Support Vector Machine (SVM) Courses and Certifications

Complete Machine Learning & Data Science with Python | A-Z

519 ratings at Udemy

Use Scikit, learn NumPy, Pandas, Matplotlib, Seaborn and dive into machine learning A-Z with Python and Data Science.

• Udemy
• 8 hours 42 minutes
• Self-Paced
• Paid Course

Machine Learning with Python

Comprehensive Python tutorial covering machine learning concepts, algorithms, and deep learning with TensorFlow. Includes hands-on projects and real-world applications.

• YouTube
• 19 hours
• Self-Paced
• Free Video

Machine Learning for Everybody – Full Course

3 ratings

Comprehensive introduction to machine learning concepts and TensorFlow implementation, covering classification, regression, neural networks, and unsupervised learning techniques for beginners.

• freeCodeCamp
• 3-4 hours
• Self-Paced
• Free Video

Natural Language Processing: NLP In Python with 2 Projects

390 ratings at Udemy

Learn NLP with Machine Learning Algorithms, Spacy, NLTK, TextBlob for Text Processing, Text Classification and Much More

• Udemy
• 2 hours 57 minutes
• Self-Paced
• Paid Course

Practical Machine Learning for Data Scientists

389 ratings at Udemy

Master practical machine learning fundamentals using Python libraries to build supervised and unsupervised models for classification, regression, and clustering tasks while implementing end-to-end ML pipelines.

• Udemy
• 13 hours 40 minutes
• Self-Paced
• Paid Course

Machine Learning Optimization Using Genetic Algorithm

377 ratings at Udemy

Learn how to optimize Machine Learning algorithms' performances and apply feature selection using Genetic Algorithm

• Udemy
• 6 hours 33 minutes
• Self-Paced
• Paid Course

Machine Learning & Data Science for Beginners in Python

319 ratings at Udemy

Data Science Projects with Linear Regression, Logistic Regression, Random Forest, SVM, KNN, KMeans, XGBoost, PCA etc

• Udemy
• 1 day 8 hours 5 minutes
• Self-Paced
• Paid Course

Data Science Projects: Data Analysis, ML, and Deployment

318 ratings at Udemy

Hands-On Data Science Projects: Streamlit & FastAPI for Real-World ML Model Deployment and Visualization

• Udemy
• 2 hours
• Self-Paced
• Paid Course

Stanford CS229 - Machine Learning - Summer 2019 - Kernel Methods & Support Vector Machine

Explore kernel methods and Support Vector Machines in machine learning, focusing on advanced techniques for data classification and pattern recognition in complex datasets.

• YouTube
• 1 hour 55 minutes
• Self-Paced
• Free Video

Machine Learning in R & Predictive Models | 3 Courses in 1

238 ratings at Udemy

Supervised & unsupervised machine learning in R, clustering in R, predictive models in R by many labs, understand theory

• Udemy
• 7 hours 36 minutes
• Self-Paced
• Paid Course

Maths behind machine learning

53 ratings at Udemy

Introductory course for budding machine learning engineers

• Udemy
• 1 hour 2 minutes
• Self-Paced
• Free Online Course

Mathematical Foundations of Machine Learning

Discover the mathematical foundations underlying machine learning algorithms, from classical linear models and SVMs to modern deep learning architectures like CNNs, RNNs, and Transformers.

• Swayam
• 12 weeks
• Self-Paced
• Free Online Course

Machine Learning Using Python Programming

Master Python-based machine learning techniques from data preprocessing to deep learning, covering regression, classification, clustering, and neural networks with practical implementations.

• Swayam
• 12 weeks
• Self-Paced
• Free Online Course

Machine Learning and Knowledge Discovery

Master machine learning fundamentals through hands-on PyTorch implementation, covering neural networks, SVMs, deep learning architectures, and practical applications in robotics, computer vision, and text analysis.

• XuetangX
• Self-Paced
• Free Online Course

Credential

Intermediate Machine Learning

Master advanced ML algorithms including Naive Bayes, SVMs, hyperparameter tuning, and ensemble methods to elevate your machine learning expertise through hands-on projects.

• Codecademy
• 8 hours
• Self-Paced
• Free Trial Available