Topics: AI | Data Science | Data Visualization | Deep Learning | Machine Learning | NLP | Python | R | Statistics

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  • KDnuggets Social Network in NodeXL, May 2014

    ....com/2014/04/big-data-vs-privacy-fico-interview.html?utm_content=buffer6e5d6&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer www.kdnuggets.com/news/index.html www.kdnuggets.com/2014/05/code-for-india-2014-global-hackathon-google.html   Related: KDD-2013 NodeXL Twitter...

    https://www.kdnuggets.com/2014/05/kdnuggets-social-network-nodexl-may-2014.html

  • 2020: A Year Full of Amazing AI Papers — A Review

    comments By Louis (What's AI) Bouchard, Montrealer, explaining AI stuff on YouTube and Medium. Photo by Kelly Sikkema on Unsplash. Even with everything that happened in the world this year, we still had the chance to see a lot of amazing research come out, especially in the field of artificial...

    https://www.kdnuggets.com/2020/12/2020-amazing-ai-papers.html

  • Hotlist of Training resources for Predictive Analytics

    …e excellent meetups for Big Data (www.meetup.com/SF-Bay-Areas-Big-Data-Think-Tank/) Blogs/Newsletters: A few good ones to call out here — R-Bloggers (www.r-bloggers.com/) KDnuggets (www.kdnuggets.com/) Analytics Vidhya (www.analyticsvidhya.com/ ) KAGGLE (www.kaggle.com) — for education by doing, a…

    https://www.kdnuggets.com/2015/07/sameer-chopra-training-resources-predictive-analytics.html

  • Top 20 Python Machine Learning Open Source Projects

    ...uBoost. It can train classifiers in parallel on a cluster. It supports interactive plots Python Machine Learning Samples, 15 commits, 3 contributors, www.github.com/awslabs/machine-learning-samples A collection of sample applications built using Amazon Machine Learning. Python-ELM, 17 commits, 1...

    https://www.kdnuggets.com/2015/06/top-20-python-machine-learning-open-source-projects.html

  • Intel’s Investments in Cognitive Tech: Impact and New Opportunities

    By Peter Zhegin, Flint Capital. Intel is the company which is enormously contributing to development of cognitive technologies. Being the leader of Top500 supercomputer sites, the firm shapes the future of high performance computing (HPC) and the wider ecosystem (Table 1). Analysis investment...

    https://www.kdnuggets.com/2016/05/intel-investment-cognitive-tech-impact-new-opportunities.html

  • Text Preprocessing in Python: Steps, Tools, and Examples

    ...inorthird.sourceforge.net/old/doc/ https://www.ibm.com/support/knowledgecenter/en/SS8NLW_10.0.0/com.ibm.watson.wex.aac.doc/aac-tasystemt.html https://www.poolparty.biz/ https://www.basistech.com/text-analytics/rosette/entity-extractor/ http://www.bart-coref.org/index.html...

    https://www.kdnuggets.com/2018/11/text-preprocessing-python.html

  • Why the Data Scientist and Data Engineer Need to Understand Virtualization in the Cloud

    ...to achieve optimal results from. Big Data/Hadoop on VMware vSphere - Reference Materials Deployment Guides: Virtualizing Hadoop - a Deployment Guide www.vmware.com/bde Under Resources -> Getting Started, or more directly:...

    https://www.kdnuggets.com/2017/01/data-scientist-engineer-understand-virtualization-cloud.html

  • How to Visualize your Facebook Network

    …use Openrefine in order to clean up a little bit the URLs. Your data should look like this: Source Target https://www.facebook.com/My_profile https://www.facebook.com/John.doe https://www.facebook.com/My_profile https://www.facebook.com/profile.php?id=012345678910 Notice that FaceBook uses two…

    https://www.kdnuggets.com/2015/06/visualize-facebook-network.html

  • Diversity in Data Science: Overview and Strategy

    ...8182 https://www.forbes.com/sites/lisawinning/2018/03/13/its-time-to-prioritize-diversity-across-tech/#6155ac5616f8 http://rethinkimpact.com/ https://www.betterbuys.com/bi/women-in-data-science/ https://www.forbes.com/sites/priceonomics/2017/09/28/the-data-science-diversity-gap/#52f389b5f58b...

    https://www.kdnuggets.com/2018/09/diversity-data-science.html

  • Build Your First Voice Assistant

    ...rlopen(url) html = response.read() soup1 = soup(html,"lxml") url_list = [] for vid in soup1.findAll(attrs={'class':'yt-uix-tile-link'}): if ('https://www.youtube.com' + vid['href']).startswith("https://www.youtube.com/watch?v="): flag = 1 final_url = 'https://www.youtube.com' + vid['href']...

    https://www.kdnuggets.com/2019/09/build-your-first-voice-assistant.html

  • A Great way to learn Data Science by simply doing it

    …http://bigdatauniversity.com/wpcourses/?cat=133 CodeSchool: Try SQL Try R The Sequel To SQL Links: https://www.codeschool.com/courses/try-sql https://www.codeschool.com/courses/try-r https://www.codeschool.com/courses/the-sequel-to-sql KhanAcademy: Intro to SQL: Querying and managing databases…

    https://www.kdnuggets.com/2015/09/learn-data-science-by-doing.html

  • Ten Machine Learning Algorithms You Should Know to Become a Data Scientist">Silver BlogTen Machine Learning Algorithms You Should Know to Become a Data Scientist

    ...create K clusters in dataset Library: http://scikit-learn.org/stable/modules/generated/sklearn.cluster.KMeans.html Introductory Tutorial(s): https://www.youtube.com/watch?v=hDmNF9JG3lo https://www.datascience.com/blog/k-means-clustering 4. Logistic Regression Logistic Regression is constrained...

    https://www.kdnuggets.com/2018/04/10-machine-learning-algorithms-data-scientist.html

