KDnuggets
JANUARY 9, 2020
This book is thought for beginners in Machine Learning, that are looking for a practical approach to learning by building projects and studying the different Machine Learning algorithms within a specific context.
Analytics Vidhya
JANUARY 5, 2020
Introducing the Learning Path to become a Data Scientist in 2020! Learning paths are easily one of the most popular and in-demand resources we. The post Your Ultimate Learning Path to Become a Data Scientist and Machine Learning Expert in 2020 appeared first on Analytics Vidhya.
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Dataconomy
JANUARY 6, 2020
Which are the industries that are likely to be impacted the most by alternative web data this year ? Here is a look. For the past few years, financial institutions, such as hedge fund managers, have been on the forefront of harnessing the power of alternative data solutions to help. The post Here are the Sweet Spots for Alternative Web Data in 2020 appeared first on Dataconomy.
DataRobot
JANUARY 10, 2020
Does your organization apply appropriate human resources governance when hiring staff? Large enterprises tend to follow the same basic processes for hiring human staff. First, hiring managers write a job description, including the tasks the position requires and the skills and attributes of a suitable candidate. Job vacancies are posted, sometimes recruiters are also used, and people submit their resumes for consideration.
Speaker: Chris Townsend, VP of Product Marketing, Wellspring
Over the past decade, companies have embraced innovation with enthusiasm—Chief Innovation Officers have been hired, and in-house incubators, accelerators, and co-creation labs have been launched. CEOs have spoken with passion about “making everyone an innovator” and the need “to disrupt our own business.” But after years of experimentation, senior leaders are asking: Is this still just an experiment, or are we in it for the long haul?
KDnuggets
JANUARY 8, 2020
The standard job description for a Data Scientist has long highlighted skills in R, Python, SQL, and Machine Learning. With the field evolving, these core competencies are no longer enough to stay competitive in the job market.
Analytics Vidhya
JANUARY 8, 2020
Introduction Google “NLP jobs” and a remarkable number of relevant searches show up. There are businesses spinning up around the world that cater exclusively. The post A Comprehensive Learning Path to Understand and Master NLP in 2020 appeared first on Analytics Vidhya.
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
Eugene Yan
JANUARY 5, 2020
Building a baseline recsys based on data scraped off Amazon. Warning - Lots of charts! (Part 1 of 2).
KDnuggets
JANUARY 8, 2020
Check out this collection of 10 Python snippets that can be taken as a reference for your daily work.
Analytics Vidhya
JANUARY 6, 2020
Introduction What a time to be working in the deep learning space! 2019 was chock full of deep learning-powered developments and breakthroughs – it. The post A Comprehensive Learning Path for Deep Learning in 2020 appeared first on Analytics Vidhya.
Machine Learning (Theory)
JANUARY 4, 2020
This blog has been quiet for the last year. I have quite a bit to write about but found myself often out of time between work at Microsoft, ICML duties, and family life. Nevertheless, I expect to get back to more substantive discussions as I adjust to the new load. In the meantime, I’ve updated the site in various ways: SSL now works, and mail for people registering new accounts should work again.
Speaker: Tamara Fingerlin, Developer Advocate
In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!
Data Science 101
JANUARY 8, 2020
What is Artificial Intelligence (AI)? Artificial Intelligence has nearly as many definitions as people you ask. Here are two intriguing definitions I have heard. “Anything Computers cannot do … yet!” appears in many places , original source unknown. This is actually a pretty good definition, but it is always changing so it is hard to evaluate and compare.
KDnuggets
JANUARY 7, 2020
Follow this overview of Natural Language Generation covering its applications in theory and practice. The evolution of NLG architecture is also described from simple gap-filling to dynamic document creation along with a summary of the most popular NLG models.
Analytics Vidhya
JANUARY 8, 2020
Introduction There are an overwhelming number of resources out there these days to learn computer vision concepts. How do you pick and choose from. The post Here’s your Learning Path to Master Computer Vision in 2020 appeared first on Analytics Vidhya.
DataRobot
JANUARY 9, 2020
It’s a new year and a new decade, so we’re tapping into the minds of some of our leading industry experts and general managers (GMs) to find out what big trends they see emerging in the coming months. Learn more about AI demand forecasting for retailers, spatial data for sports analytics, and much more.
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Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.
