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RSS: #best-practices

#best-practices

  • @hackernoon
    Hacker Noon @hackernoon CC BY-SA 18/04/2019

    12 Key Lessons from ML researchers and practitioners
    ▻https://hackernoon.com/12-key-lessons-from-ml-researchers-and-practitioners-3d4818a2feff?source

    Machine learning algorithms come with the promise of being able to figure out how to perform important tasks by learning from data, i.e., generalizing from examples without being explicitly told what to do. This means that the higher the amount of data, the more ambtious problems can be tackled by these algorithms. However, developing successful machine learning applications requires quite some “black art” that is hard to find in text books or introductory courses on machine learning.I recently stumbled upon a great research paper by Professor Pedro Domingos that puts together lessons learned by machine learning researchers and practitioners. In this post, I am going to walkthrough those lessons with you.Get ready to learn about: pitfalls to avoid, important issues to focus on, and (...)

    #machine-learning #development #best-practices #artificial-intelligence #data-science

    Hacker Noon @hackernoon CC BY-SA
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  • @hackernoon
    Hacker Noon @hackernoon CC BY-SA 29/01/2019

    Best Practices for Effective #roadmaps
    ▻https://hackernoon.com/best-practices-for-effective-roadmaps-4cd3487c43c9?source=rss----3a8144e

    https://cdn-images-1.medium.com/max/1024/1*Vs44wPOCltAnoQveFvj3dA.jpeg

    Photo by Jesse Bowser on UnsplashOne of the main activities of product people is to gather and validate requirements related to their product, facilitate the conversation on how the product can best address them and then prioritize what needs to be worked on next. The output of this activity is the roadmap, a strategic plan to guide the development of a product in order to meet a set of business objectives.There are many techniques to use in order to discover the priorities of how a product should evolve and each one has its benefits and its disadvantages. However there are certain best practices that can be applied regardless of the actual technique or tool that is used.What is a roadmap?A roadmap should not be seen as a predetermined future state but rather as a plan, based on what we (...)

    #planning #effective-roadmaps #product-management #best-practices

    Hacker Noon @hackernoon CC BY-SA
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  • @hackernoon
    Hacker Noon @hackernoon CC BY-SA 18/01/2019

    How to Move Code into a #docker Container
    ▻https://hackernoon.com/how-to-move-code-into-a-docker-container-ab28edcc2901?source=rss----3a81

    Docker provides two good options for moving your code into an image or container: bind mounts and the Dockerfile COPY instruction. In this post, I’ll explain why images should always use the COPY instruction in production, and why it may be more convenient to use bind mounts in development.Dockerfile COPY InstructionThe COPY instruction in a Dockerfile is used to copy files or directories from the host machine filesystem into an image. For example, the following Dockerfile sets up a NodeJS application for running in production mode.# DockerfileFROM node:carbonWORKDIR /appENV NODE_ENV=production# Install dependencies first to take advantage of Docker layer caching. COPY package.json yarn.lock ./RUN yarn install —frozen-lockfile —no-cache —production# Copy the application files (...)

    #devops #move-code-into-docker #programming #best-practices

    Hacker Noon @hackernoon CC BY-SA
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  • @hackernoon
    Hacker Noon @hackernoon CC BY-SA 25/11/2018

    #saas customer retention best practices to maximize renewals
    ▻https://hackernoon.com/saas-customer-retention-best-practices-to-maximize-renewals-29397a19f739

    https://cdn-images-1.medium.com/max/1024/1*ORG6ggBtfkMvTzg8C5CaAA.jpeg

    In the SaaS world, the customer-acquisition-cost (CAC) is high and the initial payment is peanuts compared to the lifetime value (LTV) of the customer.According to studies, the LTV value should be at least 3 times the CAC in order for your company to grow and be sustainable. That means the customer needs to renew their contract more than once.Without a high customer retention rate, a SaaS company will shut down, no matter how great the other metrics are.You may believe that if the customer does not have any problem, the customer will renew the contract.This is a reactive approach and is NOT true.In this age and especially in the SaaS space, you need to have a proactive approach. Otherwise, customers will churn and you will neither be able to find the reason nor do anything about it.The (...)