  • Golden State Warriors Analytics Exercise

    ...team/schedule/_/name/gs. Listed below is a cross-section of games from which you may want to use to start your analysis. Wins Rockets 1/20/17: http://www.espn.com/nba/matchup?gameId=400900067 Thunder 1/18/17: http://www.espn.com/nba/matchup?gameId=400900055 Cavaliers 1/16/17:...

    https://www.kdnuggets.com/2017/06/golden-state-warriors-analytics-exercise.html

  • PhD working on Process Mining in SAP

    ...versed in workflow management, process mining, and process verification. See www.workflowpatterns.com, www.workflowcourse.com, www.processmining.org, www.yawl-system.com, www.win.tue.nl/ais/, www.wvdaalst.com, and www.tue.nl for more information. As the world's leading provider of business...

    https://www.kdnuggets.com/academic/13/05-24-tu-eindhoven-process-mining-sap.html

  • Pharmaceutical BI Group: Professional Opportunity in Pharma and Business Intelligence

    ...ARE A FINANCE Professional OR in BUSINESS DEVELOPMENT: Funding Ventures: Early Stage Medical Devices & Biologics - Opportunities @pharma_BI Group www.linkedin.com/pulse/funding-ventures-early-stage-medical-devices-lpbi-lev-ari-phd-rn?trk=mp-reader-card IF YOU WISH TO MANAGE A BUSINESS UNIT...

    https://www.kdnuggets.com/jobs/16/03-23-pharmaceuticalintelligence-professional-opportunity-pharma-bi-b.html

  • Information Management 10 More Big Data Companies

    ...ects its KPI Warehouse to metrics from all of the business intelligence, SaaS, big data and data visualization tools used by the customer. PSSC Labs, www.pssclabs.com Location: Lake Forest, CA Summary: Designs energy efficient, high density, easy to manage servers for all big data applications....

    https://www.kdnuggets.com/2014/03/information-management-10-more-big-data-companies.html

  • Showcasing the Benefits of Software Optimizations for AI Workloads on Intel® Xeon® Scalable Platforms

    ...Brief https://www.intel.com/content/dam/www/public/us/en/documents/product-overviews/dl-boost-product-overview.pdf TensorFlow Blog MXNet Blog https://www.intel.com/content/www/us/en/artificial-intelligence/posts/intel-facebook-boost-bfloat16.html Google:...

    https://www.kdnuggets.com/2020/09/showcasing-benefits-software-optimizations-ai-workloads-intel.html

  • The Data Science Delusion

    .... Democratizing data science. KDD, http://blog.sophiechou.com/tag/democratizing-data-science/, 2014. [7] Vincent Granville. Fake data science. http://www.analyticbridge.com/profiles/blogs/fake-data-science, 2013. [8] Robin Bloor. A data science rant....

    https://www.kdnuggets.com/2016/11/data-science-delusion.html

  • Disentangling disentanglement: Ideas from NeurIPS 2019

    ...research/disentanglement_lib B. Video playlist: [1] Y. Bengio’s: From Deep Learning of Disentangled Representations to Higher-level Cognition https://www.youtube.com/watch?v=Yr1mOzC93xs&t=355s [2] \beta-VAE (Deepmind): https://www.youtube.com/watch?v=XNGo9xqpgMo [3] Flexibly Fair Representation...

    https://www.kdnuggets.com/2020/01/disentangling-disentanglement-neurips-2019.html

  • Platinum BlogIf I had to start learning Data Science again, how would I do it?">Platinum BlogPlatinum BlogIf I had to start learning Data Science again, how would I do it?

    ...mpetition, you will learn about classification and relevant metrics for these types of problems such as precision, recall and accuracy. Link: https://www.kaggle.com/c/titanic Kaggle Playground Competition: Housing Prices In this competition, you are going to apply regression models and learn about...

    https://www.kdnuggets.com/2020/08/start-learning-data-science-again.html

  • Artificial Neural Network Implementation using NumPy and Image Classification">Gold BlogArtificial Neural Network Implementation using NumPy and Image Classification

    ...m-implementation-in-python-5ab67bb124a6 https://github.com/ahmedfgad/GeneticAlgorithmPython   For contacting the author   LinkedIn: https://www.linkedin.com/in/ahmedfgad Facebook: https://www.facebook.com/ahmed.f.gadd Twitter: https://twitter.com/ahmedfgad Towards Data Science:...

    https://www.kdnuggets.com/2019/02/artificial-neural-network-implementation-using-numpy-and-image-classification.html

  • Data Scientist: The Hottest Job on Wall Street

    ...tion/ [6] http://www.ey.com/gl/en/services/assurance/fraud-investigation---dispute-services/ey-global-forensic-data-analytics-survey-2014 [7] https://www.glassdoor.com/Salaries/entry-level-data-scientist-salary-SRCH_KO0,26.htm [8]...

    https://www.kdnuggets.com/2017/11/data-scientist-hottest-job-wall-street.html

  • PhD working on Process Mining Techniques

    ...versed in workflow management, process mining, and process verification. See www.workflowpatterns.com, www.workflowcourse.com, www.processmining.org, www.yawl-system.com, www.win.tue.nl/ais/, www.wvdaalst.com, and www.tue.nl for more information. Requirements: We are looking for a candidate who...

    https://www.kdnuggets.com/academic/13/05-16-tu-eindhoven-process-mining-techniques.html

  • Is Analytics Career Right for You?

