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Machine Learning with Python: from Linear Models to Deep Learning (edX)

May 27th 2024
Machine Learning with Python: from Linear Models to Deep Learning (edX)
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An in-depth introduction to the field of machine learning, from linear models to deep learning and reinforcement learning, through hands-on Python projects. Machine learning methods are commonly used across engineering and sciences, from computer systems to physics. Moreover, commercial sites such as search engines, recommender systems (e.g., Netflix, Amazon), [...]

Data Preparation and Analysis (Coursera)

This course introduces the necessary concepts and common techniques for analyzing data. The primary emphasis is on the process of data analysis, including data preparation, descriptive analytics, model training, and result interpretation.

The Nuts and Bolts of Machine Learning (Coursera)

Mar 25th 2024
The Nuts and Bolts of Machine Learning (Coursera)
Course Auditing
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This is the sixth of seven courses in the Google Advanced Data Analytics Certificate. In this course, you’ll learn about machine learning, which uses algorithms and statistics to teach computer systems to discover patterns in data. Data professionals use machine learning to help analyze large amounts of data, solve [...]
Mar 25th 2024
Course Auditing
36.00 EUR/month

Unsupervised Learning, Recommenders, Reinforcement Learning (Coursera)

Mar 25th 2024
Unsupervised Learning, Recommenders, Reinforcement Learning (Coursera)
Course Auditing
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In the third course of the Machine Learning Specialization, you will: Use unsupervised learning techniques for unsupervised learning: including clustering and anomaly detection; Build recommender systems with a collaborative filtering approach and a content-based deep learning method; Build a deep reinforcement learning [...]

Create Machine Learning Models in Microsoft Azure (Coursera)

Mar 25th 2024
Create Machine Learning Models in Microsoft Azure (Coursera)
Course Auditing
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Machine learning is the foundation for predictive modeling and artificial intelligence. If you want to learn about both the underlying concepts and how to get into building models with the most common machine learning tools this path is for you. In this course, you will learn the core principles [...]

Data Warehousing and Business Intelligence (Coursera)

This course builds on “The Nature of Data and Relational Database Design” to extend the process of capturing and manipulating data through data warehousing and data mining. Once the transactional data is processed through ETL (Extract, Transform, Load), it is then stored in a data warehouse for use in [...]

Introducción a la Minería de Datos (Coursera)

En este curso, aprenderás de manera gradual y práctica los conceptos básicos de Minería de Datos, junto a los algoritmos más utilizados hoy en día. Al finalizar el curso, serás capaz de entender la importancia de manejar la información y de explorar por ti mismo distintas bases de datos [...]

Microsoft Azure Machine Learning (Coursera)

Mar 25th 2024
Microsoft Azure Machine Learning (Coursera)
Course Auditing
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Machine learning is at the core of artificial intelligence, and many modern applications and services depend on predictive machine learning models. Training a machine learning model is an iterative process that requires time and compute resources. Automated machine learning can help make it easier. In this course, you will [...]
Mar 25th 2024
Course Auditing
42.00 EUR/month

Build Regression, Classification, and Clustering Models (Coursera)

Mar 25th 2024
Build Regression, Classification, and Clustering Models (Coursera)
Course Auditing
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In most cases, the ultimate goal of a machine learning project is to produce a model. Models make decisions, predictions—anything that can help the business understand itself, its customers, and its environment better than a human could. Models are constructed using algorithms, and in the world of machine learning, [...]
Mar 25th 2024
Course Auditing
41.00 EUR/month

Data Analytics Foundations for Accountancy II (Coursera)

Welcome to Data Analytics Foundations for Accountancy II! I'm excited to have you in the class and look forward to your contributions to the learning community. To begin, I recommend taking a few minutes to explore the course site. Review the material we’ll cover each week, and preview [...]