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Mastering Data Analysis with Pandas: Learning Path Part 2

Mastering Data Analysis with Pandas: Learning Path Part 2

In this structured series of hands-on guided projects, we will master the fundamentals of data analysis and manipulation with Pandas and Python. Pandas is a super powerful, fast, flexible and easy to use open-source data analysis and manipulation tool. This guided project is the second of a series of multiple guided projects (learning path) that is designed for anyone who wants to master data analysis with pandas. Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.

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  • 3 hours
  • English
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Creating a DAO website with HOTGLUE

Creating a DAO website with HOTGLUE

Traditionally speaking, website designs follow a format based on newspaper layouts. Although that is an useful (unspoken) convention, it does bring limits to what one can create when building a webpage. The tool explored in this project challenges that by allowing users to work on a website just as if they were doing a paper collage with... HOTGLUE. With zero code and straight from the web-browser. The study object for this project is the website of a DAO (Decentralized Autonomous Organization) so you will also learn about this emergent paradigm for human coordination.

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  • 3 hours
  • English
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Software Development Lifecycle

Software Development Lifecycle

This Specialization is designed for people who are new to software engineering.

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Leading: Human Resource Management and Leadership

Leading: Human Resource Management and Leadership

Become an adaptable leader, ready to face the challenges of the disrupted workplace. This Specialization will equip you with the skills to lead and navigate the ever-changing global environment we now work in.

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  • English
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Cryptography and Hashing Overview

Cryptography and Hashing Overview

Continue learning about blockchain technology by diving into the nature of ownership and how the blockchain is one way to approach decentralized transaction handling. This course also demystifies cryptography and hashing, which are critical for authenticating users and guaranteeing transaction privacy. This course requires the purchase of two books for the completion of assignments: Drescher, D. (2017). Blockchain Basics: A Non-Technical Introduction in 25 Steps. (ISBN-13: 978-1484226032) Antonoupoulos, A. M. (2017). The Internet of Money, Volume Two. (ISBN-13: 978-1947910065)

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  • 10 hours
  • English
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Introduction to Ear, Nose, and Throat Disorders

Introduction to Ear, Nose, and Throat Disorders

Otorhinolaryngology is a surgical subspecialty that specializes in management and treatment of conditions relating to the head and neck. Developed at Icahn School of Medicine at Mount Sinai and led by top-ranked otorhinolaryngology faculty and experts, this specialization on ear, nose and throat disorders focuses on the basics of the anatomy and pathophysiology of these regions. This specialization starts with an outline of what patients and professionals need to know about voice disorders.

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Fundamentals of Computing

Fundamentals of Computing

This Specialization covers much of the material that first-year Computer Science students take at Rice University, brought to you by the world-class Faculty who teach our master's and PhD programs. Students learn sophisticated programming skills in Python from the ground up and apply these skills in building more than 20 fun projects. The Specialization concludes with a Capstone exam that allows the students to demonstrate the range of knowledge that they have acquired in the Specialization.

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Automate Doc Review Process with SharePoint & Power Automate

Automate Doc Review Process with SharePoint & Power Automate

Every company must create various documents or reports and show them to responsible colleagues, mostly their supervisors, so they can approve or reject the document. Employees spend a lot of time chasing those responsible colleagues all over the company or sending them multiple emails to remind them about the documents waiting to be checked. For example, a junior business analyst creates a business offer document and of course, it needs to be reviewed and approved by a senior business analyst, a CEO, or another superior.

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  • 3 hours
  • English
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Data Engineering Foundations

Data Engineering Foundations

Data engineering is one of the fastest-growing tech occupations, where the demand for skilled data engineers far outweighs the supply. The goal of data engineering is to make quality data available for fact-finding and data-driven decision making. This Specialization from IBM will help anyone interested in pursuing a career in data engineering by teaching fundamental skills to get started in this field.

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The Wonders and Challenges of Bible Education

The Wonders and Challenges of Bible Education

Biblical figures play a central role in understanding the richness of the text and provide extraordinary educational opportunities for engaging students in meaningful discourse about its relevance for their lives. This course will focus on examining and analyzing Biblical characters, and give you access to different pedagogical techniques of teaching Bible in the classroom. We will learn about the challenges facing the Bible teacher today, as well as different philosophical, developmental, social, and psychological approaches to addressing those challenges.

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  • 20 hours
  • English
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Data Science Foundations: Statistical Inference

Data Science Foundations: Statistical Inference

This program is designed to provide the learner with a solid foundation in probability theory to prepare for the broader study of statistics. It will also introduce the learner to the fundamentals of statistics and statistical theory and will equip the learner with the skills required to perform fundamental statistical analysis of a data set in the R programming language. This specialization 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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Building Serverless Applications on AWS

Building Serverless Applications on AWS

Are you looking to start a career developing software that runs on AWS? Or are you a trying to understand more about how developing applications with AWS benefits developers? Join us for the three-course Building Serverl…

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Digital Manufacturing & Design Technology

Digital Manufacturing & Design Technology

Whether you’re a high school graduate exploring manufacturing careers, or an operations manager hungry for an understanding of the newest manufacturing technologies, this specialization will provide a foundation in how digital advances are changing the landscape and capabilities of factories. Nine courses – developed with input from the manufacturing industry – touch on Industry 4.0 and its components, including digital manufacturing and design practices, the concept of the digital thread, the Internet of Things and Big Data.

