Sat.Oct 19, 2019 - Fri.Oct 25, 2019

4 Ways to Ensure Data Security in Tomorrow's Organisation


Data security in tomorrow's organisations will be fundamentally different than data security today. If you believe that data security today is a challenge, you will be surprised what it will be tomorrow.

Everything You Need To Know About Static, Dynamic & Real Time Reporting


In the digital age, great businesses are founded on great insight — the data-driven kind. Without access to valuable business data, regardless of your niche and sector, you’ll merely be shooting in the dark when making key commercial decisions.

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Data Science Fails: There's No Such Thing As A Free Lunch


When I was young, I took a packed lunch to school every day, and since I grew up in Australia, my packed lunch would include a couple of Vegemite sandwiches. Unless you grew up in Australia, you’ve probably never tasted it. And judging by this American’s first taste reaction of “Oh, that’s bad!”,

Most Data Leaders Are Successfully Driving Organizational Change


A fundamental assumption of data science is that making business decisions based on facts yields better and more reliable results than those made using instinct or intuition. But as with any major transformation, translating this premise into new business practices takes time. Data Strategy

Assessing and Fostering a Culture of Innovation

Speaker: Magnus Penker, CEO & Founder, Innovation360 Group

Welcome to an interactive empowering session on how to sharpen your future through innovation management, which can help guide your company’s goals. During this webinar, Magnus Penker, international thought leader and author, will dive into how to assess and foster culture and capabilities for innovation.

Seven Myths About the True Costs of AI Systems


While there is much excitement today around implementing AI at the enterprise level, the financial costs of this process are often unexpected and underappreciated. These seven myths are crucial lessons learned that executives should know before heading down the road to AI.

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5 Real Applications Of Data Mining


Data mining, a process that involves identifying patterns and anomalies in large data sets, is widespread among many of today’s companies. Experts predict the big data market will reach $103 billion in revenue by 2027, far exceeding 2019's predicted $49 billion.

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Deep Learning for Everyone: Master the Powerful Art of Transfer Learning using PyTorch

Analytics Vidhya

Overview The art of transfer learning could transform the way you build machine learning and deep learning models Learn how transfer learning works using. The post Deep Learning for Everyone: Master the Powerful Art of Transfer Learning using PyTorch appeared first on Analytics Vidhya.

When intuition can help the decision making process


Want to live the future backwards? A lesson learned during my course at Stanford is how intuition affects our decision making, positively and negatively. And the need for strategies to manage these feelings.

Harnessing Big Data to Improve Healthcare


No doubt about the fact of how quickly the healthcare industry is progressing each day and is expected to reach Rs. 19,56,920 crore (US$ 280 billion) by 2020.

The Language Of Requirements Documents - When To Use Shall, Will & Should.

BA Learnings

A well-written business requirements document (BRD) forms the basis of successful project documents and can be used to verify that all stakeholders are on the same page. Three words that are often misunderstood and therefore misused in requirement documents are shall , should and will.

Encouraging Innovation in an Established Product Culture

Speaker: Richard Cardran, Chief Creative Officer and VP Strategy, HIA Technologies

Innovation is both a process and an outcome. The best way to begin innovating your products is by innovating your internal process. We'll explore the challenges, solutions, and hands-on techniques for becoming a successful "agent of change" within a well-established product culture. We'll examine the importance of UX and user-centric feature analysis, the adaptation of Agile Methodologies to the creative process, as well as a way to drive successful culture change for setting expectations and winning approvals with cross-functional stakeholders. Innovation and Leadership go hand in hand. Join Richard Cardran, Chief Creative Officer and VP Strategy, HIA Technologies, as we assess some case studies to see how to lead with a clear strategy well-defined tactics, and an unbiased understanding of the fundamental question: "why are you innovating?"

