Free online courseMachine Learning tutorial

Duration of the online course: 10 hours and 20 minutes

New course

Learn Machine Learning with Great Learning's free online course for beginners, covering essential concepts in Artificial Intelligence and Information Technology.

Course Description

Welcome to the "Machine Learning Tutorial" course. This meticulously crafted program spans 10 hours and 20 minutes, offering an immersive journey into the fascinating world of Machine Learning (ML). As part of the Information Technology category and the Artificial Intelligence subcategory, this course is designed to serve as a comprehensive introduction to the foundational concepts and practical applications of Machine Learning, making it an ideal starting point for beginners in 2023.

Embark on this educational adventure where you'll unravel the mysteries of Machine Learning, a field that is revolutionizing industries and driving innovation across the globe. This tutorial is structured to provide a robust understanding of the basics, ensuring that even those with no prior exposure to ML can easily follow along and grasp the core principles.

Through this tutorial, you will learn about the essential algorithms that serve as the backbone of Machine Learning. These algorithms are demystified with clear explanations and practical examples, enabling you to understand how they work and how to implement them in real-world scenarios. You will explore both supervised and unsupervised learning techniques, gaining insights into their distinct approaches and applications.

Additionally, the course delves into the vital aspects of data preparation and preprocessing, which are crucial steps in any Machine Learning project. You will learn how to clean and transform data, ensuring that it is in the best possible shape for building effective models. The tutorial also covers key evaluation metrics, helping you assess the performance and accuracy of your models competently.

Throughout the course, practical exercises and hands-on projects are integrated to reinforce learning, allowing you to apply the theoretical knowledge in a realistic context. By working on these practical examples, you will gain confidence in your ability to tackle ML problems and develop solutions.

Although this course is currently without reviews, its meticulously crafted content promises to deliver a significant and beneficial learning experience. The engaging teaching style and clear, concise explanations are tailored to cater to beginners, ensuring that complex topics are simplified and made accessible.

Whether you're looking to enhance your skill set, pivot into a career in Artificial Intelligence, or simply curious about the field of Machine Learning, this tutorial is your gateway to understanding one of the most transformative technologies of our time. Embark on your learning journey with this comprehensive guide and take the first step towards mastering Machine Learning.

Begin your exploration into Machine Learning today with the "Machine Learning Tutorial for Beginners - 2023" and unlock the potential to innovate and excel in the rapidly evolving landscape of Information Technology and Artificial Intelligence.

Conteúdo do Curso

  • Video class: Machine Learning Tutorial for Beginners - 2023

    10h20m

  • Exercise: Which library can be used to directly load datasets for visualization?

  • Exercise: What is the purpose of a Box plot in data visualization?

  • Exercise: What is the primary purpose of using a box plot in data visualization?

  • Exercise: How can you create a donut chart using Seaborn and Matplotlib?

  • Exercise: How do you create a scatter plot to display the relationship between two numerical attributes using seaborn library in Python?

  • Exercise: What is a box plot used for in data visualization?

Machine learning

Free online courses on Machine learning

Unlock the Power of Data with Free Online Machine Learning Courses

Embark on a journey to master the rapidly advancing field of Machine Learning (ML) with our extensive listing of free online courses. Whether you're a beginner looking to get a grasp on the basics or a seasoned professional aiming to enhance your skill set, our selection of courses caters to all levels of expertise. Dive into the world of algorithms, data analysis, and artificial intelligence (AI) without the financial burden, and join the ranks of ML experts shaping the future.

Beginner-Friendly Machine Learning Courses

Starting with the fundamentals, our beginner courses are designed to introduce you to the concepts of machine learning in an easy-to-understand manner. Learn the basics of Python programming, data manipulation, and simple algorithms to lay a solid foundation for your ML education. These courses provide step-by-step guidance to ensure you gain confidence and build your skills at a comfortable pace.

Intermediate Machine Learning Courses

For those who have mastered the basics, our intermediate courses offer a deeper dive into machine learning. Explore more complex algorithms, data visualization techniques, and statistical methods to enhance your understanding. These courses will challenge you to apply your knowledge to real-world datasets, giving you a taste of what it's like to work as a machine learning professional.

Advanced Machine Learning Specializations

Advanced learners can take advantage of our specialized courses that delve into cutting-edge topics such as deep learning, neural networks, and reinforcement learning. Tackle challenging projects and learn from industry experts as you navigate through the intricacies of these advanced ML techniques. These courses are perfect for those looking to specialize in a specific area of machine learning or to stay ahead in the field.

Machine Learning for Data Science and Analytics

Machine learning is an integral part of data science and analytics. Our courses in this area focus on teaching you how to use ML tools and techniques to interpret complex data, extract insights, and make informed decisions. These skills are invaluable in today's data-driven world, where analytics play a crucial role in business strategy and operations.

Practical Applications of Machine Learning

It's not just about theory—our courses also emphasize the practical applications of machine learning. Learn how ML is used in various industries, from healthcare to finance, and understand how it can be leveraged to solve real-world problems. These courses often include case studies and projects that simulate professional ML tasks, providing hands-on experience that can be directly applied to your career.

Stay Current with Emerging Machine Learning Trends

The field of machine learning is ever-evolving, and our courses ensure you stay up-to-date with the latest trends and technologies. Explore topics like AI ethics, the role of ML in the Internet of Things (IoT), and how machine learning is revolutionizing fields like autonomous vehicles and natural language processing.

Why Choose Our Free Online Machine Learning Courses?

Our curated list of free online machine learning courses offers unparalleled accessibility and flexibility. Learn at your own pace, from anywhere in the world, and connect with a global community of learners. With comprehensive course materials and resources provided at no cost, there's never been a better time to start your ML journey. Take the first step towards becoming an ML expert today with our free online courses.

This free course includes:

10 hours and 20 minutes of online video course

Exercises to train your knowledge

Certificate of course completion

100% free, from content to certificate

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