    #customer-success #customer-engagement #best-practices #customer-retention

    Hacker Noon @hackernoon CC BY-SA
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  • @hackernoon
    Hacker Noon @hackernoon CC BY-SA 24/11/2018

    Why Adopting #nosql is Difficult for Beginners
    ▻https://hackernoon.com/why-adopting-nosql-is-difficult-for-beginners-511659fb79d9?source=rss---

    https://cdn-images-1.medium.com/max/1024/1*T4wYX-O0_WxAcyp9pcCDPw.jpeg

    With the increasing technological breakthroughs, traditional ways of storing data are being challenged. With the adoption of NoSQL by industry giants and the ever-increasing NoSQL database options, it is becoming a trend in considering NoSQL as alternatives to Relational Databases for mainstream software development.However, when it comes to Relational Databases, it has been there for several decades. It is not difficult in finding developers who have the knowledge and experience in writing SQL queries, designing entity relationships, normalizing schemas and ensuring ACID properties. This is not the case with NoSQL where knowledge, expertise, and experience are scarce.This could lead to wrong design decisions in using NoSQL where it doesn’t fit in. Another common mistake in adopting (...)

    #beginners-guide #programming #adopting-nosql #best-practices

    Hacker Noon @hackernoon CC BY-SA
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  • @hackernoon
    Hacker Noon @hackernoon CC BY-SA 19/06/2018

    Bootstrap Framework - Best Practises
    ▻https://hackernoon.com/bootstrap-framework-best-practises-b1d81c02d6cf?source=rss----3a8144eabf

    https://cdn-images-1.medium.com/max/1024/1*2ppxjbdVxciajOquKLN9Cw.jpeg

    Bootstrap Framework — Best PracticesCover imageAt the time of this writing, we’re at Bootstrap v4.1.1 release! In their v5 roadmap, they’re planning to rewrite everything with PostCSS. When that happens, this guide will become deprecated. Until then, enjoy!IntroductionAt this point, I believe that everyone has heard of Bootstrap framework. It’s most popular front-end #css framework after all. It has a couple of use cases and not everyone is using it in a proper way.Tag along and let’s visit their official website and discuss it together from there.On the official website, we can see two huge buttons that are popping out your eyes, right away.Two huge buttons from official Bootstrap websiteGet startedThis part is obviously for those who are new to this framework and simply want to learn how (...)

    #bootstrap-framework #tech #javascript #best-practices

    Hacker Noon @hackernoon CC BY-SA
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  • @hackernoon
    Hacker Noon @hackernoon CC BY-SA 31/05/2018

    What I have learned #architecting #microservices
    ▻https://hackernoon.com/what-i-have-learned-architecting-microservices-cbccc2182530?source=rss--

    https://cdn-images-1.medium.com/max/1024/1*3FapQOHY7gMHnKT7q_gRdg.png

    During the past few years, designing applications as a collection of Microservices are becoming a common architectural pattern. It is important to understand Microservices is not a silver bullet and meant to solve all the software problems out there. However, there are many success stories out there of adopting Microservices by many big players in the software industry which fuels the uprising trend.Similarly, there are many failure stories as well and the numbers could be even higher since many of them doesn’t go out to the public. One of the main reasons I have seen for failures is the lack of understanding what we are dealing with when designing Microservice architectures.One of the important lessons I learned designing Microservices is that it demands a deep understanding of (...)

