Mon.Jan 11, 2021

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Image Classification Using Convolutional Neural Networks: A step by step guide

Analytics Vidhya

ArticleVideos This article was published as a part of the Data Science Blogathon. Introduction Convolutional Neural Networks come under the subdomain of Machine Learning. The post Image Classification Using Convolutional Neural Networks: A step by step guide appeared first on Analytics Vidhya.

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A First Look at Gen 2 Composite Models with Live Power BI Datasets

Paul Turley

About three years ago when the data model development engineers from the Power BI product team told me they were working on the ability for tabular data models to share other published data models, that sounded amazing and almost too good to be true.

Modeling 128
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Design Thinking in Power BI

Analytics Vidhya

ArticleVideos This article was published as a part of the Data Science Blogathon. An Illustration using the Business Model Canvas Design Thinking is a. The post Design Thinking in Power BI appeared first on Analytics Vidhya.

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Snowflake and Domino: Better Together

Domino Data Lab

Introduction. Arming data science teams with the access and capabilities needed to establish a two-way flow of information is one critical challenge many organizations face when it comes to unlocking value from their modeling efforts. Part of this challenge is that many organizations seek to align their data science workflows to data warehousing patterns and practices.

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From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.

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AlgoTrading using Technical Indicator and ML models

Analytics Vidhya

ArticleVideos This article was published as a part of the Data Science Blogathon. Introduction Many times we wonder if predictive analytics has the. The post AlgoTrading using Technical Indicator and ML models appeared first on Analytics Vidhya.

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The Cloud is Spectacularly Transforming the Manufacturing Sector

Smart Data Collective

We have talked about a number of changes that big data has created for the manufacturing sector. A number of manufacturers are relying more on analytics technology to streamline their operations. Cloud computing involves using a network of remote internet servers to store, manage, and process data, instead of using a local server on a personal computer.

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Top 22 Real Estate KPIs and Metrics for 2021 Reporting

Jet Global

What is a Real Estate KPI? A real estate Key Performance Indicator (KPI) or metric is a quantifiable measure used to assess the performance of a business in the real estate industry. These performance metrics can be used to analyze several different business segments from individual realtor performance to investment property potential. In turn, this information can be used to identify weaknesses in your business or help make better business decisions.

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An Ode to Model Deployment using Streamlit – Open Sourcing “Typing Tutor for Programmers”

Analytics Vidhya

ArticleVideos Overview Streamlit is one of the best tools for Model Deployment that helps you showcase your model to the world Lets us see. The post An Ode to Model Deployment using Streamlit – Open Sourcing “Typing Tutor for Programmers” appeared first on Analytics Vidhya.

Modeling 265
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Data-Driven Learning & Development Are Keys to Employee Retention

Smart Data Collective

We have talked in depth about the benefits of using data-driven strategies to improve the functionality of the workplace. There are plenty of case studies of companies using big data to streamline many elements of their business models. One of the most novel applications of big data lies in the field of employee training and development. Companies have found that data-driven educational initiatives can be especially effective.

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DataCamp’s 2020 Year in Review

DataCamp

Discover DataCamp’s major milestones from the past 12 months and review our top five tracks, assessments, and much more.

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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.

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For Data Professionals, Python Remains Top Programming Language while R Continues to Decline

Business Over Broadway

Data professionals of all stripes, including data scientists, machine learning engineers and others, use different types of tools in their jobs. A recent survey of over 20,000 data professionals by Kaggle revealed that Python, SQL and R continue to be the most popular programming languages. The most popular, by far, was Python (86% used). Additionally, 8 out of 10 data professionals recommended that aspiring data scientists learn Python first.

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Nutanix HCI Now Runs Google Anthos

Nutanix

Nutanix is excited to announce its newest partnership with Google: GKE customers can now run Anthos on Nutanix.

IT 38
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PyCaret 2.2: Efficient Pipelines for Model Development

Domino Data Lab

Data science is an exciting field, but it can be intimidating to get started, especially for those new to coding. Even for experienced developers and data scientists, the process of developing a model could involve stringing together many steps from many packages, in ways that might not be as elegant or efficient as one might like. The creator of the Caret library in R (“short for C lassification A nd RE gression T raining”) was a software engineer named Max Kuhnwho sought to improve the situati

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Nutanix HCI Now Runs Google Anthos

Nutanix

Nutanix is excited to announce its newest partnership with Google: GKE customers can now run Anthos on Nutanix.

IT 20
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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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Alignment in the C-Suite: How Analytics Aid Focus at the Top

Jet Global

What does the C-suite really expect from its Chief Financial Officer? The answers vary considerably. Not only does it depend greatly on the organization’s overall goals and strategy, but it can also hinge on the personalities and working styles of the other leaders surrounding the CFO. Whatever the case may be, it is critical that the entire C-suite is aligned around expectations and boundaries.

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Top 5 Questions about Apache NiFi

Cloudera

Over the last few weeks, I delivered four live NiFi demo sessions, showing how to use NiFi connectors and processors to connect to various systems, with 1000 attendees in different geographic regions. I want to thank you all for joining and attending these events! Interactive demo sessions and live Q&A are what we all need these days when working remotely from home is now a norm.

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The Gartner 2021 Leadership Vision for Data & Analytics Leaders Webinar Q&A

Andrew White

On January 4th I had the pleasure of hosting a webinar. It was titled, The Gartner 2021 Leadership Vision for Data & Analytics Leaders. This was in fact an overview of a piece of research we update every year. This was for the Chief Data Officer, or head of data and analytics. It is meant to be a desk-reference for that role for 2021. Gartner also published the same piece of research for other roles, such as Application and Software Engineering.

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Enabling Self-Service Business Insights with Cloudera Data Warehouse

Cloudera

Requests to Central IT for data warehousing services can take weeks or months to deliver. Central IT teams at large organizations face a proliferation of IT projects arising from the complexities of markets and from the needs of internal lines of business (LoBs). At the same time, Central IT must juggle cost and risk. In data-driven organizations, to fulfill its charter to democratize data and provide on-demand, quality computing services in a secure, compliant environment, IT must replace legac

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How to Build an Experimentation Culture for Data-Driven Product Development

Speaker: Margaret-Ann Seger, Head of Product, Statsig

Experimentation is often seen as an aspirational practice, especially at smaller, fast-moving companies who are strapped for time and resources. So, how can you get your team making decisions in a more data-driven way while continuing to remain lean and maintaining ship velocity? In this webinar, Margaret-Ann Seger, Head of Product at Statsig, will teach you how to build an experimentation culture from the ground-up, graduating from just getting started with data-driven development to operating