Machine Learning with Python

16314 ratings at Coursera

Dive into Machine Learning with Python, covering supervised and unsupervised learning, regression, classification, and clustering. Gain hands-on experience using SciPy and scikit-learn libraries.

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

Introduction to Machine Learning with Python

14 ratings at Coursera

Learn Python-based machine learning, covering supervised and unsupervised learning, deep learning, and image processing. Implement models using various algorithms and explore industry applications. No prior programming experience required.

• Coursera
• 12 hours 39 minutes
• On-Demand
• Free Online Course (Audit)

How Google does Machine Learning

7261 ratings at Coursera

Explore Google's approach to machine learning, from strategy to implementation, using Vertex AI. Learn best practices, responsible AI development, and how to leverage ML for real-world problems.

• Coursera
• 8 hours 38 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Advanced Machine Learning

Comprehensive exploration of cutting-edge machine learning techniques, from deep learning to Bayesian methods, with practical insights from top Kaggle practitioners and CERN scientists for real-world application.

• Coursera
• 43 weeks, 6 hours a week
• On-Demand
• Paid Course
• 7 courses

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
• On-Demand
• Free Video

Microcredential

Mathematics for Machine Learning

1 review

Gain essential mathematical foundations for machine learning, covering linear algebra, multivariate calculus, and dimensionality reduction with PCA. Build intuitive understanding and practical skills for advanced ML and data science.

• Coursera
• 17 weeks, 4 hours a week
• On-Demand
• Paid Course
• 3 courses

Microcredential

Machine Learning: Theory and Hands-on Practice with Python

Comprehensive exploration of machine learning, covering supervised and unsupervised techniques, with hands-on Python practice. Includes deep learning basics and real-world applications.

• Coursera
• 17 weeks, 9 hours a week
• On-Demand
• Paid Course
• 3 courses

Project Planning and Machine Learning

106 ratings at Coursera

Learn project planning, sensor calibration, file systems, machine learning basics, and big data analytics for IoT applications. Gain practical skills in product teardown and bill of materials creation.

• Coursera
• 17 hours 27 minutes
• On-Demand
• Free Online Course (Audit)

Machine Learning for Semiconductor Quantum Devices

Learn how to deploy artificial intelligence to control and calibrate semiconductor quantum computing chips

• edX
• 6 weeks, 6-7 hours a week
• On-Demand
• Free Online Course (Audit)

Machine Learning for Marketers

Enhance marketing strategies with machine learning: predict customer behavior, optimize campaigns, uncover hidden patterns, and personalize experiences using advanced analytics techniques.

• Coursera
• 21 hours 57 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Data Science for Marketing

Harness data science for marketing: learn analytics, regression modeling, machine learning, and decision-making to enhance customer engagement and business profitability.

• Coursera
• On-Demand
• Paid Course
• 3 courses

Fundamentals of Machine Learning in Finance

335 ratings at Coursera

Gain practical skills in applying machine learning algorithms to financial problems using Python, covering supervised, unsupervised, and reinforcement learning techniques for real-world applications.

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

Reinforcement Learning in Finance

131 ratings at Coursera

Explore reinforcement learning applications in finance, including option valuation, trading, and asset management. Gain practical skills through Q-learning examples and a market dynamics project.

• Coursera
• 17 hours 8 minutes
• On-Demand
• Free Online Course (Audit)

Launching into Machine Learning

4298 ratings at Coursera

Explore data quality, AutoML, BigQuery ML, and model optimization. Learn to build, train, and deploy ML models, focusing on generalization and sampling for real-world performance.

• Coursera
• 14 hours 8 minutes
• On-Demand
• Free Online Course (Audit)

H2O.ai

Practical Machine Learning on H2O

74 ratings at Coursera

Learn core machine learning techniques using H2O, including linear models, random forests, GBMs, and deep learning. Evaluate and choose optimal models for your data and business constraints.

• Coursera
• 1 day 6 minutes
• On-Demand
• Free Online Course (Audit)