    #best-practices #architect-microservices #architecture

    Hacker Noon @hackernoon CC BY-SA
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  • @hackernoon
    Hacker Noon @hackernoon CC BY-SA 5/04/2018

    On #git commit messages and issue trackers
    ▻https://hackernoon.com/on-git-commit-messages-and-issue-trackers-f700f3cbb5a7?source=rss----3a8

    https://cdn-images-1.medium.com/max/1024/1*b8s7HvWe6TbB1BONAZ0eFQ.png

    Rethinking our commit messages structure.Git is the most used Version Control System for projects based mainly on text files, like source code etc.If you are working in a company, in a team or also alone, probably you are using also an issue/project tracker like JIRA or the ones included in GitHub, GitLab and Bitbucket.The advantage of those pieces of software is that we can create “issues” or “tickets”, each of those tracking #development of a single feature or bug correction in our software. They work by creating and assigning an ID to the newly created ticket — that can be numeric or include a brief project identifier like ALX-1231 — in the way you can keep each one easily referenceable in chats, groups, commits, etc.Commits, commits, commitsIf we have used Git at least one time, we would know (...)

    #version-control #git-commit-messages #best-practices

    Hacker Noon @hackernoon CC BY-SA
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  • @nhoizey
    Nicolas Hoizey @nhoizey CC BY-NC-SA 6/12/2013
    2
    @0gust1
    @rastapopoulos
    2

    Front-end and UI style guides
    ▻http://sideproject.io/front-end-and-ui-style-guides

    “This round-up focuses on how others are building CSS/UI style guides and some best practices. Specifically not grouping in pattern libraries in here (besides #MailChimp, which is surface-level patterns) to demonstrate the many uses of these documents.” Tags: #style_guide #Clearleft #Drupal #Github #Google MailChimp #Mozilla #Salesforce #Wordpress

    • #MailChimp
    Nicolas Hoizey @nhoizey CC BY-NC-SA
    • @rastapopoulos
      RastaPopoulos @rastapopoulos CC BY-NC 7/12/2013

      #bonnes-pratiques #best-practices #qualité #qualité-web

      RastaPopoulos @rastapopoulos CC BY-NC
    • @fil
      Fil @fil 8/02/2014

      voir aussi ▻http://seenthis.net/messages/225949

      Fil @fil
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  • @uston
    Uston @uston 31/10/2013

    L’industrie pharmaceutique à l’heure du marketing digital | Le Cercle Les Echos
    ▻http://lecercle.lesechos.fr/entreprises-marches/industrie/chimie-pharmacie/221183451/industrie-pharmaceutique-a-heure-marketing-

    http://lecercle.lesechos.fr/sites/default/files/imagecache/article_main/graphe_le_cercle_digital_pharma.jpg

    La promotion pharmaceutique, et notamment la visite médicale, constitue le principal vecteur de diffusion de la culture digitale au sein des groupes pharmaceutiques. La baisse des effectifs de visiteurs médicaux et la diminution des budgets promotionnels favorisent en effet leur « mutation digitale », car ce sont en premier les équipes marketing-vente qui voient dans le digital une opportunité de gagner en productivité, pallier les importantes baisses d’effectifs de VM et poursuivre une stratégie de présence auprès des professionnels de santé. Toutefois, la culture digitale ne se diffuse que progressivement parmi les états-majors des laboratoires présents dans l’Hexagone. En effet, la centralisation des décisions stratégiques au niveau des sièges conduit les filiales à adopter un mode de fonctionnement de plus en plus « exécutif ». Ceci a une conséquence directe sur les modalités de déploiement des stratégies digitales : les équipes des filiales se limitent dans la plupart des cas à transposer et traduire les supports digitaux et les contenus élaborés dans le cadre stratégique défini par leur maison-mère. Ce qui limite le bénéfice opérationnel vis-à-vis des situations locales et ne permet pas à ces équipes de prendre véritablement conscience de l’enjeu stratégique majeur du digital (connaissance du client, efficacité de chaque canal utilisé, stratégie cross-canal à mettre en place…). Au final, les projets digitaux sont vécus comme une somme de contraintes réglementaires et non comme l’occasion d’acquérir une culture digitale approfondie et d’enrichir la connaissance des patients et des professionnels de santé.

    #industrie-pharmaceutique
    #pharma
    #marketing
    #digital
    #m-santé
    #patient-médecin
    #web_2.0
    #best-practices

    Uston @uston
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Thèmes liés

  • #development
  • #programming