Supervised Learning Courses and Certifications

AI Innovation in Healthcare

Explore AI's transformative role in healthcare, from data-driven diagnostics to ethical challenges, gaining practical insights into traditional, predictive, and generative AI applications for improved patient care.

• Coursera
• 14 hours 30 minutes
• On-Demand
• Paid Course

Machine Learning for Engineers: Algorithms and Applications

Master practical machine learning algorithms through hands-on implementation in Python and PyTorch, covering supervised and unsupervised learning techniques for real-world applications in computer vision, NLP, and robotics.

• Coursera
• 17 hours 31 minutes
• On-Demand
• Paid Course

Statistical Learning for Engineering Part 1

Explore supervised and unsupervised machine learning algorithms, from linear regression to SVMs, with hands-on Python implementation for real-world engineering applications.

• Coursera
• 1 day 11 hours 38 minutes
• On-Demand
• Paid Course

Techniques d’intelligence artificielle : des fondements aux applications

Explorez les fondements de l'apprentissage automatique supervisé, des algorithmes de base aux réseaux de neurones profonds, avec des applications pratiques dans divers domaines.

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

Statistical Learning for Engineering Part 2

Explore advanced machine learning algorithms including neural networks, clustering, dimensionality reduction, and reinforcement learning with hands-on Python implementation.

• Coursera
• 1 day 46 minutes
• On-Demand
• Paid Course

LearnKartS

Introduction to AI and Machine Learning

Discover the fundamentals of AI and ML with AWS, covering supervised and unsupervised learning, neural networks, NLP, computer vision, and hands-on experience with Amazon SageMaker for model deployment and optimization.

• Coursera
• 8 hours 44 minutes
• On-Demand
• Paid Course

State Bank of India

Introduction to Machine Learning for Finance

Explore machine learning in finance: data analysis, supervised/unsupervised learning, NLP, time series forecasting. Gain practical skills for banking innovation and ethical AI implementation.

• edX
• 4 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

CertNexus

Train Machine Learning Models

Aprende conceptos básicos de machine learning, prueba hipótesis, y entrena, ajusta y evalúa modelos para clasificación, regresión y clustering. Requiere conocimientos en tecnología informática y programación.

• Coursera
• 1 day 4 hours 39 minutes
• On-Demand
• Paid Course

Whizlabs

AWS: Machine Learning & MLOps Foundations

Master foundational ML concepts, model evaluation, and MLOps using AWS services like SageMaker to build end-to-end workflows and prepare for MLA-C01 certification.

• Coursera
• 5 hours 48 minutes
• On-Demand
• Paid Course

Packt

Foundations of Data Science and Machine Learning with Python

Master data science and machine learning fundamentals using Python libraries for analysis, visualization, and predictive modeling with hands-on projects.

• Coursera
• 8 hours 52 minutes
• On-Demand
• Paid Course

LLM Fine-Tuning and Customization Training

Master LLM fine-tuning with PEFT, RLHF, and supervised methods. Optimize domain-specific models, prepare datasets, tune hyperparameters, and deploy using GenAI frameworks through hands-on demos.

• Coursera
• 4 hours 48 minutes
• On-Demand
• Paid Course

Edureka

Applied Machine Learning with Python

Master practical machine learning with Python, from supervised and unsupervised algorithms to recommendation systems. Build classification models, implement regression, and create clustering solutions through hands-on exercises.

• Coursera
• 14 hours 19 minutes
• On-Demand
• Paid Course

AI for Cybersecurity

Discover how machine learning and AI techniques protect against cyber threats through malware detection, intrusion prevention, and spam filtering with hands-on Python implementation.

• Coursera
• 11 hours 54 minutes
• On-Demand
• Paid Course

Khalifa University

AI for Executives: AI for Business Decision Making

Discover how to lead AI-driven business decisions with practical skills in machine learning, data preparation, and model integration for strategic advantage.

• Coursera
• 5 hours 33 minutes
• On-Demand
• Paid Course

Machine Learning for Medical Data

Master machine learning techniques for healthcare applications, developing predictive models for patient risk assessment and clinical decision support through hands-on projects.

• Coursera
• 10 hours 42 minutes
• On-Demand
• Paid Course