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Our Courses
Julia Scientific Programming
This course introduces you to Julia as a first programming language. Julia is a high-level, high-performance dynamic programming language developed specifically for scientific computing. This language will be particularly useful for applications in physics, chemistry, astronomy, engineering, data science, bioinformatics, and many more.
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Course by
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Self Paced
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19 hours
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English
Regression and Classification
Introduction to Statistical Learning will explore concepts in statistical modeling, such as when to use certain models, how to tune those models, and if other options will provide certain trade-offs. We will cover Regression, Classification, Trees, Resampling, Unsupervised techniques, and much more! This course can be taken for academic credit as part of CU Boulder’s Master of Science in Data Science (MS-DS) degree offered on the Coursera platform.
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Course by
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Self Paced
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35 hours
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English
Supervised Text Classification for Marketing Analytics
Marketing data often requires categorization or labeling. In today’s age, marketing data can also be very big, or larger than what humans can reasonably tackle. In this course, students learn how to use supervised deep learning to train algorithms to tackle text classification tasks. Students walk through a conceptual overview of supervised machine learning and dive into real-world datasets through instructor-led tutorials in Python.
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Course by
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Self Paced
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12 hours
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English
Data Science as a Field
This course provides a general introduction to the field of Data Science. It has been designed for aspiring data scientists, content experts who work with data scientists, or anyone interested in learning about what Data Science is and what it’s used for. Weekly topics include an overview of the skills needed to be a data scientist; the process and pitfalls involved in data science; and the practice of data science in the professional and academic world.
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Course by
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Self Paced
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11 hours
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English
MongoDB Aggregation Framework
This course will teach you how to perform data analysis using MongoDB's powerful Aggregation Framework. You'll begin this course by building a foundation of essential aggregation knowledge. By understanding these features of the Aggregation Framework you will learn how to ask complex questions of your data.
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Course by
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Self Paced
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19 hours
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English
Advanced Data Science Capstone
This project completer has proven a deep understanding on massive parallel data processing, data exploration and visualization, advanced machine learning and deep learning and how to apply his knowledge in a real-world practical use case where he justifies architectural decisions, proves understanding the characteristics of different algorithms, frameworks and technologies and how they impact model performance and scalability.
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Course by
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9 hours
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English
توقع حضور المواعيد الطبية باستخدام Python
في نهاية المشروع ده هتقدر تصمم model ذكاء صناعي عشان يتوقع المريض هيجي المعاد إلي كان محدد ولا لاباستخدام Python و Jupyter Notebook. خلال المشروع هنمشى مع بعض خطوة بخطوة عشان نقدر نحلل البيانات إلي هتكون معنا من website Kaggle.com الdata دي هتكون عن مرضى في البرازيل.و هنقدر نحدد ازاي الmachine learning engineer بيختار الmachine learning model بتاعو. و ازاي إقدر إستعمل ال-machine learning model بتاعي ده عشان اتوقع هل المريض ده هيجي ولا لا. المشروع ده هيفيد الناس المهتمة بمجال الdata science.
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Course by
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Self Paced
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2 hours
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Arabic
مطوّر الواجهة الخلفية من Meta
Ready to gain new skills and the tools developers use to create websites and web applications?
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Course by
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Self Paced
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Arabic
Curso Completo de Data Science
Este proyecto es un curso práctico y efectivo para aprender Data Science de manera práctica y aplicada.
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Course by
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Self Paced
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3 hours
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Spanish
Ciclo completo del desarrollo de un proyecto de Data Science
En este curso aprenderemos a desarrollar el ciclo completo de la ciencia de datos, desarrollando en profundidad la parte del despliegue del modelo.
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Course by
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Self Paced
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3 hours
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Spanish
Business Transformation with Google Cloud auf Deutsch
Was ist Cloudtechnologie bzw. Data Science und warum ist der Begriff in aller Munde? Welche Vorteile bietet die Cloud für Sie, Ihr Team und Ihr Unternehmen? Wenn Sie sich mit dem Thema Cloudtechnologie vertraut machen möchten, um bessere Arbeit zu leisten, die Zukunft Ihres Unternehmens mitzugestalten und im Zeitalter der Cloud Ihr volles Potenzial zu entfalten, ist der Kurs "Business Transformation with Google Cloud" für Sie die richtige Wahl. In dieser interaktiven Schulung lernen Sie die wichtigsten Cloud-Geschäftsfaktoren kennen, insbesondere Google Cloud.
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Course by
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Self Paced
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18 hours
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German
Introducción a Pandas para Data Science
En este proyecto guiado obtendrás experiencia práctica trabajando con la librería Pandas y creando tu propio cuaderno de Jupyter Lab.
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Course by
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Self Paced
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3 hours
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Spanish
Ein Crashkurs in Datenwissenschaft
Inzwischen haben Sie sicher schon von Datenwissenschaft und Big Data gehört. In diesem einwöchigen Kurs werden wir in einem Crashkurs vermitteln, was diese Begriffe bedeuten und inwiefern sie in erfolgreichen Organisationen eine Rolle spielen. Dieser Kurs richtet sich an alle, die mehr über die Datenwissenschaft erfahren möchten, aber auch an jene, die vorhaben, ein Team von Datenwissenschaftlern zu leiten. Das Ziel ist es, Sie so schnell wie möglich pragmatisch mit der Datenwissenschaft vertraut zu machen.
