Machine Learning with Knime for Managers without programming

Artificial Intelligence without coding, create great solutions, forecast and more
Free tutorial
Rating: 4.0 out of 5 (36 ratings)
1,800 students
34min of on-demand video
English
English [Auto]

Machine learning
Data visualization
Create a workflow of machine learning algorithm
Linear regression

Requirements

  • No experience required, the course start from cero

Description

In last couple of years, machine learning has become a fundamental tool for decision-making in the corporate world, as well as widely used in different areas, ranging from business to the purest science, allowing the computer to perform the most difficult tasks finding patterns and correlations between variables that allow through inferential statistics to make predictions based on data, which allows creating competitive advantages in various fields, taking advantage of the inputs of historical information of the company or business to find patterns and correlations that allow us to identify possible future outcomes. Under the supervised learning paradigm we will apply the concept of linear regression to project, through the equation of the line, the possible result values ​​in relation to predictor variables and dependent variables, in which Machine Learning is able to identify the weights of importance for each one of the participating variables, its relationship with the variable of interest to be predicted and even determine if any system variable can be discarded, in order to create a model with a high level of statistical reliability that contributes to the decision-making process management, finally one of the objectives of the course is to also understand the importance of data visualization to achieve a greater understanding of the results of the model and thus identify how far or close to the actual results selected to evaluate the model we are

Who this course is for:

  • decision makers, data analist, students, and people interested in learn to use machine learning

Instructor

Ing. en Computación, Msc. Admón Industrial, Tec. Mercadeo
Kenneth Alvarenga
  • 4.6 Instructor Rating
  • 330 Reviews
  • 9,168 Students
  • 7 Courses

Data Scientist, Master in Industrial Administration, Computer Engineer, Marketing Technician and Graphic / Audiovisual Designer


Con más de 20 años de experiencia en asesoría e implementación de proyectos de Innovación y Tecnología


Catedrático de pregrado y postgrado en Ingenierías y maestrías.


Desarrollador de proyectos de Ecommerce a nivel de sitios webs y apps para diversas empresas.


Especialista en Ciencia de Datos, Inteligencia de Negocios e Inteligencia Artificial


Certificado por programas de importantes universidades e instituciones como son Harvard, MIT, Microsoft, Universidad Politécnica de Valencia, Universidad Nacional Autónoma de México

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