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SQL for Data Science with R

SQL for Data Science with R

Much of the world's data resides in databases. SQL (or Structured Query Language) is a powerful language which is used for communicating with and extracting data from databases. A working knowledge of databases and SQL is a must if you want to become a data scientist.
The purpose of this course is to introduce relational database concepts and help you learn and apply foundational knowledge of the SQL and R languages. It is also intended to get you started with performing SQL access in a data science environment.

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  • 28 hours
  • English
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Mergers and Acquisitions

Mergers and Acquisitions

In a post-pandemic world, companies across the globe are constantly looking to expand and grow their businesses. Mergers and Acquisitions (M&A) offers many ways to achieve this goal. Through this 6-course specialization …

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  • English
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Introduction to Computational Statistics for Data Scientists

Introduction to Computational Statistics for Data Scientists

The purpose of this series of courses is to teach the basics of Computational Statistics for the purpose of performing inference to aspiring or new Data Scientists. This is not intended to be a comprehensive course that …

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  • English
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Connect to Cloud SQL from an Application in Kubernetes Engine

Connect to Cloud SQL from an Application in Kubernetes Engine

This is a self-paced lab that takes place in the Google Cloud console. This lab shows how easy it is to connect an application in Kubernetes Engine to a Cloud SQL instance using the Cloud SQL Proxy container as a sidecar container. You will deploy a Kubernetes Engine cluster and a Cloud SQL Postgres instance and use the Cloud SQL Proxy container to allow communication between them.

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  • 1 hour
  • English
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Internet of Things and AI Cloud

Internet of Things and AI Cloud

This Specialization covers the development of Internet of Things (IoT) products and services—including devices for sensing, actuation, processing, and communication—to help you develop skills and experiences you can empl…

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  • English
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Key Technologies in Data Analytics

Key Technologies in Data Analytics

This specialization aims to prepare you for a role working in data analytics. The first course is Fundamentals of Data Analysis. You’ll be introduced to core concepts and you’ll learn about the tools and skills required …

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Electronic Music Production

Electronic Music Production

In the Electronic Music Production specialization, you will learn the tricks of the trade to create high-quality, professional sounding music. You’ll begin by learning about the nature of sound and how a signal flows thr…

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  • English
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Interpretable Machine Learning Applications: Part 1

Interpretable Machine Learning Applications: Part 1

In this 1-hour long project-based course, you will learn how to create interpretable machine learning applications on the example of two classification regression models, decision tree and random forestc classifiers.

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  • 3 hours
  • English
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IBM Data Topology

IBM Data Topology

Every business and organization is facing new challenges with their data. Pressures related to regulation and compliance, leveraging AI, spanning multicloud environments, and increasing volumes of inaccessible data are forcing executives and administrators to either modernize their infrastructures or become obsolete. But moving to the latest technology in a monolithic architecture is a tempting solution that can be expensive and cause more problems than it solves.

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  • 6 hours
  • English
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Building Deep Learning Models with TensorFlow

Building Deep Learning Models with TensorFlow

The majority of data in the world is unlabeled and unstructured. Shallow neural networks cannot easily capture relevant structure in, for instance, images, sound, and textual data. Deep networks are capable of discovering hidden structures within this type of data. In this course you’ll use TensorFlow library to apply deep learning to different data types in order to solve real world problems.

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  • 7 hours
  • English
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Essentials of Corporate Finance

Essentials of Corporate Finance

You will gain a firm understanding of corporate finance, including accounting principles and financial analysis, how value is created by global markets, the choices firms face when making financial decisions and defining…

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  • English
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Linear Circuits 1: DC Analysis

Linear Circuits 1: DC Analysis

This course explains how to analyze circuits that have direct current (DC) current or voltage sources. A DC source is one that is constant. Circuits with resistors, capacitors, and inductors are covered, both analytically and experimentally. Some practical applications in sensors are demonstrated.