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Fandom and Popular Culture in the Digital Age

Fandom and Popular Culture in the Digital Age

How might what we love - what we watch, what we read, what we post - make our communities healthier and more vibrant? This question guides Fandom and Popular Culture in the Digital Age. In our networked and information-saturated world, three vital needs emerge: representing identity in digital media, interrogating the products of culture, and engaging meaningfully with digital communities. This course addresses these needs by inviting you into a space of reflection at the intersection of fandom, popular culture, and digital media.

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  • English
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Epidemiology in Public Health Practice

Epidemiology in Public Health Practice

This specialization is intended for people working or aspiring to work in the field of public health at the local, regional, and national level. Over five courses taught by faculty from the preeminent school of public health, you'll learn to use the core epidemiologic toolset to measure the health of populations, assess interventions, collect and analyze data, and investigate outbreaks and epidemics.

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  • English
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Advanced Spacecraft Dynamics and Control

Advanced Spacecraft Dynamics and Control

This Specialization on advanced spacecraft dynamcis and control is intended for experienced spacecraft dynamics and GNC engineers and researchers. It is assumed the viewer has completed the prior spacecraft dynamics specialization already. Through 3 courses we cover the topics of momentum-based attitude dynamics and control, we derive analytical methods to model complex spacecraft systems, and finally conclude with a captstone project course.

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Energy Production, Distribution & Safety

Energy Production, Distribution & Safety

This specialization provides introductory knowledge about the energy industry and associated career opportunities, whether you are interested in a utility technician or utility worker role, or emerging green energy solutions. It is intended for those considering a career in the field, and people already working in the industry who have less than three years of experience and have not completed similar training. Through four courses, learners receive an overview of electric power systems, natural gas, safety practices, and the energy industry as a whole.

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Custom Attribution Modeling with Google Analytics

Custom Attribution Modeling with Google Analytics

In this 1-hour long project-based course, you will learn how to build and share a custom attribution model in Google Analytics, understand attribution modeling, export and import data for elaboration outside of Analytics platform.

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  • 3 hours
  • English
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Electrodynamics: Analysis of Electric Fields

Electrodynamics: Analysis of Electric Fields

This course is a continuation of Electrodynamics: An Introduction. Here, we will cover different methods of calculating an electric field. In addition, we will introduce polarization, dielectrics, and how electric fields create dipoles.

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  • 11 hours
  • English
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Data Science Fundamentals

Data Science Fundamentals

This specialization demystifies data science and familiarizes learners with key data science skills, techniques, and concepts. The course begins with foundational concepts such as analytics taxonomy, the Cross-Industry Standard Process for Data Mining, and data diagnostics, and then moves on to compare data science with classical statistical techniques.

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Advanced Creative Thinking and AI: Tools for Success

Advanced Creative Thinking and AI: Tools for Success

Creativity is important in nearly every facet of life. Advances in neuro-science, computing and psychology, along with developments in other domains and cross-disciplinary areas have resulted in ever increasing understanding of creativity. This module will explore some advanced approaches to creativity such as the use of analogy and metaphor, various thinking styles and the role of artificial intelligence. A framework called the creativity diamond is used to guide the selection of approach to creativity relevant to your project or activity.

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  • 9 hours
  • English
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Core Java

Core Java

Code and run your first Java program in minutes without installing anything! This course is designed for learners with limited coding experience, building on a solid foundation of Java, learners will dive into key Java classes, interfaces, and frameworks. The modules in this course cover developer best practices, data handling, and connecting to web-based systems. Completion of an introductory Java sequence such as Codio's Hands-On Java Introduction is recommended. To allow for a truly hands-on, self-paced learning experience, this course is video-free.

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AI for Scientific Research

AI for Scientific Research

In the AI for Scientific Research specialization, we'll learn how to use AI in scientific situations to discover trends and patterns within datasets. Course 1 teaches a little bit about the Python language as it relates to data science. We'll share some existing libraries to help analyze your datasets. By the end of the course, you'll apply a classification model to predict the presence or absence of heart disease from a patient's health data.

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Strategic Leadership: Impact, Change, and Decision-Making

Strategic Leadership: Impact, Change, and Decision-Making

If you're ready to hone your leadership skills and grow as a person, Strategic Leadership: Impact, Change, and Decision-Making for Work and Life is designed for you, whether you're a manager or an individual contributor. Through four courses with Sydney Finkelstein, the Steven Roth Professor of Management at the Tuck School of Business at Dartmouth, you will learn the common mistakes that even smart executives make, the neuroscience behind effective decision making, methods of managing and supporting the people around you, and how to bring together all these lessons to be the best possible le

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Microsoft Azure AI Fundamentals AI-900 Exam Prep

Microsoft Azure AI Fundamentals AI-900 Exam Prep

This Specialization is intended for anyone interested in preparing for the Certified AI-900 Microsoft Azure AI Fundamentals Exam. This program consists of 5 courses to help prepare you to take the certification exam. You will acquire foundational knowledge of the core concepts related to artificial intelligence (AI) and the services in Microsoft Azure that can be used to create AI solutions.

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