Search results for machine learning

Introduction to Machine Learning

3625 ratings at Coursera

Foundational understanding of machine learning models, hands-on implementation with PyTorch, and applications across industries from medical diagnostics to image recognition and text prediction.

• Coursera
• 1 day 1 hour 32 minutes
• On-Demand
• Free Online Course (Audit)

Machine Learning with Python: A Practical Introduction

415 ratings at edX

Machine Learning can be an incredibly beneficial tool to uncover hidden insights and predict future trends. This Machine Learning with Python course will give you all the tools you need to get started with supervised and unsupervised learning.

• edX
• 5 weeks, 4-6 hours a week
• On-Demand
• Free Online Course (Audit)

Machine Learning with Python

12 reviews

Explore machine learning with TensorFlow, covering neural networks, NLP, and reinforcement learning. Build practical projects and gain hands-on experience in various ML techniques.

• freeCodeCamp
• 300 hours
• On-Demand
• Free Certificate

Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning

19509 ratings at Coursera

Aprenda a implementar princípios de IA e aprendizado de máquina usando TensorFlow, construindo modelos escaláveis para resolver problemas do mundo real em visão computacional.

• Coursera
• 22 hours 19 minutes
• On-Demand
• Free Online Course (Audit)

IIT Madras;  NPTEL

Machine Learning

2 reviews

In this course we intend to introduce some of the basic concepts of machine learning from a mathematically well motivated perspective. We will cover the different learning paradigms and some of the more popular algorithms and architectures used in each o…

• YouTube
• 1 day 12 hours
• On-Demand
• Free Video

Machine Learning for Data Analysis

322 ratings at Coursera

Explore machine learning techniques for predictive analysis, covering decision trees, random forests, lasso regression, and k-means clustering. Gain hands-on experience applying these algorithms to real-world data.

• Coursera
• 10 hours 28 minutes
• On-Demand
• Free Online Course (Audit)

University of Tübingen

Statistical Machine Learning

2 reviews

Comprehensive exploration of machine learning concepts, from basic algorithms to advanced topics like kernels, dimensionality reduction, and clustering, with insights on societal impact and practical applications.

• YouTube
• 1 day 9 hours
• On-Demand
• Free Online Course

Data Science and Machine Learning For Beginners with Python

548 ratings at Udemy

Learn to Analyse , Make Predictions, Explore data Frames,Clean and Visualize Data

• Udemy
• 7 hours 56 minutes
• On-Demand
• Paid Course

School Education Gateway - Teacher Academy

Bridging Distance and In-School Learning – Blended Learning in Practice

27 reviews

The Bridging Distance and In-School Learning – Blended Learning in Practice MOOC will demonstrate these benefits and help teachers to design and plan for blended learning as part of their usual practice.

• Independent
• 3-4 weeks, 5-6 hours a week
• On-Demand
• Free Online Course

Python Data Science & Machine Learning Bootcamp

403 ratings at Noble Desktop

Master Python data science essentials - from data analysis and visualization to machine learning algorithms. Build predictive models, create interactive dashboards, and automate workflows using NumPy, Pandas, Matplotlib, and scikit-learn.

• Noble Desktop
• On-Demand
• Paid Course

University of Tübingen

Mathematics for Machine Learning

Comprehensive exploration of linear algebra, calculus, probability theory, and statistics essential for machine learning, covering fundamental concepts to advanced applications.

• YouTube
• 1 day 17 hours
• On-Demand
• Free Online Course

Alberta Machine Intelligence Institute

Introduction to Applied Machine Learning

737 ratings at Coursera

Comprehensive introduction to machine learning for professionals, covering problem definition, data preparation, and real-world applications across various domains. Develop skills to identify ML opportunities and translate business needs into ML solution…

• Coursera
• 6 hours 46 minutes
• On-Demand
• Free Online Course (Audit)

University of Tübingen

Introduction to Machine Learning

Explore key machine learning concepts and techniques, from linear regression to deep learning, clustering, and dimensionality reduction, with hands-on applications.

• YouTube
• 11 hours
• On-Demand
• Free Online Course

University of Tübingen

Probabilistic Machine Learning

Comprehensive lecture series on probabilistic machine learning, covering Bayesian paradigms, statistical concepts, and deep learning connections for master's-level computer science students.

• YouTube
• 1 day 16 hours
• On-Demand
• Free Online Course

Alberta Machine Intelligence Institute

Machine Learning Algorithms: Supervised Learning Tip to Tail

411 ratings at Coursera

Explore supervised learning techniques like decision trees, k-NN, and SVMs. Implement and analyze these algorithms on real business cases, gaining practical skills in data preparation and model evaluation.

• Coursera
• 9 hours 24 minutes
• On-Demand
• Free Online Course (Audit)