Machine Learning Courses

Top 5 Free Certified Online for Beginners

Introduction Machine Learning Courses

Machine Learning Courses and Data Science are currently at the forefront of popular and in-demand fields for learning . With a growing demand for experts in these areas, many are eager to learn about Machine Learning (ML), a subset of Artificial Intelligence (AI). ML technology is developed to enable machines to learn autonomously without user guidance, integrating disciplines like statistics, mathematics, and data mining. This capability allows machines to analyze data and improve without the need for reprogramming or direct commands.

Machine Learning Course

Machine Learning with Python (CognitiveClass.AI)

CognitiveClass.AI offers some of my favorite courses, notable for their clear, concise delivery and engaging illustrations. The material is presented through easy-to-understand videos with transcripts and quizzes at the end of each topic to assess understanding. To receive a certificate, participants must complete all quizzes and achieve a minimum set score.

Kursus | Machine Learning with Python | Cognitive Class

Course Outline

• Introduction to Machine Learning
• Python Basics for Data Science
• Building Machine Learning Models
• Evaluation and Improvement of Models

Python for Data Science

Also provided by CognitiveClass.AI, this course focuses on using Python in Machine Learning and Data Science. It covers both theoretical concepts and practical exercises, offering hands-on experience with online implementation. This course is ideal for those looking to delve deeper into programming tools for ML and Data Science.

Course | (cognitiveclass.ai)

Syllabus Highlights

• Python Programming Fundamentals
• Data Manipulation with Python
• Python Libraries for Data Science
• Real-world Python Projects

Data Analysis with Python

This course emphasizes understanding, processing, analyzing, presenting, and interpreting data – crucial skills for anyone interested in Data Science. It provides comprehensive knowledge for data handling and analytical techniques using Python.

Kursus | Machine Learning with Python | Cognitive Class

Key Learnings

• Data Wrangling Techniques
• Exploratory Data Analysis
• Statistical Analysis with Python
• Data Visualization Best Practices

Rapidminer Academy

Machine Learning and RapidMiner Tutorials | Altair Engineering Inc. Academy

Rapidminer, a leading software for Data Analytics, offers the “Rapidminer Academy” – a free certified course. Registration is simple and can be done on their official website. My experience with this course was enriching, and I successfully obtained a certificate after completing the assessments.

Course Features

• Introduction to Rapidminer Interface
• Data Preparation and Preprocessing
• Building and Evaluating Models
• Advanced Analytics Techniques

Machine Learning, Python for Data Science, and More from SoloLearn

SoloLearn is a versatile learning platform for various computer science disciplines, including Machine Learning, Data Science, and Python. The courses are free and cover a broad range of topics.

https://www.sololearn.com/en/learning

Platform Offerings

• Interactive Learning Modules
• Community Support and Discussion
• Practical Coding Challenges
• Continuous Learning Path for Various Skills

Conclusion

For beginners interested in Machine Learning and Data Science, these free, certified online courses offer an excellent starting point. They provide a mix of theoretical knowledge and practical skills, essential for thriving in these dynamic fields. Happy learning!