    …ified Analytics Professional program, https://www.informs.org/Certification-Continuing-Ed/Analytics-Certification “Web Analytics Demystified,” http://www.webanalyticsdemystified.com Kaggle, http://www.kaggle.com/ Analytics competitions, /competitions/index.html “Data Visualization,”…

    https://www.kdnuggets.com/2015/06/analytics-career-right-for-you.html

  • Data Retrieval and Cleaning: Tracking Migratory Patterns

    ...ubmit" ) # Find total pages. re = se.post(REPORT_URL, data=form_data_template.format( 1 ), headers={ 'Content-Type' : 'application/x-www-form-urlencoded' }) soup = BeautifulSoup(re.text, "lxml" ) total_pages = int(soup.find( 'input' , { 'name' :...

    https://www.kdnuggets.com/2018/07/data-retrieval-cleaning-tracking-migratory-patterns.html

  • Ultimate Guide to Getting Started with TensorFlow">Silver BlogUltimate Guide to Getting Started with TensorFlow

    ...4590424065/ Books Neural Networks and Deep Learning (free online book): http://neuralnetworksanddeeplearning.com/ Deep learning (online book): http://www.deeplearningbook.org/ Popular Data Science Books on Goodreads:https://www.goodreads.com/shelf/show/data-science More Resources Machine Learning...

    https://www.kdnuggets.com/2018/09/ultimate-guide-tensorflow.html

  • The Anatomy of Deep Learning Frameworks">Silver Blog, Feb 2017The Anatomy of Deep Learning Frameworks

    ..._theano_c.html#methods-the-c-op-needs-to-define [13] Both TensorFlow and Caffe do this. [14] If you are interested, you can check out the materials ofwww.inf.ethz.ch/personal/markusp/teaching/263-2300-ETH-spring11/course.html, will be taking this next sem :) [15] http://www.netlib.org/blas/ [16]...

    https://www.kdnuggets.com/2017/02/anatomy-deep-learning-frameworks.html

  • Predict Age and Gender Using Convolutional Neural Network and OpenCV">Silver BlogPredict Age and Gender Using Convolutional Neural Network and OpenCV

    ...f that with the ASCII code for the letter q which would mean the user has decided to quit by pressing qon the keyboard. Output : Video URL-1: https://www.youtube.com/watch?v=iH1ZJVqJO3Y Youtube video 1 Video URL-2: https://www.youtube.com/watch?v=qLNhVC296YI Youtube video 2 Quite interesting isn’t...

    https://www.kdnuggets.com/2019/04/predict-age-gender-using-convolutional-neural-network-opencv.html

  • Automated Web Scraping in R

    ...s") %>% html_attr("href") urls [1] "https://www.reddit.com/r/politics/comments/a1y40u/trump_doesnt_want_you_to_know_but_its_time_to/" [2] "https://www.reddit.com/r/politics/comments/a1y3ez/70_earthquake_hits_near_anchorage_alaska/" [3]...

    https://www.kdnuggets.com/2018/12/automated-web-scraping-r.html

  • Data Science of IoT: Sensor fusion and Kalman filters, Part 2

    …index.php?example=Introduction&section=SystemModeling http://www.electrical4u.com/state-space-analysis-of-control-system/ http://web.mit.edu/2.14/www/Handouts/StateSpace.pdf https://www.udacity.com/wiki/cs373/unit-2 Related: Data Science of IoT: Sensor fusion and Kalman filters, Part 1 Impact…

    https://www.kdnuggets.com/2015/11/data-science-iot-sensor-fusion-kalman-filters-part2.html

  • Microsoft is Becoming M(ai)crosoft

    ...-10-build-2016    [4] http://www.theverge.com/2015/1/28/7932751/bill-gates-microsoft-personal-agent    [5] E.g. https://www.captionbot.ai/    [6] http://www.nytimes.com/library/tech/00/07/biztech/articles/17lab.html    [7]...

    https://www.kdnuggets.com/2016/04/microsoft-becoming-m-ai-crosoft.html

  • Where can I find good datasets for data mining?

    ...ge Archive Network] www.datawrangling.com/some-datasets-available-on-the-web.html del.icio.us/pskomoroch/dataset news.ycombinator.com/item?id=1242029 www.reddit.com/r/opendata www.trustlet.org/wiki/Repositories_of_datasets www.quantlet.org/mdbase/ datamob.org/ freebase.com/...

    https://www.kdnuggets.com/faq/datasets-for-data-mining.html

  • IEEE Big Data 2014 – 21 Workshops, Posters – CFP

    ...ttp://researcher.watson.ibm.com/researcher/view_group.php?id=5510) The Second Workshop on Distributed Storage Systems and Coding for Big Data (http://www.ece.pku.edu.cn/workshop/2014_Bigdata) First IEEE International Workshop on Big Data Security and Privacy (BDSP 2014)...

    https://www.kdnuggets.com/2014/07/ieee-big-data-2014-21-workshops-posters-cfp.html

  • Advantages of a Career in Data Science

    …fographics/what-can-you-do-with-a-career-in-data-science/ Infographic Data Sources: www.burtchworks.com/files/2014/07/Burtch-Works-Study_DS_final.pdf www.mastersindatascience.org/careers/data-scientist/ www.payscale.com/research/US/Job=Data_Scientist,_IT/Salary…

    https://www.kdnuggets.com/2016/04/advantages-career-data-science.html

  • Analyzing Tweets with NLP in Minutes with Spark, Optimus and Twint

    ...1K pic.twitter.com/4VbljUcsLh Username: DataSci_Plow | Tweet: Understanding when Simple and Multiple Linear Regression give Different Results https://www.plow.io/post/understanding-when-simple-and-multiple-linear-regression-give-different-results?utm_source=Twitter&utm_campaign=Data_science …...

    https://www.kdnuggets.com/2019/05/analyzing-tweets-nlp-spark-optimus-twint.html

  • Extracting Knowledge from Knowledge Graphs Using Facebook’s Pytorch-BigGraph

    ...ionships and expose structural equivalence. The plots below show the connections between countries and capitals. or other different concepts. https://www.tensorflow.org/tutorials/representation/word2vec Essentially it allows doing algebra on words like this: king — man+woman=queen.   Using...

    https://www.kdnuggets.com/2019/05/extracting-knowledge-graphs-facebook-pytorch-biggraph.html

  • Web Scraping for Data Science with Python

    ...lease soon and will be geared towards data scientists who want to adopt web scraping techniques in their workflow. Stay tuned for more information at www.webscrapingfordatascience.com/. Graphs can be used in a variety of ways in predictive setups as well. We refer for more reading on this topic to:...