You Can’t Miss these 4 Powerful Reinforcement Learning Sessions at DataHack Summit 2019

Analytics Vidhya

“If intelligence was a cake, unsupervised learning would be the cake, supervised learning would be the icing on the cake, and reinforcement learning would. The post You Can’t Miss these 4 Powerful Reinforcement Learning Sessions at DataHack Summit 2019 appeared first on Analytics Vidhya. Analytics Vidhya Reinforcement Learning DataHack Summit 2019 reinforcement learning platforms Reinforcement Learning podcast reinforcement learning tools

Business analytics for beginners


If you are new to data analytics, it can be difficult to know where to start. There is so much information out there that it can be difficult to understand for people without an IT degree or years of experience with analytics solutions.

How AI Democratizes Education: Being Equal Before the School


Much is heard about making the learning process more personalized with the help of all recent technological developments. Artificial Intelligence is seen as one of the most promising means to enhance, or even revolutionize education.

Introduction to Natural Language Processing (NLP)


Have you ever wondered how your personal assistant (e.g: Siri) is built? Do you want to build your own? Perfect! Let’s talk about Natural Language Processing. 2019 Oct Tutorials, Overviews Beginners NLP


The Magic of Intent: Start Knowing The Goals of Your Users

Speaker: Terhi Hanninen, Senior Product Manager, Zalando, and Dr. Franziska Roth, Senior User Researcher, Zalando

It's important to know your users - what are their preferences, pain points, ultimate goals? With user research and usage data, you can get a great idea of how your users act. The tricky part is, very few users reliably act the same way every time they use your product. Join Terhi Hanninen, Senior Product Manager, and Dr. Franziska Roth, Senior User Researcher at Zalando, as they explain how they were able to reach a new level of user understanding - by taking their user research and segmenting their users by point-in-time intent. You'll leave with a strategy to change how your product team, and organization at large, understands your users.

Regime Shift Models – A Fascinating Use Case of Time Series Modeling

Analytics Vidhya

This article is written by Sonam Srivastava. She is one of the eminent speakers at DataHack Summit 2019, where she will be talking about. The post Regime Shift Models – A Fascinating Use Case of Time Series Modeling appeared first on Analytics Vidhya. Python Time Series regime shift modeling regime shift models stock market prediction time series python

Very Meta … Unlocking Data’s Potential with Metadata Management Solutions


Untapped data, if mined, represents tremendous potential for your organization. While there has been a lot of talk about big data over the years, the real hero in unlocking the value of enterprise data is metadata , or the data about the data.

How Artificial Intelligence Is Impacting the Healthcare Industry


The influx of disruptive technologies in many industries has brought massive transformation. The healthcare industry is no different when it comes to technological intervention taking over its functioning.

Time Series Analysis: A Simple Example with KNIME and Spark


The task: train and evaluate a simple time series model using a random forest of regression trees and the NYC Yellow taxi dataset. 2019 Oct Tutorials, Overviews Apache Spark Knime Rosaria Silipo Time Series

Embedding Operational Reports: Everything Product Managers Should Know

Speaker: Dean Yao, Sr. Director of Product Marketing, Logi Analytics

Businesses are run with analytics - but companies continue to struggle with interpreting, analyzing, and distributing data. Operational reports help get information to the people who need it most, in formats they understand, and in a timeframe that matters. Join the webinar to learn how embedding operational reports can give your users a precisely formatted, ready-to-analyze view of their operational activities. World-class software teams are embedding operational reports to empower end users with interactive data visualizations, detailed information, and highly precise formats that can be shared via email, PDF, print, or online.

Exclusive Interview with Dr. Sunil Kumar Vuppala – A Deep Learning Expert and IoT Veteran

Analytics Vidhya

Introduction There are multiple ways to learn data science, machine learning and deep learning concepts. You can watch videos, read articles, enroll in courses, The post Exclusive Interview with Dr. Sunil Kumar Vuppala – A Deep Learning Expert and IoT Veteran appeared first on Analytics Vidhya. Career career data science career data science interview data science thought leader deep learning interviews

3 Ways Machine Learning Can Help You Know Your Customer


I spent many years in the AML and KYC analytics industry where I created analytics and metrics to help identify deficiencies of risk rating methods and converted data into meaningful insight into customer behavior and potential red flags.

