning

In this tutorial, we will help you to cover every concept related to Unsupervised Learning.

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

Great Learning

Linear Regression in Python - Machine Learning - Linear Regression Algorithm

Comprehensive tutorial on linear regression, covering simple and multiple regression with Excel and Python implementations. Includes step-by-step examples and practical applications in data analysis.

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

Great Learning

Image Processing with AWS - AWS Machine Learning and Artificial Intelligence

Comprehensive overview of AWS image processing, machine learning, and AI services, featuring hands-on demos of SageMaker, Rekognition, Comprehend, Polly, and Textract for practical applications.

• YouTube
• 3 hours 29 minutes
• Self-Paced
• Free Video

Great Learning

Supervised Machine Learning with Tree-Based Models

Learn supervised machine learning using tree-based models. Explore decision trees and random forests, with practical Python implementations for real-world problem-solving and performance optimization.

• YouTube
• 1 hour 42 minutes
• Self-Paced
• Free Video

Serrano.Academy

What Is Quantum Machine Learning?

Friendly introduction to quantum computing and machine learning, covering qubits, quantum gates, entanglement, and their applications in generative modeling and optimization.

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

DigitalSreeni

How to Get Started with Data Science and Machine Learning

Explore the fundamentals of data science, analytics, AI, and machine learning. Learn essential skills and create a structured learning plan for these in-demand fields.

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

LiquidBrain Bioinformatics

TCGA Biomarkers Identification Using Machine Learning - Complete Walkthrough

Comprehensive walkthrough on using machine learning to identify TCGA biomarkers, covering data preparation, neural network construction, and gene set enrichment analysis.

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

Simons Institute

On Quantum Linear Algebra for Machine Learning - Quantum Colloquium

Explore quantum singular value transformation for machine learning, its applications, barriers to quantum speedups, and connections to classical algorithms.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Simons Institute

Quantum Machine Learning- Prospects and Challenges

Explore prospects and challenges in quantum machine learning, covering classification techniques, dimensionality reduction, data loading, and benchmarking for both optimistic and cautious perspectives.

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

Simons Institute

What is Your Data Worth? Equitable Data Valuation in Machine Learning

Explore equitable data valuation in machine learning, focusing on Data Shapley Value and its applications in healthcare, face recognition, and NLP.

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

MITCBMM

Neural Decoding of Spike Trains and Local Field Potentials with Machine Learning in Python

Learn Python-based machine learning techniques for neural decoding, focusing on preprocessing, model selection, and optimization for spike trains and local field potentials from macaque cortical areas.

• YouTube
• 1 hour 50 minutes
• Self-Paced
• Free Video

Databricks

Unsupervised Machine Learning for Scaling Data Quality Monitoring in Databricks

Explore unsupervised ML algorithms for scalable data quality monitoring in Databricks, covering implementation, strengths, weaknesses, and practical applications for effective data management.

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

Databricks

Low-Code Machine Learning on Databricks with AutoML

Discover how to build, train, and deploy ML models using Databricks AutoML and low-code tools, empowering users of all expertise levels to create predictive analytics solutions.

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