    https://www.kdnuggets.com/2017/12/baesens-web-scraping-data-science-python.html

  • What’s Going to Happen this Year in the Data World

    ...nts in 2018 and Key Trends for 2019 As in the past, we bring you a roundup of predictions and analysis from experts. We have asked What were the main…www.kdnuggets.com 10 Big Data Trends to Watch in 2019 We seek ever more data for a good reason: it's the commodity that fuels digital innovation....

    https://www.kdnuggets.com/2019/05/whats-going-happen-this-year-data-world.html

  • KDD-2015, Sydney, August 10-12, Early Bird Reg Deadline June 30

    ...2015 Registration: www.kdd.org/kdd2015/registration.html Accepted Papers: www.kdd.org/kdd2015/program.html#accepted-research-papers Workshops: http://www.kdd.org/kdd2015/workshop.html Tutorials: www.kdd.org/kdd2015/tutorial.html KDD Cup: kddcup2015.com/information.html   Please become a SIGKDD...

    https://www.kdnuggets.com/2015/06/kdd-2015-sydney-august-early-bird.html

  • 7 Big Data Steps in Health Science

    ...ticle... http://www.safetyandhealthmagazine.com/articles/13679-safety-leadership-safety-in-the-era-of-big-data-principles-for-getting-it-right http://www.fiercehealthit.com/story/how-use-big-data-can-cause-harm/2016-02-22...

    https://www.kdnuggets.com/2016/09/7-big-data-steps-health-science.html

  • EDISON Data Science Framework to define the Data Science Profession

    …and Science (CloudCom2015), 30 November – 3 December 2015, Vancouver, Canada CCS, 2012, The 2012 ACM Computing Classification System [online] http://www.acm.org/about/class/class/2012 CF-DS, 2016, Data Science Competence Framework (CF-DS). EDISON draft V0.6, 10 March 2016 [online]…

    https://www.kdnuggets.com/2016/10/edison-data-science-framework.html

  • Ontology and Data Science">Silver BlogOntology and Data Science

    ...mplex data requires graph So if you tie this benefits with a semantic layer, built on ontologies, you can go from having your data like this: https://www.slideshare.net/camsemantics/the-year-of-the-graph to this https://www.slideshare.net/camsemantics/the-year-of-the-graph where you have a...

    https://www.kdnuggets.com/2019/01/ontology-data-science.html

  • Feature Reduction using Genetic Algorithm with Python

    ...dsdatascience.com/introduction-to-optimization-with-genetic-algorithm-2f5001d9964b Genetic Algorithm (GA) Optimization - Step-by-Step Example https://www.slideshare.net/AhmedGadFCIT/genetic-algorithm-ga-optimization-stepbystep-example Genetic Algorithm Implementation in Python...

    https://www.kdnuggets.com/2019/03/feature-reduction-genetic-algorithm-python.html

  • Artificial Neural Networks Optimization using Genetic Algorithm with Python">Platinum BlogArtificial Neural Networks Optimization using Genetic Algorithm with Python

    ...n in Python using NumPy from scratch based on my previous tutorials found at these links: Introduction to Optimization with Genetic Algorithm https://www.linkedin.com/pulse/introduction-optimization-genetic-algorithm-ahmed-gad/...

    https://www.kdnuggets.com/2019/03/artificial-neural-networks-optimization-genetic-algorithm-python.html

  • 2018’s Top 7 Python Libraries for Data Science and AI">Gold Blog2018’s Top 7 Python Libraries for Data Science and AI

    ...Learning Pipelines with TPOT Thus far in this series of posts we have: This post will take a different approach to constructing pipelines. Certainly…www.kdnuggets.com and Randy Olson: TPOT: A Python Tool for Automating Data Science By Randy Olson, University of Pennsylvania. Machine learning is...

    https://www.kdnuggets.com/2019/01/vazquez-2018-top-7-python-libraries.html

  • Understanding Cancer using Machine Learning">Silver BlogUnderstanding Cancer using Machine Learning

    ...et al. Epigenetic inactivation of T-box transcription factor 5, a novel tumour suppressor gene, is associated with colon cancer. Accessed at: https://www.ncbi.nlm.nih.gov/pubmed/20802524, May 2019. [7] Alexa Hryniuk, Stephanie Grainger, et al. Cdx1 and Cdx2 Function as Tumor Suppressors. Accessed...

    https://www.kdnuggets.com/2019/08/understanding-cancer-machine-learning.html

  • Two Major Difficulties in AI and One Applied Solution

    ...ra-wachter-2018-10 and https://www.oii.ox.ac.uk/blog/could-counterfactuals-explain-algorithmic-decisions-without-opening-the-black-box/. [ii] https://www.darpa.mil/news-events/2018-09-07, https://www.youtube.com/watch?v=-O01G3tSYpU&t=636s [iii]...

    https://www.kdnuggets.com/2019/02/ai-chess-difficulties-solution.html

  • The List of Top 10 Lists in Data Science">Gold BlogThe List of Top 10 Lists in Data Science

    ...c8f6334 https://www.dataquest.io/blog/free-datasets-for-projects/ https://www.analyticsinsight.net/top-10-big-data-analytics-linkedin-groups/ https://www.linkedinsights.com/the-hot-100-linkedin-hashtags/ https://www.geeksforgeeks.org/11-industries-that-benefits-the-most-from-data-science/...

    https://www.kdnuggets.com/2020/08/top-10-lists-data-science.html

  • Platinum BlogData Science MOOCs are too Superficial">Silver BlogPlatinum BlogData Science MOOCs are too Superficial

    ...C include the following: a) edx: https://www.edx.org/ b) Coursera: https://www.coursera.org/ c) DataCamp: https://www.datacamp.com/ d) Udemy: https://www.udemy.com/ e) Udacity: https://www.udacity.com/ f) Lynda: https://www.lynda.com/ Since MOOCs are becoming more and more popular, the natural...

