Machine Learning Courses and Certifications

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 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)

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)

Launching into Machine Learning

4303 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)

Microcredential

Machine Learning for Trading

2 reviews

Develop advanced trading strategies using machine learning and Python. Learn to leverage Google Cloud for serverless, scalable models in quantitative finance and algorithmic trading.

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

Degree

Post Graduate Certificate in Advanced Machine Learning & AI

Advance your career in AI with a Certificate from IIT Roorkee

• Coursera
• 24 weeks, 6-8 hours a week
• On-Demand
• Paid Course

Degree

Master of Machine Learning and Data Science

In this programme delivered by the Department of Mathematics at Imperial College London, you will develop an in-depth understanding of machine learning methods, alongside invaluable practical skills and guided experience in applying them to real-world pr…

• Coursera
• On-Demand
• $35,000.00

Machine Learning A-Z: AI, Python & R + ChatGPT Prize [2024]

190992 ratings at Udemy

Learn to create Machine Learning Algorithms in Python and R from two Data Science experts. Code templates included.

• Udemy
• 1 day 18 hours 49 minutes
• On-Demand
• Paid Course

Machine Learning: an overview

107 ratings at Coursera

Explore key machine learning methods, their applications, and limitations through examples and case studies. Gain insights into supervised, unsupervised, and reinforcement learning techniques.

• Coursera
• 2 hours 44 minutes
• On-Demand
• Free Online Course (Audit)

Overview of Advanced Methods of Reinforcement Learning in Finance

83 ratings at Coursera

Explore advanced reinforcement learning methods in finance, covering option pricing, market impact, high-frequency trading, cryptocurrencies, and peer-to-peer lending. Gain insights into market equilibrium and predictability.

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

Machine Learning & Data Science A-Z: Hands-on Python 2024

1207 ratings at Udemy

Learn NumPy, Pandas, Matplotlib, Seaborn, Scikit-learn, Scipy and develop Machine Learning Models in Python

• Udemy
• 14 hours 28 minutes
• On-Demand
• Paid Course

Production Machine Learning Systems

994 ratings at Coursera

Dive into building high-performing ML systems in production, covering key components, best practices, and design considerations for optimal performance and adaptability.

• Coursera
• 18 hours 36 minutes
• On-Demand
• Free Online Course (Audit)