Machine Learning Courses and Certifications

Mastering Data Science and Machine Learning Fundamentals

1415 ratings at Udemy

Data Science & Machine Learning- Data Science, Machine Learning, Regression, Classification and Clustering [THEORY ONLY]

• Udemy
• 1 hour 51 minutes
• Self-Paced
• Paid Course

Career Certificate

Machine Learning Aplicado ao Marketing

62 ratings at Coursera

Aprenda a aplicar ciência de dados e inteligência artificial no marketing, explorando transformação digital, engenharia de dados e ferramentas analíticas para gerar vantagem competitiva e melhorar a experiência do cliente.

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

Coursera

Breast Cancer Prediction Using Machine Learning

57 ratings at Coursera

Build a logistic regression model to classify breast cancer using Scikit-learn and the Wisconsin Diagnostic Data Set. Learn data preparation, Google Colab setup, and cancer classification techniques.

• Coursera
• 1 hour 55 minutes
• Self-Paced
• Paid Course

Mathematical Foundation For Machine Learning and AI

1294 ratings at Udemy

Learn the core mathematical concepts for machine learning and learn to implement them in R and python

• Udemy
• 4 hours 16 minutes
• Self-Paced
• Paid Course

Alberta Machine Intelligence Institute

Optimizing Machine Learning Performance

53 ratings at Coursera

Synthesize applied ML knowledge to create a maintenance roadmap, analyze changing data, identify unintended effects, and operationalize models for confident project rollout and optimization.

• Coursera
• 11 hours 37 minutes
• Self-Paced
• Paid Course

Advanced AI and Machine Learning Techniques and Capstone

46 ratings at Coursera

Master advanced AI techniques, from ensemble methods to ethical GenAI implementation, while building scalable systems and completing a real-world capstone project using Microsoft Azure.

• Coursera
• 1 day 8 hours 57 minutes
• Self-Paced
• Paid Course

Fundamentals of Machine Learning for Supply Chain

41 ratings at Coursera

Leverage Python for supply chain data analysis, covering programming basics, data science tools, and advanced data manipulation techniques using real-world datasets.

• Coursera
• 13 hours 9 minutes
• Self-Paced
• Paid Course

Coursera

Machine Learning with ChatGPT: Image Classification Model

35 ratings at Coursera

Build a machine learning model for image classification using ChatGPT. Learn fine-tuning, data preparation, model architecture, training, and evaluation with the MNIST database of handwritten digits.

• Coursera
• 2 hours 41 minutes
• Self-Paced
• Paid Course

Edureka

Machine Learning and NLP Basics

33 ratings at Coursera

Comprehensive exploration of machine learning, deep learning, and NLP fundamentals. Covers core concepts, algorithms, and practical applications, equipping learners with essential skills for AI and data science.

• Coursera
• 19 hours 31 minutes
• Self-Paced
• Paid Course

Coursera

Interpretable machine learning applications: Part 5

32 ratings at Coursera

Learn to detect bias in machine learning predictions using the Aequitas Tool, focusing on recidivism data to enhance fairness in ML applications and decision-making processes.

• Coursera
• 1 hour 38 minutes
• Self-Paced
• Paid Course

Coursera

Interpretable machine learning applications: Part 3

28 ratings at Coursera

Learn to generate explanations for AI predictions using similar cases, enhancing model interpretability and decision-making in business contexts like loan approvals.

• Coursera
• 1 hour 55 minutes
• Self-Paced
• Paid Course

Whizlabs

NVIDIA: Fundamentals of Machine Learning

27 ratings at Coursera

Master machine learning fundamentals, from data preprocessing to advanced GPU-accelerated techniques using NVIDIA RAPIDS. Covers supervised and unsupervised learning, model evaluation, and practical implementations.

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

Machine Learning: Concepts and Applications

25 ratings at Coursera

Comprehensive introduction to machine learning theory and practice using Python. Learn data preparation, modeling techniques, and evaluation methods with real-world datasets, focusing on practical applications and conceptual understanding.

• Coursera
• 1 day 13 hours 39 minutes
• Self-Paced
• Paid Course

Coursera

Medical Insurance Premium Prediction with Machine Learning

27 ratings at Coursera

Predict medical insurance costs using machine learning, analyzing factors like age, BMI, smoking habits, and location to estimate individual health insurance expenses.

• Coursera
• 2 hours 5 minutes
• Self-Paced
• Paid Course

MathWorks

Machine Learning for Computer Vision

23 ratings at Coursera

Learn to classify images and detect objects using machine learning in MATLAB. Apply the full workflow from data preparation to result evaluation, focusing on street sign classification and material defect detection.

• Coursera
• 11 hours 53 minutes
• Self-Paced
• Paid Course