Thu.Dec 05, 2019

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The Essential Toolbox for Data Cleaning

KDnuggets

Increase your confidence to perform data cleaning with a broader perspective of what datasets typically look like, and follow this toolbox of code snipets to make your data cleaning process faster and more efficient.

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6 Data Analysis Methods to Help You Make Great Financial Statements

FineReport

The year is coming to an end, and if any of you work in the relevant departments of the company’s financial accounting, you must be busy preparing various annual financial statements. Especially for beginners who have just entered this field, how to design reports to clearly show the financial analysis and business operation status is a challenge. In the financial statements, compared to traditional dense tables, charts can visualize the data and display the data more intuitively, making the com

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Why software engineering processes and tools don’t work for machine learning

KDnuggets

While AI may be the new electricity significant challenges remain to realize AI potential. Here we examine why data scientists and teams can’t rely on software engineering tools and processes for machine learning.

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Qualifications to Become a Data Analyst

Data Science 101

Data Analysis as a career. Do you know which the sexiest job of the 21st Century is? As per the Harvard Business Review , it is Data Scientist. Though, technically, Data Scientists are a few notches above Data Analysts, becoming a Data Analyst makes it easier for you to become a Data Scientist. Picking a career is one of the most critical decisions that we need to take.

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Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

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Enabling the Deep Learning Revolution

KDnuggets

Deep learning models are revolutionizing the business and technology world with jaw-dropping performances in one application area after another. Read this post on some of the numerous composite technologies which allow deep learning its complex nonlinearity.

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Top 10 Gartner Emerging Technologies Client Topics for 2019

John Wheeler

This year, Gartner launched its Emerging Technologies and Trends (ETT) research agenda dedicated to helping our Technology & Service Provider (TSP) clients improve their offerings. As we wrap-up 2019, let’s look at the top 10 Gartner emerging technologies client topics addressed by our analysts. The list of topics is derived from client inquiry calls that our ETT analysts have fielded over our 12 month research year ended November 30, 2019.

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Implementing Object Detection and Instance Segmentation for Data Scientists

MLWhiz

Object Detection is a helpful tool to have in your coding repository. It forms the backbone of many fantastic industrial applications. Some of them being self-driving cars, medical imaging and face detection. In my last post on Object detection, I talked about how Object detection models evolved. But what good is theory, if we can’t implement it? This post is about implementing and getting an object detector on our custom dataset of weapons.

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Navigating the Arcane Art and Delicate Science of Analytics

Smart Data Collective

It goes without saying that analytics is a data-driven method that has existed with a history of being misunderstood since the beginning of its introduction to the world. Concepts of the same data-centred nature as analytics are concepts that are often misrepresented or otherwise misunderstood because they are relatively fresh innovations in comparison to the more established traditional concepts that the world has grown exceedingly familiar with over the years.

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Customer Churn Analysis for Revenue Increase

ScienceSoft

Explore the valuable benefits of customer churn analysis and study how to calculate customer attrition.

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Artificial Friend or Virtual Foe

KDnuggets

Is AI making more good than harm?

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The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Communication

Speaker: David Bard, Principal at VP Product Coaching

In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.

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OEE dashboard

3AG Systems

Placeholder for the upcoming Power BI OEE dashboard Read More

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Ten Keys to AI Success 2020: Meet the Top Players

DataRobot

AI has taken the world by storm. Organizations around the world and across industries are ready to embed AI across their teams and business functions. Yet, despite the increased adoption of AI, recent research from IDC has found “that half of AI projects fail for one in four companies on average,” and “the two leading reasons for an AI project failing are a lack of required skills and unrealistic expectations.” ( Artificial Intelligence Global Adoption Trends and Strategies, June 2019).

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Highlights from EGG San Francisco

Dataiku

On November 20th, we held our inaugural EGG conference in San Francisco to put the spotlight on the people spearheading the AI revolution in the Bay Area. This one-day event dove into how data-driven technology is changing the world as we know it – from how we rideshare to how we produce music to how we accelerate doing good for society.

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Creating a Denodo Data Virtualization Layer for Illumina’s Global Quality Team

Data Virtualization

Illumina, a San Diego-based biotech company, tasked the company that I work for, Analytica Consulting, with creating a Denodo data virtualization layer to support the data access needs of Illumina’s Global Quality Operations department.

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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.