    https://www.kdnuggets.com/2020/07/data-science-moocs-superficial.html

  • Monash University: Research Fellow – AI Optimisation Group

    ...in the stunning City of Melbourne. Melbourne recently has been rated the #1 city worldwide for quality of life (see Economist & Guardian, http://www.economist.com/blogs/graphicdetail/2016/08/daily-chart-14 and...

    https://www.kdnuggets.com/jobs/18/06-28-monash-university-research-fellow.html

  • Stop training more models, start deploying them

    ...abs/pii/S0040816619300904 https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6616181/ https://journals.sagepub.com/doi/abs/10.1177/2158244019851675 https://www.emerald.com/insight/content/doi/10.1108/EJM-08-2016-0485 https://www.thelancet.com/article/S0140-6736(07)61866-2 https://arxiv.org/abs/0806.3286...

    https://www.kdnuggets.com/2020/06/stop-training-models-start-deploying.html

  • Machine Fairness: How to assess AI system’s fairness and mitigate any observed unfairness issues

    ...to contribute   For references and additional resources, please refer to: Fairlearn GitHub repo: www.aka.ms/FairlearnAI Azure Machine Learning: www.aka.ms/AzureMLDoc Responsible ML at Microsoft Build: www.aka.ms/Build2020ResponsibleML Responsible ML on Azure: www.aka.ms/AzureResponsibleML...

    https://www.kdnuggets.com/2020/05/machine-fairness-assess-ai-system-mitigate.html

  • Microsoft Research Uses Transfer Learning to Train Real-World Autonomous Drones

    ...space that can be decoded back into images, or transformed into another data modality such as the poses of gates relative to the UAV. Source: https://www.microsoft.com/en-us/research/blog/training-deep-control-policies-for-the-real-world/   The resulting architecture provides was able to...

    https://www.kdnuggets.com/2020/03/microsoft-research-transfer-learning-train-real-world-autonomous-drones.html

  • How AI will transform healthcare (and can it fix the US healthcare system?)">Silver BlogHow AI will transform healthcare (and can it fix the US healthcare system?)

    comments By Imtiaz Adam (@DeepLearn007), Data Scientist and Strategy Executive.. For those who are new to AI, Machine Learning, and Deep Learning, I recommend taking a look at the following article entitled "An Introduction to AI." I will refer to Machine Learning and Deep Learning as being...

    https://www.kdnuggets.com/2019/09/ai-transform-healthcare.html

  • TensorFlow: Building Feed-Forward Neural Networks Step-by-Step">Silver BlogTensorFlow: Building Feed-Forward Neural Networks Step-by-Step

    ...ows with CPU support: https://www.youtube.com/watch?v=MsONo20MRVU Intro. to deep learning + explaining how to solve XOR using neural network: https://www.youtube.com/watch?v=EjWDFt-2n9k Simple neural network example in Arabic: https://www.youtube.com/watch?v=Jv2d9f6QpJ0 Simple neural network...

    https://www.kdnuggets.com/2017/10/tensorflow-building-feed-forward-neural-networks-step-by-step.html

  • 11 Data Visualization Experts on Twitter, plus 1

    ...t.com Cole Nussbaumer, @storywithdata, 328 tweets, 1329 followers Helping rid the world of ineffective graphs, one exploding, 3D pie chart at a time! www.storytellingwithdata.com/ Naomi B Robbins, @nbrgraphs, 1239 tweets, 1707 followers blogs.forbes.com/naomirobbins Graph expert. Consultant &...

    https://www.kdnuggets.com/2013/03/11-data-visualization-experts-on-twitter.html

  • NEW: 6 Hot Career Prospects in Data Science Industry Today

    …from the table given below – Experience Average Salary 0-5 Years $53,000 5-10 Years $63,000 10-20 Years $64,000 20+ Years $66,000 [Reference: http://www.payscale.com/research/US/Job=Data_Analyst/Salary] Current Global Vacancy: Listed below are the number of job advertisements for Data Analysts…

    https://www.kdnuggets.com/2016/11/hot-career-prospects-data-science-industry.html

  • TU-Darmstadt-DIPF: Doctoral scholarship in machine learning

    ...nquiries should be sent to Prof. Dr. Iryna Gurevych and Prof. Dr. Marc Rittberger, e-mail: phd-application@ukp.informatik.tu-darmstadt.de. Links: [1] www.dipf.de/ [2] www.informatik.tu-darmstadt.de/ [3] www.kdsl.tu-darmstadt.de/ [4] www.kma.informatik.tu-darmstadt.de/ [5]...

    https://www.kdnuggets.com/academic/13/06-04-tu-darmstadt-dipf-doctoral-scholarship-machine-learning.html

  • Industry Analysts for Analytics, BI, Big Data, Data Mining, Data Science

    ...tle, www.AnilBatra.com/analytics/ Robin Bloor, @robinbloor blogger, humorist, technology analyst, maverick. Co-founder of Bloor Group. Austin, Texas. www.wordsyoudontknow.com/ Boris Evelson, @bevelson Business Intelligence industry analyst at Forrester Research...

    https://www.kdnuggets.com/2013/02/industry-analysts-analytics-big-data-mining-data-science.html

  • To SQL or not To SQL: that is the question!

    ...tion, we are happy to refer to our book Principles of Database Management: The Practical Guide to Storing, Managing and Analyzing Big and Small Data, www.pdbmbook.com and YouTube channel: https://www.youtube.com/watch?v=o36Z_OqC2ac&list=PLdQddgMBv5zHcEN9RrhADq3CBColhY2hl Wilfried Lemahieu is a...

    https://www.kdnuggets.com/2018/05/sql-not-sql-question.html

  • Internet of Things Tutorial: WSN and RFID – The Forerunners

    ...rom http://www.gs1.org/gsmp/kc/epcglobal/ale EPCglobal (2013b) ,EPC Information Services (EPCIS) Specification (version 1.0.1), retrieved from http://www.gs1.org/gsmp/kc/epcglobal/epcis EPCglobal (2013c), Low Level Reader Protocol (LLRP) (version 1.1), retrieved from...

    https://www.kdnuggets.com/2017/01/internet-of-things-tutorial-chapter-2-wsn-rfid-forerunners.html

