Machine Learning Courses and Certifications

Exploratory Data Analysis for Machine Learning

1975 ratings at Coursera

Aprenda técnicas essenciais de análise exploratória de dados para machine learning, incluindo limpeza, engenharia de recursos e testes de hipóteses, preparando-se para projetos de IA.

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

Machine Learning Practical Workout | 8 Real-World Projects

1890 ratings at Udemy

Build 8 Practical Projects and Go from Zero to Hero in Deep/Machine Learning, Artificial Neural Networks

• Udemy
• 14 hours 15 minutes
• On-Demand
• Paid Course

Microcredential

IBM Machine Learning

Comprehensive program covering key machine learning types, algorithms, and applications. Develop practical skills using open-source frameworks for a career in AI and data science.

• Coursera
• 30 weeks, 3 hours a week
• On-Demand
• Paid Course
• 6 courses

Machine Learning and AI: Support Vector Machines in Python

1815 ratings at Udemy

Artificial Intelligence and Data Science Algorithms in Python for Classification and Regression

• Udemy
• 8 hours 58 minutes
• On-Demand
• Paid Course

Feature Engineering

1768 ratings at Coursera

Explore feature engineering techniques to enhance ML model accuracy using Vertex AI, BigQuery ML, Keras, and TensorFlow. Learn data preprocessing, feature creation, and advanced practices.

• Coursera
• 8 hours 15 minutes
• On-Demand
• Free Online Course (Audit)

Fundamentals of Watson Analytics

1587 ratings at Udemy

Explore IBM Watson Analytics' cloud-based data analysis and visualization tools. Learn to import, refine, and query data, discover insights, and create compelling visualizations and dashboards.

• Udemy
• 1-2 hours
• On-Demand
• Paid Course

Full stack web development and AI with Python (Django)

1578 ratings at Udemy

HTML, CSS, JavaScript, Python, Django, Pandas, Sklearn, Keras, Git, Linux - Full stack web development /data science/ AI

• Udemy
• 1 day 15 hours 30 minutes
• On-Demand
• Paid Course

Alberta Machine Intelligence Institute Microcredential

Machine Learning: Algorithms in the Real World

Comprehensive journey through applied machine learning, from problem definition to deployment, equipping professionals to build and maintain successful ML applications across various domains.

• Coursera
• 17 weeks, 2 hours a week
• On-Demand
• Paid Course
• 4 courses

Machine Learning in the Enterprise

1472 ratings at Coursera

Explore enterprise ML workflow, data management, and model building options using Google Cloud tools. Learn custom training, hyperparameter tuning, and best practices for ML development.

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

Machine Learning and Deep Learning Bootcamp in Python

1455 ratings at Udemy

Machine Learning, Neural Networks, Computer Vision, Deep Learning and Reinforcement Learning in Keras and TensorFlow

• Udemy
• 1 day 8 hours 42 minutes
• On-Demand
• Paid Course

Machine Learning and Business Intelligence Masterclass

1366 ratings at Udemy

Machine Learning with Python and TensorFlow, BI techniques using Siebel and BIP, Gain hands-on in diverse projects

• Udemy
• 3 days 16 minutes
• On-Demand
• Paid Course

Scalable Machine Learning on Big Data using Apache Spark

1248 ratings at Coursera

Learn to scale machine learning tasks on big data using Apache Spark. Gain hands-on experience with parallel processing, distributed storage, and SparkML Pipelines to handle petabyte-scale datasets efficiently.

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

Mathematical Foundation For Machine Learning and AI

1242 ratings at Udemy

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

• Udemy
• 4-5 hours
• On-Demand
• Paid Course

What is Machine Learning?

1232 ratings at Udemy

An overview of Supervised, Unsupervised, and Reinforcement Learning with Python Demos

• Udemy
• 1 hour 57 minutes
• On-Demand
• Free Online Course

Smart Analytics, Machine Learning, and AI on Google Cloud

1222 ratings at Coursera

Explore machine learning integration in Google Cloud data pipelines, from AutoML to custom solutions with Notebooks, BigQuery ML, and Vertex AI for enhanced data insights.

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