Machine learning, deep learning and data science practical applications

Name: Machine learning, deep learning and data science practical applications
Brand: Educa PHAROS
SKU: AFO028QL1
Availability: InStock

Industry-Specific

Digital Skills

Schedule

Duration

40 hours

PRESENTATION

Machine Learning, Deep Learning and Data Science Practical Applications is your gateway to thriving in the rapidly evolving field of data-driven technologies. As industries across the globe increasingly rely on data to drive innovation and decision-making, the demand for skilled professionals in machine learning, deep learning, and data science has never been higher. This course, delivered entirely online for maximum flexibility, empowers you to gain crucial skills in understanding and implementing complex algorithms, mastering data analysis, and applying these techniques to real-world scenarios. By participating, you position yourself at the forefront of a booming sector, ready to tackle challenges and seize opportunities with confidence. Embrace the future of technology and unlock your potential with this comprehensive and engaging programme.

Objectives

– To understand fundamental machine learning concepts and their practical applications.

– To explore deep learning techniques and neural network architectures.

– To analyse data using data science tools and methodologies.

– To implement machine learning models for real-world scenarios.

– To evaluate the performance of deep learning algorithms effectively.

– To apply data science principles in case study applications.

– To integrate machine learning, deep learning, and data science solutions.

Syllabus

UNIT 1. MACHINE LEARNING Linear regression Logistic regression Basic Neural Network Clustering Principal Component Analysis (PCA) UNIT 2. DEEP LEARNING Deep learning Optimization Convolutional Neural Network Recurrent Neural Network Natural Language Processing (NLP) UNIT 3. DATA SCIENCE Creating tables and Reports Transformation and filtering data Data visualization Relation between data tables Dashboard UNIT 4. CASE STUDY APPLICATION Object detection in images Object classification in images Facial recognition Word detection Business Intelligence application

Request for Information

Name *

Last Name *

Country

Phone

Email *

Company

Job Position

Sector

Message

I have read and agree to the Privacy Policy

Related MOOCs

Workplace Risk Prevention, Ergonomics, and Mental Health

The Course on Workplace Risk Prevention, Ergonomics, and Mental Health addresses the growing need to ensure environments...

Digital Disconnection and Legal Compliance in the Workplace

In the age of remote work, hyperconnectivity has put companies under the scrutiny of the Labor Inspectorate....

The Right to Digital Disconnection, Health, and Work Ethics

In a world of global digitization, hyperconnectivity has gone from being an advantage to becoming a challenge...

Are the Educa PHAROS courses eligible for credit?

Many courses can be credited toward the master's programs at Structuralia.

Facts about our area

+ 1.483

Hours

+88.999

Minutes

264

Courses

Are the masterclasses live?

Who is it intended for?

What features does Educa PHAROS have?

What guarantees does Educa PHAROS offer?

Why is Educa PHAROS the best solution?

Educa PHAROS is a next-generation training model that places a company’s human capital at the forefront. Through a platform that adapts to each company’s corporate identity and offers a total of more than 900 courses, it provides tailored training for each organization. The unlimited flat-rate plan provides each company with the number of courses that best suits its needs, as well as the ability to determine which employees will have access.