  • Genetics as a Social Network – A Data Scientist Perspective

    ...anscription factor footprints associated with each gene and predict the proteins bound to these regulatory regions using a database such as TRANSFAC (www.gene-regulation.com/pub/databases.html). This procedure (www.cell.com/cell/abstract/S0092-8674(12)00639-3) enables us to reconstruct the genetic...

    https://www.kdnuggets.com/2015/01/genetics-as-social-network-data-scientist-perspective.html

  • 3 practical thoughts on why deep learning performs so well

    …onal-intelligence-algorithm-for-eeg-analysis/ [8] http://host.robots.ox.ac.uk/pascal/VOC/ [9] http://www.image-net.org/challenges/LSVRC/ [10] https://www.kaggle.com/ [11] https://www.drivendata.org/ [12] https://www.innocentive.com/ [13] http://www.jcmit.com/mem2015.htm Bio: Aureli Soria-Frisch,…

    https://www.kdnuggets.com/2017/02/why-deep-learning-performs-so-well.html

  • 5 Things You Need to Know about Big Data">Gold Blog5 Things You Need to Know about Big Data

    ..., SAS or SQL A good understanding of Maths and Statistics Experience on how to scrape a webpage Basic Excel skills Websites such as Coursera (https://www.coursera.org/specializations/big-data) and Simpli Learn (https://www.simplilearn.com/big-data-and-analytics/big-data-and-hadoop-training) offer...

    https://www.kdnuggets.com/2018/03/5-things-big-data.html

  • Topological Data Analysis for Data Professionals: Beyond Ayasdi

    ...data sets and 3d object recognition. In SPBG (pp. 91-100). Wasserman, L. (2016). Topological Data Analysis. arXiv preprint arXiv:1609.08227. https://www.slideshare.net/ColleenFarrelly/topology-for-data-science https://www.slideshare.net/ColleenFarrelly/multiscale-mapper-networks...

    https://www.kdnuggets.com/2018/01/topological-data-analysis.html

  • Drexel University: Teaching Faculty positions in Data Science, Computer Science, and Computing Security & Technology

    ...igence, server administration, network administration, network auditing tools, and enterprise systems management. To be considered, apply directly at www.drexeljobs.com/applicants/Central?quickFind=82891 or search www.drexeljobs.com for requisition number 8627. Introductory Computing The department...

    https://www.kdnuggets.com/jobs/17/12-01-drexel-teaching-faculty.html

  • 7 Types of Artificial Neural Networks for Natural Language Processing">Silver Blog7 Types of Artificial Neural Networks for Natural Language Processing

    ...and libraries for the discussed neural network types. Resources http://www.aclweb.org/anthology/D14-1181 https://arxiv.org/pdf/1502.01710.pdf http://www.aclweb.org/anthology/P15-1128 https://www.aclweb.org/anthology/K15-1013...

    https://www.kdnuggets.com/2017/10/7-types-artificial-neural-networks-natural-language-processing.html

  • Deep Learning With Apache Spark: Part 1

    ...es Part 1: A Gentle Introduction Are you familiar with Scikit-learn Pipelines? They are an extremely simple yet very useful tool for managing machine…www.kdnuggets.com Managing Machine Learning Workflows with Scikit-learn Pipelines Part 2: Integrating Grid Search In our last post we looked at...

    https://www.kdnuggets.com/2018/04/deep-learning-apache-spark-part-1.html

  • Age of AI Conference 2018 – Day 2 Highlights

    ...mostly for the cooling. Bo Ewald was optimistic but largely cautious about how the next milestones would shape up. Links: Autonomous Driving https://www.youtube.com/watch?v=Bx9GLH_GklA Factory Optimization https://www.youtube.com/watch?v=BkowVxTn6EU   Bio: Jitendra Mudhol and his CollaMeta...

    https://www.kdnuggets.com/2018/02/age-ai-conference-2018-day-2.html

  • Age of AI Conference 2018 – Day 1 Highlights

    ...rint for the future. Links: Radhika Dirks Google Scholar page https://scholar.google.com/citations?user=fNsry40AAAAJ&hl=en&oi=ao Seldn http://www.seldn.ai/ Claude Shannon, Information Theory https://en.wikipedia.org/wiki/Information_theory Alchemy and Artificial Intelligence...

    https://www.kdnuggets.com/2018/02/age-ai-conference-2018-day-1.html

  • NEC Laboratories America: Researcher, Data Science

    ...of New Jersey's most beautiful and idyllic towns. The area offers many exciting cultural, entertainment and outdoor activities. The office is minutes away from Princeton University and an hour from New York, Philadelphia, and the Atlantic Ocean. For more information about NEC labs, access...

    https://www.kdnuggets.com/jobs/18/01-29-nec-researcher-data-science.html

  • Complete Guide to Build ConvNet HTTP-Based Application using TensorFlow and Flask RESTful Python API">Silver BlogComplete Guide to Build ConvNet HTTP-Based Application using TensorFlow and Flask RESTful Python API

    ...ather than entering commands in CMD. The IDE used in this tutorial is PyCharm. Its Windows executable file could be downloaded from this page https://www.jetbrains.com/pycharm/download/#section=windows. Its installation instructions are pretty simple. After downloading and installation PyCharm...

    https://www.kdnuggets.com/2018/05/complete-guide-convnet-tensorflow-flask-restful-python-api.html

  • Web Scraping Tutorial with Python: Tips and Tricks">Gold BlogWeb Scraping Tutorial with Python: Tips and Tricks

    ...Splits the list into n chunks""" return np.array_split(page_list,n) cpus = multi.cpu_count() workers = [] page_list = ['www.website.com/page1.html', 'www.website.com/page2.html' 'www.website.com/page3.html', 'www.website.com/page4.html'] page_bins = chunks(cpus, page_list) for cpu in range(cpus):...