Data Science 101
JANUARY 7, 2020
Are you an organization new to data science? Trying to implement the latest methods in Artificial Intelligence might not be the best way to start. It is better to start with a plan. Identify where you are and where you want to be. I call this a data strategy. I just released a free Data Strategy Email Course. Hopefully, this will help get your organization off to a smoother start with data science and artificial intelligence.
KDnuggets
JANUARY 7, 2020
An estimated 8,650% growth of the volume of Data to 175 zetabytes from 2010 to 2025 has created an enormous need for Data Engineers to build an organization's big data platform to be fast, efficient and scalable.
Victor Zhou
JANUARY 10, 2020
Quick - what sport is depicted in this image? Image from the CloudCV VQA Demo You probably immediately knew the answer: baseball. Easy, right? Now imagine you’re a computer. You’re given that same image and the text ” what sport is depicted in this image? ” and asked to produce the answer. Not so easy anymore, is it? This problem is known as Visual Question Answering (VQA) : answering open-ended questions about images.
DataRobot
JANUARY 6, 2020
As a football fan who is also a data scientist, the one question I get asked the most by my friends is this:
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Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?
Data Science 101
JANUARY 10, 2020
2020 is now in full swing and the announcements are starting to show up. There are some good ones this week. News. Google Releases a tool for Automated Exploratory Data Analysis Exploring data is one of the first activities a data scientist performs after getting access to the data. This command-line tool helps to determine the properties and quality of the data as well the predictive power.
KDnuggets
JANUARY 10, 2020
A resume plays a key role in bagging that dream data science job. We break down the nuances of a job-winning data science resume so that you can go ahead and transform your own resume.
DataCentric podcast
JANUARY 6, 2020
It's been an eventful year, but largely one setting chess pieces up for what's to come. Moor Insights & Strategy technology analysts Steve McDowell and Matt Kimball each give their top trends of the past year. Not to spoil it, but you can jump directly to the topics from the timeline below: 00:50 Silicon is Sexy Again! Whether we're talking about AMD, ARM, Ampere, NVIDIA, Intel, or one of the emerging players, we're talking about chips. 03:13 The Year of AI Enablement, both a
Shreyansh Singh
JANUARY 4, 2020
Get the challenge from here vm1.exe implements a simple 8-bit virtual machine (VM) to try and stop reverse engineers from retrieving the flag. The VM’s RAM contains the encrypted flag and some bytecode to decrypt it. Can you figure out how the VM works and write your own to decrypt the flag? A copy of the VM’s RAM has been provided in ram.bin (this data is identical to the ram content of the malware’s VM before execution and contains both the custom assembly code and encrypted flag).
Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com
Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.
Dataconomy
JANUARY 9, 2020
From wild speculation that flying cars will become the norm to robots that will be able to tend to our every need, there is lots of buzz about how AI, Machine Learning, and Deep Learning will change our lives. However, at present, it seems like a far-fetched future. As we. The post 2020: The Decade of Intelligent, Democratized Data appeared first on Dataconomy.
KDnuggets
JANUARY 6, 2020
Reducing images to numbers makes them amenable to computation. Let's take a look at the why and the how using Python and Numpy.
KDnuggets
JANUARY 8, 2020
Simply put: This post is about installing SQL, explaining SQL and running SQL.
KDnuggets
JANUARY 4, 2020
Ethics in AI has received significant attention recently, and the new KDnuggets cartoon examines the problem of teaching ethics to artificially intelligent entities.
Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali
As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.
KDnuggets
JANUARY 10, 2020
Deepfakes have instilled panic in experts since they first emerged in 2017. Microsoft and Facebook have recently announced a contest to identify deepfakes more efficiently.
KDnuggets
JANUARY 9, 2020
Data Scientists work with tons of data, and many times that data includes natural language text. This guide reviews 7 common techniques with code examples to introduce you the essentials of NLP, so you can begin performing analysis and building models from textual data.
KDnuggets
JANUARY 6, 2020
This article is an overview of H2O, a scalable and fast open-source platform for machine learning. We will apply it to perform classification tasks.
KDnuggets
JANUARY 9, 2020
Time series analysis will be the best tool for forecasting the trend or even future. The trend chart will provide adequate guidance for the investor. So let us understand this concept in great detail and use a machine learning technique to forecast stocks.
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Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.
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