Machine Learning Courses and Certifications

Career Certificate

Investment Management with Python and Machine Learning

1821 ratings at Coursera

Learn to apply data science and machine learning techniques for improved investment decisions using Python, covering portfolio construction, analysis, and alternative data sets.

• Coursera
• 8 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 4 courses

Introduzione al Machine Learning e applicazioni in finanza

Scopri i fondamenti matematici e statistici dell'apprendimento automatico e le sue applicazioni nella previsione finanziaria, ottimizzazione di portafoglio e gestione del rischio.

• Polimi OPEN KNOWLEDGE
• 5 weeks
• Self-Paced
• Free Certificate

Coursera

PyCaret: Anatomy of Regression

14 ratings at Coursera

Explore PyCaret for efficient regression modeling: compare models, tune parameters, create visuals, and interpret results using SHAP, all with minimal code.

• Coursera
• 2 hours 15 minutes
• Self-Paced
• Paid Course

Clinical Decision Support Systems

Explore key concepts in Clinical Decision Support Systems, including ML evaluation, fairness assessment, decision curve analysis, explainability, and privacy concerns in deep learning models.

• Coursera
• 8 hours
• Self-Paced
• Paid Course

Decision Trees, Random Forests, AdaBoost & XGBoost in Python

1039 ratings at Udemy

Decision Trees and Ensembling techniques in Python. How to run Bagging, Random Forest, GBM, AdaBoost & XGBoost in Python

• Udemy
• 7 hours 20 minutes
• Self-Paced
• Paid Course

CertNexus

Build Regression, Classification, and Clustering Models

20 ratings at Coursera

Learn to build regression, classification, and clustering models using various algorithms. Gain hands-on experience in model selection, evaluation, and tuning for supervised and unsupervised learning tasks.

• Coursera
• 20 hours 19 minutes
• Self-Paced
• Paid Course

Pretraining LLMs

19 ratings at Coursera

Explore the process of pretraining large language models, from dataset creation to model evaluation. Learn to configure, initialize, and train models using Hugging Face, and understand performance benchmarks.

• Coursera
• 1 hour 3 minutes
• Self-Paced
• Paid Course

OpenClaw Masterclass: Install, Build & Deploy Real AI Agents

1084 ratings at Udemy

Learn OpenClaw installation, tools, skills, cloud deployment, and build powerful AI agent automation workflows

• Udemy
• 4 hours 32 minutes
• Self-Paced
• Paid Course

EDUCBA

Python: Logistic Regression & Supervised ML

17 ratings at Coursera

Master logistic regression and supervised ML using Python with the Titanic dataset, covering data analysis, feature engineering, model building, and evaluation techniques.

• Coursera
• 4 hours 39 minutes
• Self-Paced
• Paid Course

EDUCBA

AI with Python: Apply & Implement ML Models

13 ratings at Coursera

Master AI and machine learning with Python through hands-on practice using TensorFlow, Keras, and PyTorch to build, evaluate, and implement ML and deep learning models effectively.

• Coursera
• 8 hours 45 minutes
• Self-Paced
• Paid Course

Packt Career Certificate

Natural Language Processing with Real-World Projects

11 ratings at Coursera

Master NLP through hands-on projects: build chatbots, train models for text summarization, sentiment analysis, and entity recognition. Ideal for beginners and experienced developers alike.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 3 courses

AI Infrastructure: Cloud TPUs

11 ratings at Coursera

Unlock Google's Tensor Processing Units to optimize AI workloads, compare accelerators, maximize model performance, and master GPU/TPU interoperability for ML workflows.

• Coursera
• 3 hours 3 minutes
• Self-Paced
• Paid Course

Coursera

Diabetes Disease Detection with XG-Boost and Neural Networks

10 ratings at Coursera

Develop machine learning models using XG-Boost and Neural Networks to predict diabetes based on patient data, enhancing diagnostic capabilities in healthcare.

• Coursera
• 2 hours 1 minute
• Self-Paced
• Paid Course

Coursera

Predict Ad Clicks Using Logistic Regression and XG-Boost

10 ratings at Coursera

Predict ad clicks using logistic regression and XG-Boost to analyze customer behavior for a targeted Facebook marketing campaign, enhancing decision-making for a startup.

• Coursera
• 1 hour 50 minutes
• Self-Paced
• 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
• Self-Paced
• Paid Course