The Ultimate Beginners Guide to Machine Learning
Requirements
- There are no prerequisites, people from any field can take this course
Description
The area of Machine Learning is currently the most relevant field in Artificial Intelligence, being responsible for the use of intelligent algorithms that make computers learn through databases. The Machine Learning job market in various parts of the world is on the rise and the tendency is for this type of professional to be increasingly in demand! Some studies even indicate that knowledge in this area will soon be a prerequisite for Information Technology professionals!
To take you to this area, in this quick, basic and free course you will have a theoretical and practical overview of some machine learning algorithms using the Orange visual tool, which is one of the easiest tools for those starting learning since no computer programming skills are needed! The course is divided into four parts, which present the main areas of machine learning:
Classification: Naïve Bayes, decision trees, rules, and support vector machines (SVM) algorithms
Regression: linear regression algorithm
Clustering: k-means algorithm
Association rules: - apriori algorithm
This course aims to serve as a basic reference on the main machine learning techniques, especially for beginners in the area who do not have much time to take a longer and more complete course! I will see you in class!
Who this course is for:
- People interested in starting their studies in Machine Learning
- People who want to start a career in Machine Learning
- Undergraduate students studying subjects related to Artificial Intelligence
- Anyone interested in Artificial Intelligence
Instructors
- 4.6 Instructor Rating
- 45,632 Reviews
- 222,229 Students
- 111 Courses
Olá! Meu nome é Jones Granatyr e já trabalho em torno de 10 anos com Inteligência Artificial (IA), inclusive fiz o meu mestrado e doutorado nessa área. Atualmente sou professor, pesquisador e fundador do portal IA Expert, um site com conteúdo específico sobre Inteligência Artificial. Desde que iniciei na Udemy criei vários cursos sobre diversos assuntos de IA, como por exemplo: Deep Learning, Machine Learning, Data Science, Redes Neurais Artificiais, Algoritmos Genéticos, Detecção e Reconhecimento Facial, Algoritmos de Busca, Mineração de Textos, Buscas em Textos, Mineração de Regras de Associação, Sistemas Especialistas e Sistemas de Recomendação. Os cursos são abordados em diversas linguagens de programação (Python, R e Java) e com várias ferramentas/tecnologias (tensorflow, keras, pandas, sklearn, opencv, dlib, weka, nltk, por exemplo). Meu principal objetivo é desmistificar a área de IA e ajudar profissionais de TI a entenderem como essa tecnologia pode ser utilizada na prática e que possam visualizar novas oportunidades de negócios.
- 4.4 Instructor Rating
- 5,823 Reviews
- 93,993 Students
- 34 Courses
We are an on-line platform focused on courses on Artificial Intelligence, Machine Learning and Data Science. Our goal is to offer easy-to-understand theoretical and practical content, so that professionals from all areas can understand the benefits that AI can bring to their businesses. We are established in Brazil since 2018 and we have already published more than 90 courses in English and Portuguese on the Udemy platform.