Neural Machine Translation


For centuries people have been dreaming of easier communication with foreigners. The idea to teach computers to translate human languages is probably as old as computers themselves. The first attempts to build such technology go back to the 1950s.

Intro to Adversarial Machine Learning and Generative Adversarial Networks


In this crash course on GANs, we explore where they fit into the pantheon of generative models, how they've changed over time, and what the future has in store for this area of machine learning. 2019 Oct Tutorials, Overviews Adversarial AI GANs Generative Adversarial Network Machine Learning

Your 2-Part Metrics Audit for High-Value Products

Speaker: Sam McAfee, Product Development Consultant, Startup Patterns

You know what they say: what's measured improves. As product managers we're in a golden age of being able to get all sorts of metrics and run all sorts of experiments. But what are your measurements and analytics focused on? Are they really truly objective? Do they contribute to the ultimate vision of your product? And is everybody clear on that vision? Join Sam McAfee, Product Development Consultant, as he takes you through a two-part measurement audit. First, you'll learn how to make sure your measurements actually align with your product strategy. And second, you'll learn how to evaluate your culture of using measurements, so future experiments will more consistently provide high-value results.

Top 5 Winning Solutions and Approaches from AmExpert 2019 – Feature Engineering Special!

Analytics Vidhya

Overview Presenting the top five winning solutions and approaches from the AmExpert 2019 hackathon The problem statement was from the retail industry and geared. The post Top 5 Winning Solutions and Approaches from AmExpert 2019 – Feature Engineering Special! appeared first on Analytics Vidhya. Analytics Vidhya Data Science data science hackathon datahack feature engineering Hackathon retail hackathon

Flexible and secure Data-as-a-Service delivered today

Birst BI

How many duplicated, dirty data pipelines are running throughout your organization? Probably more than you can count.

How to Improve MySQL AWS Performance 2X Over Amazon RDS at The Same Cost


AWS is the #1 cloud provider for open-source database hosting, and the go-to cloud for MySQL deployments.

Anomaly Detection, A Key Task for AI and Machine Learning, Explained


One way to process data faster and more efficiently is to detect abnormal events, changes or shifts in datasets. Anomaly detection refers to identification of items or events that do not conform to an expected pattern or to other items in a dataset that are usually undetectable by a human expert.

Buyer’s Guide for Embedded Analytics

Selecting the right embedded analytics technology in a crowded market filled with sub-categories can be a daunting task. This eBook discusses the top evaluation criteria buyers of embedded analytics need to consider.

5 Tips for High Quality Finance Forecasting


A high-quality business forecast delivers far more than just numbers. Done well, it provides a road map for concrete recommendations to drive the business forward. It provides valuable information on what still needs to be done by whom in order to achieve the budget goals set.

Techniques for Collecting, Prepping, and Plotting Data: Predicting Social Media-Influence in the NBA

Domino Data Lab

This article provides insight on the mindset, approach, and tools to consider when solving a real-world ML problem. It covers questions to consider as well as collecting, prepping and plotting data. A complementary Domino project is available. Introduction.

Red Hat Report: IoT Outsourcing Trend Accelerating in 2019


IoT projects are becoming increasingly popular these days. TechTarget posted an article earlier this year on developments in the field. They cited research indicating that 70% of businesses intend to incorporate IoT technology into their operating models in the next five years.

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Feature Selection: Beyond feature importance?


In this post, you will see 3 different techniques of how to do Feature Selection to your datasets and how to build an effective predictive model. 2019 Oct Tutorials, Overviews Feature Selection Machine Learning

Potholes in your Roadmap and How to Fill Them

Speaker: Hope Gurion, Product Coach and Advisor

As a Product Manager, prioritizing work on your roadmap is an important part of your role. To answer roadmap questions, you're probably familiar with frameworks like RICE and Cost of Delay. But products are built by people, and people are messy - unlike these frameworks. Hope Gurion, Product Coach and Adviser, has identified potholes in your roadmap that are preventing you from planning as best as you can. She'll take you through all the opportunities to improve your organization's relationship to its roadmap that you may have missed along the way.