Data— empowering nonprofits to harness the power of data to achieve
Results— producing outcomes while ensuring data security and privacy through
Intelligence— gaining insight to make better business decisions and delivering
Value— to those in the data field and leaders using data via
Education— offered year-round with evolving curriculum and innovative learning experiences
Offered for the first time, DRIVE/Cast Livestream gives you the chance to experience all the great data and analytics content in the comfort of your own office or home. With dynamic key sessions, informative breakouts, and an interactive chat platform, this virtual program is your opportunity to be in the fast-lane to explore all things data.
Why Deep Learning with R?
Deep learning enables efficient and accurate learning from data. Developers working with R will be able to put their knowledge to work with this practical guide to deep learning. The book provides a hands-on approach to implementation and associated methodologies that will have you up-and-running, and productive in no time. You will explore and implement deep learning to solve various real-world problems using modern R libraries such as TensorFlow, MXNet, H2O, and Deepnet.
Who this book is for?
This book is for data scientists, machine learning engineers, and deep learning developers who are familiar with machine learning and are looking to enhance their knowledge of deep learning using practical examples. Anyone interested in increasing the efficiency of their machine learning applications and exploring various options in R will also find this book useful. Basic knowledge of machine learning techniques and working knowledge of the R programming language is expected.
What you will learn:
Design a feedforward neural network to see how the activation function computes an output
Create an image recognition model using convolutional neural networks (CNNs)
Prepare data, decide hidden layers and neurons and train your model with the backpropagation algorithm
Apply text cleaning techniques to remove uninformative text using NLP
Build, train, and evaluate a GAN model for face generation
Understand the concept and implementation of reinforcement learning in R
Rodger Devine, associate dean of external affairs for strategy and innovation at the University of Southern California and vice chair of the 2020 DRIVE/ conference, agrees. The end goal of any data analysis is to take action, he explains. Storytelling is important because it provides the “bridge between cutting-edge data science and analysis and making that information understandable and actionable for everyone,” he says. “You could have a really sophisticated analysis, but if it just sits on the shelf because no one is able to read it or understand it and therefore take action on it, it’s of limited value to your institution.”
In institutional advancement, Devine sees data as a way of supporting new strategies or approaches to old and familiar challenges. “Looking at the data, people will see emerging trends or new markets to tap into. They might also come up with a new campaign or initiative to drive results and improve outcomes,” he says. “The data offers an objective lens that, combined with other signals and contextual information, can logically inform and make a compelling case to pursue a new opportunity.”
Click here to access the full Case Currents Magazine November – December 2019 article.
Looking forward to connecting with you at DRIVE/ on March 23-25, 2020!
Looking to brush up on your data skills or dive into how to better utilize your data? @Apra_HQ’s #DAS19 has you covered.
Take a deep dive into various applications of analytics, fundraising and best practices for integrating analytics into your development office at Apra’s Data Analytics Symposium, July 31-August 1, in Phoenix, AZ.
There’s still time to secure your spot today!
Looking forward to connecting at DRIVE/ in March 2019!
Such a great opportunity to come together with other thought leaders and reflect on the future of data analytics.
Register by February 8, 2019 for an early bird discount!
During this season of giving, my co-author Ashutosh and I are pleased to share a free, online copy of our book Data Science for Fundraising: Build Data-Driven Solutions Using R to connect with other lifelong learners and build communities of expertise, insights and solutions across higher education and beyond.
Please share your data science success stories via LinkedIn or Twitter at @xdanalysis and @n_ashutosh.
Enjoy and stay tuned for more updates!
Institute for Senior Annual Giving Professionals
March 20 – 22, 2019
Omni Royal Orleans
New Orleans, La., United States
Designed for high-level advancement services professionals, this program will guide you in moving your operation to the next level of service within advancement. You’ll gain information needed to enhance your skills and talents, develop a top-notch team and produce the results that will ensure your importance at the table of university advancement. This conference is suggested for advancement professionals with senior-level responsibility. Program starts at NOON on Wednesday and ends at NOON on Friday.
Who Should Attend
- Assistant vice presidents, executive directors and directors of annual giving interested in learning, discussing and sharing best practices
- Chief development officers or lead advancement professionals looking to strengthen their knowledge of annual giving
- Senior development officers interested in learning more about best practices and cutting-edge ideas in the field of annual giving
Benefits of Attending
- Network with thought leaders in the field.
- Gain insights into best practices that can be implemented into your own program.
- Attain new data and information regarding performance benchmarks, statistical trends and program standards.
- Expand your knowledge base by learning from a diverse group of faculty members.
- View your program through a different lens; distance can add perspective.
Click below for more details and please consider joining us:
Institute for Senior Annual Giving Professionals, CASE Faculty
Today’s Halloween, but data doesn’t have to be scary.
Whatever hair-raising challenges you face on a daily basis, DRIVE/ will help you focus on the spellbinding world of analytics and better understand the transformative power of data.
Just like Halloween, the DRIVE/ 2019 in Baltimore will be full of tricks to better manage your data, as well as some real treats—like enchanting keynotes and spine-tingling tech demonstrations.
Whether you arrive by broomstick or ghost train, find out how far you can go at DRIVE/. Get prepared and reserve your seat today!
Save the Date: Arrive early on March 11 and treat yourself to OverDRIVE, a specialized event presented by APRA devoted to data science happening the day before DRIVE/ 2019. Keep an eye out for more information to come soon!
If you have any questions or feedback, please feel free to reach out to me or any of my other DRIVE/ Conference Committee members.
DRIVE/ 2019 Conference Committee
There’s still time to apply to speak at the APRA Data Analytics Symposium in Phoenix, AZ on Wednesday, July 31 – Saturday, August 3, 2019.
If you haven’t done so already, please consider submitting a proposal by October 31 and sharing your data analytics insights and success stories with the APRA community:
Please share this proposal link with any colleagues whose data analytics work has inspired you this past year.
APRA Data Analytics Symposium 2019, Chair
Join APRA for Prospect Development 2018 on August 8 – 11 at the David L. Lawrence Convention Center in Pittsburgh, PA!
The Data Analytics Symposium will include a panel session on The Future of Fundraising Analytics. During this session on Wednesday, August 8th from 4:00-5:00pm, we will explore current challenges and prospective opportunities in fundraising analytics for organizations of any size.
Click here for registration details.
APRA Data Analytics Symposium 2018, Presenter