    https://www.kdnuggets.com/2018/02/web-scraping-tutorial-python.html

  • Text Mining in Python: Steps and Examples

    ...ng. Keep learning and stay tuned for more!   Reference:   https://www.expertsystem.com/natural-language-processing-and-text-mining/ https://www.nltk.org https://www.edureka.co https://www.geeksforgeeks.org/nlp-chunk-tree-to-text-and-chaining-chunk-transformation/...

    https://www.kdnuggets.com/2020/05/text-mining-python-steps-examples.html

  • Basics of Audio File Processing in R

    ...Mechanical Wave A sound wave is a mechanical wave that propagates along or through a medium by particle-to-particle interaction. As a…   https://www.nde-ed.org/EducationResources/HighSchool/Sound/components.htm https://arxiv.org/pdf/1207.5104.pdf...

    https://www.kdnuggets.com/2020/02/basics-audio-file-processing-r.html

  • Get Network insights in Excel with NodeXL

    ...owds to Community Clusters" provides a step by step guide to analyzing social media networks. A video overview of this report can be found at https://www.youtube.com/watch?v=kDiGl-2m868. An example is a recent NodeXL map of the network created when people tweet the term KDNuggets in Twitter:...

    https://www.kdnuggets.com/2017/12/nodexl-network-insights-excel.html

  • Know Your Data: Part 2

    ...chive/Vol2-Iss2-05-duplicate-detection-of-records-in-queries-using-clustering.pdf https://www.cs.utah.edu/~jeffp/teaching/cs5140/L19-Noise.pdf http://www-users.cs.umn.edu/~kumar/dmbook/index.php https://www.analyticsvidhya.com/blog/2016/01/guide-data-exploration/...

    https://www.kdnuggets.com/2019/10/know-data-part-2.html

  • Deep Learning for the Masses (… and The Semantic Layer)

    ...OI-Driven Data Science Practice Data Science is an amazing field of research that is under active development both from the academia and the industry…www.business-science.io I think we can change the world for the better, improve our lives, the way we work, think and solve problems, and if we...

    https://www.kdnuggets.com/2018/11/deep-learning-masses-semantic-layer.html

  • Monash University: Research Fellow – AI Optimisation Group (Melbourne, Australia)

    ...in the stunning City of Melbourne. Melbourne recently has been rated the #1 city worldwide for quality of life (see Economist & Guardian, http://www.economist.com/blogs/graphicdetail/2016/08/daily-chart-14 and...

    https://www.kdnuggets.com/jobs/18/08-16-monash-university-research-fellow.html

  • Leveraging Agent-based Models (ABM) and Digital Twins to Prevent Injuries

    ...perational potential of IoT Now that’s more like it!   Sources: “Complexity frontiers, Artificial Intelligence and Agent-Based Modeling” https://www.datasciencecentral.com/profiles/blogs/complexity-frontiers-artificial-intelligence-and-agent-based “Agent-based modeling and simulation tutorial...

    https://www.kdnuggets.com/2018/08/leveraging-agent-based-models-digital-twins-prevent-injuries.html

  • Baby Boom: Udemy Excel Tutorial on Analyzing Large Data Sets

    ...ted and what it contains (or what it leaves out). The background information given by the Social Security Administration about this dataset at http://www.ssa.gov/oact/babynames/background.html and http://www.ssa.gov/oact/babynames/limits.html points out that any names with fewer than five births is...

    https://www.kdnuggets.com/2015/04/baby-boom-udemy-excel-tutorial-analyzing-large-data-sets.html

  • Uni-Weimar: Research positions in Big data analytics, IR, machine learning

    ...mation mining and retrieval, machine learning, natural language processing, and information extraction. (Also see the the job advertisement at http://www.uni-weimar.de/de/universitaet/aktuell/stellenausschreibungen/m0210e/ or the German version at...

    https://www.kdnuggets.com/academic/14/02-15-uni-weimar-research-positions-big-data-analytics-ir-machine-learning.html

  • Outlier Detection for Temporal Data

    ...ons to Synthesis are available for just $99.00 per year. This subscription will provide individuals with unrestricted access to all Synthesis titles: www.morganclaypool.com/page/subscribe Available titles and subject areas: www.morganclaypool.com/page/browseLbS.jsp Information for librarians,...

    https://www.kdnuggets.com/2014/05/book-outlier-detection-temporal-data.html

  • CMU: Assistant Professor in Applied Statistical Machine Learning

    ...s, operations research, network analysis, and pattern detection. Within Heinz College, labs and centers such as the Living Analytics Research Center (www.larc.smu.edu.sg), Center for the Future of Work (www.heinz.cmu.edu/future-of-work/), Event and Pattern Detection Laboratory...

    https://www.kdnuggets.com/jobs/15/11-09-cmu-assistant-professor-applied-statistical-machine-learning.html

  • CHEMDNER CFP and training data release

    …s a poster session and selected talks from participating teams. The link of the workshop as well as additional details and registration is online at: www.biocreative.org/events/biocreative-iv/workshop (6) Workshop proceedings. The second volume of the BioCreative workshop proceedings will be…

    https://www.kdnuggets.com/2013/08/chemdner-cfp-training-data-release.html

  • PhD Candidate in Customer Analytics for Internet Marketing

    ...en W. De Bock and Prof. dr. Nathalie Demoulin, surrounded by their international research network. More information on their publications is found on www.ieseg.fr/en/faculty-and-research/ieseg-research/ www.ieseg.fr/enseignants-et-recherche/ieseg-research/equipe-de-recherche/ Interested? Please...

    https://www.kdnuggets.com/academic/13/03-06-ieseg-phd-candidate-customer-analytics.html

  • Profile: KDnuggets Serves Analytics and Big Data Fields

    ...present state of predictive analytics, data mining, and data science field. All KDnuggets News issues from the very first one are available online at www.kdnuggets.com/news/archive.html The most recent posts are at www.kdnuggets.com/news/ 2. History KDnuggets was started by Gregory...

    https://www.kdnuggets.com/2014/06/informs-profile-kdnuggets-serves-analytics-big-data-fields.html

