Collaborative data science works best when you have the freedom to innovate in web-based workbooks that are open, simple, and intuitive to navigate. Combining the best of all worlds, we have built our own data science workbook for interactive data analytics. Here any data scientist can create collaborative documents using SQL, Python, and Markdown.

In what follows, we take you on a journey through the data science workbooks we developed as part of the Record Evolution Data Science Studio. You will get an overview of the features that make working with them unique.


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Data science workbooks are everywhere. The open-source Jupyter Notebook and Apache Zeppelin are the best-known and most widely used tools of their kind. But you also have the hosted service Google Colab, kaggle, as well as Observable, which has a strong focus on interactive data visualization using javascript (d3.js).

Also, you can use the workbooks for reporting. By hiding the code, you switch to a document view to present your results to others. Here we use SVGs as the standard output of Python plots, and these can be resized without compromising on quality.

Most workbooks allow you to run a workbook card but not parts of the card. With our data science workbooks, you can use the cursor to select code and only run the code you have selected. This is a fantastic feature if you want to debug. We decided to add this feature after looking at SQL editors such as pgAdmin, TablePlus, and DBeaver.

And this is where the workbooks come in. We wanted our data science workbooks to be fully integrated into this process. This is why we supplemented the typical Python workbooks (with Python libraries) with the option to easily run SQL queries and inspect your data.

As our platform continues to evolve and as we continue to gather user feedback, we will keep adding new features to our workbooks. For example, we are planning to expand the programming language options. We will add support for javascript & R and improve the automated processing of machine learning models.

Ultimately, the workbooks can be useful not only in terms of data mining but also when you get to do deep learning, train a neural network or develop your machine learning algorithm. Apart from typical tasks in basic statistics/descriptive statistics, statistical learning, and predictive analytics, we can work on any data science project here, write algorithms and develop artificial intelligence that we later roll out as IoT apps on devices.

The Record Evolution data science workbook becomes even more powerful when using data sources that are frequently updated (e.g. S3 buckets, web endpoints, etc.). You will read more about this in our next article. Stay tuned!

There are simple things we can do every day, that make our life more awesome and help us make happiness a habit. The beautiful chaos of living with two small kids, has let me to really prioritize easy to use tools. In this workbook I offer you five exercises that based on key law of attraction principles, and are really powerful tools. They are fun and easy to use. Try them out. Pick what you like. Do it again.

I created this workbook with my wife, Joanna Soyka. We are a couple, that loves learning, growing and brining awesomeness into our life as a family. These are literally the tools that have helped us to be an out and proud queer family, traveling the world. While I as a Life Coach, constantly teach the concepts behind these exercises to my clients, Joanna turned these tools into simple, inspiring worksheets for an easy everyday use.

Everyone faces trials, and everyone will mess up. But failure should not be the focus. Your focus should not be on who you were but rather the pursuit of who you can become. In Woman Evolve, Sarah helps you understand that your purpose in life does not change; it evolves.

Everyone faces trials, and everyone will mess up. But failure should not be the focus. Your focus should not be on who you were but rather the pursuit of who you can become. In Woman Evolve, Sarah helps you to understand that your purpose in life does not change; it evolves.

We are a team of over 20 experienced professionals, including licensed therapists, cosmetologists and estheticians. We are all ready to help you evolve into wellness. Schedule an appointment and dive into the Evolve experience today.

To provide a better model, Jeff Kavanaugh and Rafee Tarafdar wrote The Live Enterprise. Live Enterprise transforms legacy systems into agile, digital ecosystems, and evolves with changing market needs and scales to any size. Live Enterprise takes its name from the metaphor of a living organism and shares practical examples from nature that apply to business as well. To be resilient, companies need to continuously evolve and learn, much like nature.

Drawing on their own experience at Infosys, hundreds of clients, and years of research, the authors detail how leaders can prepare and respond to disruptive forces. Long after the current crisis fades, The Live Enterprise will continue to be a critical guide to operate with agility and evolve to win.

For years I have taught my GIS course from the venerable and excellent Understanding GIS ArcGIS Pro Project Workbook. After Edition 4 this went out of print. Not a surprise, as the Pro software continues to evolve, and now at v 2.8.

As flagship BNC training products co-owned by First Nations Development Institute and Oweesta Corporation, the workshops are a high-wattage forum for participants to network, learn, and grow, while the participant workbook, currently in its 5th edition, is popular for its culturally relevant shtick, engaging lessons, and hands-on activities.

A person doesn't have to be a consensus organizer to think like one. Consensus Organizing: A Community Development WorkbookA Comprehensive Guide to Designing, Implementing, and Evaluating Community Change Initiatives helps students and practitioners begin to think like consensus organizers and incorporate this way of strategic thinking into their lives and their work. Through a wide range of exercises, role-play activities, case scenarios, and discussion questions, this workbook presents the conceptual framework for consensus organizing and provides a practical and experiential approach to understanding and applying consensus organizing to address a range of issues. This workbook is designed to be used by itself or along with Mike Eichler's text Consensus Organizing: Building Communities of Mutual Self Interest (SAGE, 2007).

Part 1 is an introduction to clinical judgment with examples of how to approach the thinking exercises in the workbook.  Part 2 consists of exercises that focus on applying clinical judgment for clients across the lifespan experiencing commonly occurring physical and mental health problems.  Part 3 consists of exercises that focus on applying clinical judgment for older-adult clients, a main focus of care for LPN/LVNs. 

PLA Seeks Responses to 2023 Public Library Technology Survey

The Public Library Association (PLA) has opened its annual survey and seeks responses to the 2023 Public Library Technology Survey. This unique national survey focuses on resources, infrastructure, training, staff, and funding related to technology. This data is vital to understand how libraries serve as hubs of knowledge and innovation in our communities and continue to evolve to meet patron needs. PLA invites all public libraries to participate in this survey, which is open through December 16, 2023. The Public Library Technology Survey was first administered in 2020 and provides an essential snapshot of public library technology services and capacity. e24fc04721

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