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Course by
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Self Paced
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6 hours
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German
Cómo importar datos y crear visualizaciones en Python
Al final de este proyecto, podrás importar fuentes básicas de datos en Python y crear potentes visualizaciones a partir de su información y con muy pocas instrucciones de código. En este proyecto guiado aprenderá qué es el Data Science y cómo podemos dominarlo con el lenguaje Python desde cero. Python tiene un inmenso potencial con todas las librerías enfocadas en Data Science que le harán cambiar su día a día en el análisis de datos aportándole un salto cualitativo en su carrera profesional mejorando sustancialmente sus habilidades analíticas de manera muy eficiente.
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Course by
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Self Paced
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3 hours
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Spanish
Ferramentas para Ciência de Dados: Introdução ao R
Nossas boas-vindas ao Curso Ferramentas para Ciência de Dados: Introdução ao R. Neste curso, você aprenderá que o mundo evoluiu muito quando o assunto é tomada de decisão baseada em dados e já não é possível comparar a quantidade de informações a que temos acesso atualmente com o que tínhamos disponíveis décadas atrás.
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Course by
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Self Paced
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Portuguese
데이터 과학이란 무엇인가?
The art of uncovering the insights and trends in data has been around since ancient times. The ancient Egyptians used census data to increase efficiency in tax collection and they accurately predicted the flooding of the Nile river every year. Since then, people working in data science have carved out a unique and distinct field for the work they do. This field is data science. In this course, we will meet some data science practitioners and we will get an overview of what data science is today.
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Course by
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Self Paced
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Korean
Entendiendo un proceso de MLOps con Azure Databricks
En este proyecto, vamos a comprender el concepto de MLOps y su función dentro de un proceso de Data Science, enfocado con la herramienta de Azure Databricks.
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Course by
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Self Paced
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1 hour
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Spanish
Desarrollador back-end de Meta
Ready to gain new skills and the tools developers use to create websites and web applications?
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Course by
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Self Paced
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Spanish
Data Science con Python e R
Questa Specialization è rivolta a quanti vogliano acquisire competenze di base nell’ambito della programmazione in Python e imparare ad utilizzare R e Python per risolvere problemi nell’ambito della Data Science. Attraverso i tre corsi, apprenderai come sono organizzate le strutture dei dati in R, come operare con il data wrangling e quali sono le principali tecniche di data visualization più utilizzate in ambito aziendale.
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Course by
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Self Paced
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Italian
Erste Schritte mit dem tidyverse
In diesem angeleiteten Projekt wirst du die berühmte tidyverse-Paketfamilie kennen lernen! Das tidyverse ist eine Sammlung von R-Paketen für Data Analysis und Data Science, die die gleiche Philosophie und die gleichen Regeln teilen und perfekt ineinander greifen.
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Course by
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Self Paced
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3 hours
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German
SQL für Data Science
As data collection has increased exponentially, so has the need for people skilled at using and interacting with data; to be able to think critically, and provide insights to make better decisions and optimize their businesses. This is a data scientist, “part mathematician, part computer scientist, and part trend spotter” (SAS Institute, Inc.). According to Glassdoor, being a data scientist is the best job in America; with a median base salary of $110,000 and thousands of job openings at a time.
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Course by
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Self Paced
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German
Marketing e Data Science
Este Programa de Cursos Integrados tem como objetivodesenvolver suas habilidades para analisar consumidores, mercado e concorrentes para ajudar no processo da tomada de decisão estratégia de Marketing. Ao final, você será capaz de planejar, construir e colocar em prática as estratégias de marketing a partir dos conhecimentos de Data Science. Você conhecerá a fundo o papel da estratégia de marketing para uma organização orientada para o mercado e para o uso de técnicas de marketing digital.
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Course by
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Self Paced
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Portuguese
Introducción a Data Science: Programación Estadística con R
Este curso te proporcionará las bases del lenguaje de programación estadística R, la lengua franca de la estadística, el cual te permitirá escribir programas que lean, manipulen y analicen datos cuantitativos. Te explicaremos la instalación del lenguaje; también verás una introducción a los sistemas base de gráficos y al paquete para graficar ggplot2, para visualizar estos datos.
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Course by
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Self Paced
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Spanish
Python per la Data Science
Python per la Data Science è un corso cruciale per qualsiasi professionista che voglia analizzare grandi quantità di dati attraverso le più recenti tecniche di machine Learning e Deep learning. Il core del corso è rappresentato dall’utilizzo dei notebook: una nuova forma di fruizione dei contenuti didattici in cui testo e teoria sono affiancati a numerosi codici eseguibili e modificabili. Il formato è visivamente simile ad un file PDF a cui si aggiunge l’interattività tipica dei prodotti software. Il risultato?
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Course by
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Self Paced
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19 hours
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Italian
Python: Istruzioni per l’uso
Il Corso fornisce i principi di programmazione, le tecniche e gli strumenti di Python, linguaggio interpretato orientato agli oggetti molto utilizzato in molteplici contesti scientifici ed aziendali. Python è un linguaggio di programmazione di alto livello, supporta diversi paradigmi di programmazione, come il paradigma object-oriented (con supporto all'ereditarietà multipla), imperativo e funzionale.
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Course by
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Self Paced
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Italian