  • Project Sage: 4 Postdoc Positions In CS and Population Genetics

    ...of motivation. Applications should be submitted to individual sites as follows: University of Nottingham, UK: Applicants should apply online through www.cs.nott.ac.uk/~pkl/sage-ad.html Informal enquiries to Per Kristian Lehre, perkristian.lehre@nottingham.ac.uk Friedrich Schiller University Jena,...

    https://www.kdnuggets.com/academic/13/11-05-europe-4-postdoc-positions-in-cs-population-genetics.html

  • Taming the Internet of Things – KNIME Case Study

    ...understand and with publicly available data to reproduce. After some search, we found a bike share system in Washington DC called Capital Bikeshare (www.capitalbikeshare.com) Here is an example of sub-workflow that submits the requests to the Google API RESTful service is shown in Figure 5 below....

    https://www.kdnuggets.com/2014/09/taming-internet-things-knime-case-study.html

  • U. San Francisco: 2 Asst. Professor Positions in Analytics, Data Science

    ...tes to find out more about the analytics program at www.usfca.edu/arts-sciences/graduate-programs/analytics Information about the Data Science Major: www.usfca.edu/artsci/bsds/ Information about the CS department: www.usfca.edu/arts-sciences/undergraduate-programs/computer-science Questions...

    https://www.kdnuggets.com/jobs/15/10-05-usfca-asst-professor-analytics-data-science.html

  • Big Data Innovators Under 35

    ...with data by making data access more convenient. Big clients like General Electric serve to validate his vision of the future. MIT TR profile: http://www.technologyreview.com/lists/innovators-under-35/2014/entrepreneur/aaron-levie/ Michael Schmidt has a vision for the future of data science - a...

    https://www.kdnuggets.com/2015/02/big-data-innovators-under-35.html

  • Virginia Tech: Faculty in AI/Machine Learning, Software Engineering, Data Analytics

    ...ill contribute to the research and graduate programs in NCR and collaborate with faculty at Virginia Tech's campus in Blacksburg, VA. The NCR campus (www.ncr.vt.edu) is located near Washington, D.C./Falls Church area and houses the Virginia Tech Research Center (www.ncr.vt.edu/arlington) in...

    https://www.kdnuggets.com/academic/14/10-16-vt-faculty-ai-software-data-analytics.html

  • MSU: Computer Science and Engineering Faculty Positions

    ...l information about the university, college and department, please use the following links: CSE Department - www.cse.msu.edu College of Engineering - www.egr.msu.edu/ MSU - www.msu.edu/ MSU is an affirmative-action, equal opportunity employer. MSU is committed to achieving excellence through a...

    https://www.kdnuggets.com/academic/14/10-06-msu-computer-science-engineering-faculty-positions.html

  • TU Eindhoven: Multiple PhD vacancies on Process Mining

    ...esearch groups all over the globe. Moreover, many of the techniques developed in the context of ProM have been embedded in commercial tools. See also www.processmining.org. The Data Science Centre Eindhoven (DSC/e) is TU/e's response to the growing volume and importance of data www.tue.nl/dsce/ ....

    https://www.kdnuggets.com/academic/13/11-09-tue-multiple-phd-vacancies-process-mining.html

  • Book: R and Data Mining: Examples and Case Studies

    ...e series analysis, association rules, text mining and social network analysis; and 2) three real-world case studies. Table of Contents and Abstracts: www.rdatamining.com/books/rdm/toc R Code and Data for the book: www.rdatamining.com/books/rdm/code Sample pages on Google Books. Buy the book on...

    https://www.kdnuggets.com/2013/01/book-r-data-mining-examples-case-studies.html

  • Bristol: Postdoc in machine learning/data mining

    ...some of the UK's most distinguished clinicians and clinical scientists. Job number: ACAD100560 Work Hours: 35.0 Hours per Week Salary: GBP 34,223 - GBP 38,522 (Research Associate grade J); GBP 36,649 - GBP 44,607 (Research Fellow Grade L) Closing date for applications: 02-Dec-2013 Full details:...

    https://www.kdnuggets.com/academic/13/11-07-bristol-postdoc-machine-learning-data-mining.html

  • DIPF: Doctoral scholarships in knowledge discovery / machine learning

    ..._: Applications should be sent to Prof. Dr. Iryna Gurevych and Prof. Dr. Marc Rittberger, e-mail: phd-application@ukp.informatik.tu-darmstadt.de. [1] www.kdsl.tu-darmstadt.de [2] www.kdsl.tu-darmstadt.de/de/home/research-program/personalized-content-acquisition-from-heterogeneous-sources/ [3]...

    https://www.kdnuggets.com/academic/13/02-07-dipf-doctoral-scholarships-knowledge-discovery-machine-learning.html

  • Postdocs, Machine Learning

    ...g Technology, Wearable Computing and Instrumentation, Data Mining or Energy Harvesting. Press release: www.bristol.ac.uk/news/2013/9358.html To apply www.bris.ac.uk/jobs/engineering www.jobs.ac.uk/cgi-bin/search.cgi?keywords=sphere+bristol...

    https://www.kdnuggets.com/academic/13/05-22-bristol-postdocs-machine-learning.html

  • Tier 2 Canada Research Chairs in Big Data Analytics

    …n higher education, and a strong reputation with national business, government, community, and industrial leaders. For more information, please visit www.ryerson.ca. The Canada Research Chairs program was established by the Government of Canada to enable Canadian universities to achieve the highest…

    https://www.kdnuggets.com/academic/13/07-05-ryerson-tier-2-canada-research-chairs-big-data-analytics.html

  • ASA – American Statistical Association and Big Data

    ...ecent Big Data Week (bigdataweek.com) focused on Big Data. Last year, President Obama announced a major Big Data research and development initiative (www.whitehouse.gov/blog/2012/03/29/big-data-big-deal) and, last month, the White House hosted a Big Data workshop. The National Institutes of Health...

    https://www.kdnuggets.com/2013/11/asa-american-statistical-association-big-data.html

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