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User Posts: Coletividad
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Sweating the small stuff
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How Slack invests in big little details through Customer Love Sprints Most businesses say they love their customers. Slack is no exception! But what does that ...

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Refreshing our Icon System: the why and how behind the changes
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It’s a new year and we have a new look! In case you haven’t seen them yet, we’re in the process of rolling out a refreshed, bolder look for our icons, starting ...

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The Best Managers Don’t Fix, They Coach — Four Tools to Add to Your Toolkit
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This article is by Anita Hossain Choudhry and Mindy Zhang, who have coached hundreds of managers. Hossain Choudhry is CEO at The Grand, a group coaching ...

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Designing Data Science Tools at Spotify: Part 2
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When you’re working at a massive scale, like Spotify does, you accumulate huge amounts of raw data. Great product ideas can be derived from all this data, but ...

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Designing for a Social Listening Experience
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Blend is a personalized Spotify playlist that combines two users’ music tastes together, and facilitates an experience made for you... and your friend. So ...

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The Best Leaders are Feedback Magnets — Here’s How to Become One
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Introduction This article is written by Shivani Berry, founder and CEO of Ascend, which offers online leadership programs to empower women from top companies ...

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How to Sell UX Research with Two Simple Questions
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Do you find yourself designing screens with only a vague idea of how the things on the screen relate to the things elsewhere in the system? Do you leave ...

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Invisible made Visible: The Value of Designing Tools for Internal Teams
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You’ve probably heard the phrase “good design is invisible.” Well, that statement is certainly true of Spotify, where it’s the design team’s goal to create a ...

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A Content Model Is Not a Design System
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Do you remember when having a great website was enough? Now, people are getting answers from Siri, Google search snippets, and mobile apps, not just our ...

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Approaching the product design process through an engineering lens
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Zipper's Duretti Hirpa says designers and engineers have more shared values than you may realize Not long ago, a wise design pro by the name of Joshua ...

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Design for Safety, An Excerpt
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Antiracist economist Kim Crayton says that “intention without strategy is chaos.” We’ve discussed how our biases, assumptions, and inattention toward ...

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Designing winning outcomes with Mia Blume
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Believing in the power of design and what can happen when we get designers in executive roles At its core, product design is a functional practice that ...

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Fonz Morris answers your user research FAQs
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A Lead Product Designer at Netflix on how to unearth the design insights you need When it comes to user research, most designers would agree: the more the ...

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Voice Content and Usability
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Conversation is not a new interface. It’s the oldest interface.Erika Hall, Conversational Design We’ve been having conversations for thousands of years. ...

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Design your team like you would your product
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AMEX VP of Product Design and Research Evan English shares her approach to scaling design teams In our interview series so far, we’ve delved into the ...

User Deals: Coletividad
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Capstone Exam for Statistics and Data Science
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Solidify and demonstrate your knowledge and abilities in probability, data analysis, statistics, and machine learning in this culminating assessment. -- Final Requirement of the MITx MicroMasters Program in Statistics and Data Science.
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Machine Learning with Python-From Linear Models to Deep Learning
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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. -- Part of the MITx MicroMasters program in Statistics and Data Science.
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Fundamentals of Statistics
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Develop a deep understanding of the principles that underpin statistical inference: estimation, hypothesis testing and prediction. -- Part of the MITx MicroMasters program in Statistics and Data Science.
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Probability – The Science of Uncertainty and Data
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Build foundational knowledge of data science with this introduction to probabilistic models, including random processes and the basic elements of statistical inference -- Part of the MITx MicroMasters program in Statistics and Data Science.
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R Data Science Capstone Project
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Apply various data analysis and visualization skills and techniques you have learned by taking on the role of a data scientist working with real-world data sets.
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Visualizing Data with R
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Learn about the ggplot2 data visualization package for R, creating map plots with geolocation data using Leaflet, and interactive dashboards to display your work on the web using the R Shiny package!
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Analyzing Data with R
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4 months ago

Analyzing Data with R

R is the key that opens the door between the problems you want to solve with data and the answers you need. This course walks you through the process of answering questions through data.
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SQL for Data Science with R
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Build a baseline understanding about relational database concepts and learn how to apply foundational knowledge of the SQL and R languages through a series of hands-on labs to practice building and running SQL queries.
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R Programming Basics for Data Science
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This course introduces you to R language fundamentals and covers common data structures, programming techniques, and how to manipulate data all with the help of the R programming language.
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Data Analytics and Visualization Capstone Project
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Accelerate the knowledge you gain from previous courses in the IBM Data Analyst Professional Certificate program. Assume the role of an Associate Data Analyst and use various skills and techniques on real-world datasets to accomplish a task.
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Visualizing Data with Python
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Data visualization is the graphical representation of data in order to interactively and efficiently convey insights to clients, customers, and stakeholders in general.
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Analyzing Data with Python
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In this course, you will learn how to analyze data in Python using multi-dimensional arrays in numpy, manipulate DataFrames in pandas, use SciPy library of mathematical routines, and perform machine learning using scikit-learn!
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