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  • 85 hours
  • English
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Leveraging Mentions and Threads in Slack

Leveraging Mentions and Threads in Slack

By the end of this project, you will learn how to optimize organizational communications with Slack, a business communications platform.

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  • 3 hours
  • English
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Create Machine Learning Models in Microsoft Azure

Create Machine Learning Models in Microsoft Azure

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 of machine learning and how to use common tools and frameworks to train, evaluate, and use machine learning models.

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  • 13 hours
  • English
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Social Media Marketing in Practice

Social Media Marketing in Practice

Welcome to the Digital Marketing Institute, the global standard in Digital Marketing certification. Over 4.6 billion people globally are using social media in 2022. This explosive growth, coupled with the speed of innov…

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  • English
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21st Century Energy Transition: how do we make it work?

21st Century Energy Transition: how do we make it work?

Affordable, abundant and reliable energy is fundamental to human well-being and prosperity. For the past 150 years, more and more people have gained access to energy, primarily in the form of fossil fuels – coal, petroleum and natural gas. But now, even while half of humanity cannot access adequate energy supplies, we are beginning a profound transition to more diverse energy sources.

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  • 17 hours
  • English
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Mastering SQL Joins

Mastering SQL Joins

In this 2-hour long project-based course, you will understand how to use SQL joins like INNER JOIN, LEFT JOIN, and RIGHT JOIN to get a desired result set.

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  • 3 hours
  • English
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Make a Table of Contents, Footnotes, and more with Word

Make a Table of Contents, Footnotes, and more with Word

By the end of this project, you will be able to create an automatic table of contents using Microsoft Word.

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  • 3 hours
  • English
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Akamai Network Engineering

Akamai Network Engineering

Are you interested in learning how large global network operations work? Does managing 30% of the internet traffic globally intrigue you? Then the Network Engineering certification is for you. The NOCC is a proactive mon…

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Building Your Freelancing Career

Building Your Freelancing Career

Do you want to go from surviving gig-to-gig to maintaining a steady flow of income through your own freelancing business? How about gaining the confidence to leave your steady but stifling job and launch into a more rewa…

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  • English
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Introduction to Large Language Models - Bahasa Indonesia

Introduction to Large Language Models - Bahasa Indonesia

Ini adalah kursus pengantar pembelajaran mikro yang membahas definisi model bahasa besar (LLM), kasus penggunaannya, dan cara menggunakan prompt tuning untuk meningkatkan performa LLM. Kursus ini juga membahas beberapa alat Google yang dapat membantu Anda mengembangkan aplikasi Gen AI Anda sendiri.

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  • 1 hour
  • English
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Java Database Connectivity

Java Database Connectivity

The intent of Java Database Connectivity (JDBC) Introduction is to get some hands-on experience with foundational JDBC concepts. On our journey we’ll learn about why and how the API makes working with databases easy for …

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Simulation of Covid-19 Testing Process Using R Simmer

Simulation of Covid-19 Testing Process Using R Simmer

Welcome to "Simulation of Covid-19 Testing Process Using R Simmer".

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  • 3 hours
  • English
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Interpretable Machine Learning Applications: Part 4

Interpretable Machine Learning Applications: Part 4

In this 1-hour long guided project, you will learn how to use the "What-If" Tool (WIT) in the context of training and testing machine learning prediction models.

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  • 3 hours
  • English
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Intellectual Humility: Theory

Intellectual Humility: Theory

Faced with difficult questions people often tend to dismiss and marginalize dissent. Political and moral disagreements can be incredibly polarizing, and sometimes even dangerous. And whether it’s Christian fundamentalism, Islamic extremism, or militant atheism, religious dialogue remains tinted by arrogance, dogma, and ignorance. The world needs more people who are sensitive to reasons both for and against their beliefs, and are willing to consider the possibility that their political, religious and moral beliefs might be mistaken. The world needs more intellectual humility.

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  • 18 hours
  • English
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