Dynamics 365 Saturday is a free Technical & Strategy Event Organised by the Microsoft Dynamics Community MVP’s For CRM and ERP professionals, technical consultants & developers. Learn & share new skills whilst promoting best practices, helping organisations overcome the challenges of implementing a successful digital transformation strategy with Microsoft Dynamics 365.
Dynamics 365 Saturday will replace CRM Saturday to provide a single platform to serve the whole Dynamics 365 community, the core customer experience values and ethics of CRM Saturday will continue to live on through 365 Saturday with the rest of the Dynamics Community.
Machine Learning konusuna ilgi duyanlar guzel bir kaynak.
It is a great resource for Machine Learning.
Machine learning gives computers the ability to learn without being explicitly programmed for the task at hand. The learning happens when data is combined with mathematical models, for example by finding suitable values of unknown variables in the model.
The most basic example of learning could be that of fitting a straight line to data, but machine learning usually deals with much more flexible models than straight lines.
The point of doing this is that the result can be used to draw conclusions about new data, that was not used in learning the model.
If we learn a model from a data set of 1000 puppy images, the model might — if it is wisely chosen — be able to tell whether another image
Erken kalkan yol alir diye bosuna soylemiyorlar. Erken kalkmanin ozellikle yogun calisanlar icin bir cok avantaji var.
Bu 10 adim/ogut aslinda sadece erken kalkmak icin degil genele de uyarlanabilir, diyet programi ya da daha duzenli calismak icin de benzer adimlari uygulayabilirsiniz. Bu tarz 10 adimlik listeler halinde bir isi devam ettirmek sizin o isi daha verimli ilerletmenizi ve tutarli olmanizi saglayacaktir.
Iste size 10 adim:
1. Bir neden bulun 2. Gerceklestirebilir hedefler belirleyin 3. Ilerlemenizi takip edin 4. Kendinizi odullendirin 5. Zamanlamanin onemini farkedin 6. Uyuma gunlugu tutun 7. Haftasonlari da programa sadik kalin 8. Cok detayli bir sekilde sabahlarinizi programlayin 9. Yediklerinizi hazmetme zamani olusturun 10. Tutarli olun
Machine Learning for Everyone makina ogrenmesinin temellerine inen ve konuyu basitçe anlatan güzel bir e-kitap.
Machine Learning for Everyone is a good ebook that goes to the basics of machine learning and simply tells the subject.
Classical machine learning is often divided into two categories – Supervised and Unsupervised Learning.
In the first case, the machine has a “supervisor” or a “teacher” who gives the machine all the answers, like whether it’s a cat in the picture or a dog. The teacher has already divided (labeled) the data into cats and dogs, and the machine is using these examples to learn. One by one. Dog by cat. Unsupervised learning means the machine is left on its own with a pile of animal photos and a task to find out who’s who. Data is not labeled, there’s no teacher, the machine is trying to find any patterns on its own. We’ll talk about these methods below. Clearly, the machine will learn faster with a teacher, so it’s more commonly used in real-life tasks. There are two types of such tasks: classification – an object’s category prediction, and regression – prediction of a specific point on a numeric axis.
Makine ogrenmesi konusunda teknik stratejileri anlatan 100 sayfalik bir kitap…
A 100-page book describing technical strategies for machine learning …
Machine learning is the foundation of countless important applications, including web search, email anti-spam, speech recognition, product recommendations, and more. I assume that you or your team is working on a machine learning application, and that you want to make rapid progress. This book will help you do so.
Example: Building a cat picture startup Say you’re building a startup that will provide an endless stream of cat pictures to cat lovers.
You use a neural network to build a computer vision system for detecting cats in pictures. But tragically, your learning algorithm’s accuracy is not yet good enough. You are under tremendous pressure to improve your cat detector. What do you do? Your team has a lot of ideas, such as: • Get more data: Collect more pictures of cats. • Collect a more diverse training set. For example, pictures of cats in unusual positions; cats with unusual coloration; pictures shot with a variety of camera settings; …. • Train the algorithm longer, by running more gradient descent iterations. • Try a bigger neural network, with more layers/hidden units/parameters. • Try a smaller neural network. • Try adding regularization (such as L2 regularization). • Change the neural network architecture (activation function, number of hidden units, etc.) • … If you choose well among these possible directions, you’ll build the leading cat picture platform, and lead your company to success. If you choose poorly, you might waste months. How do you proceed? This book will tell you how. Most machine learning problems leave clues that tell you what’s useful to try, and what’s not useful
Customer engagement is about more than touchpoints. For sales organizations to be successful, it requires creating meaningful connections, building relationships, and nurturing relationships to establish trust. To build these relationships, sales professionals need robust and up-to-the-moment customer insights as well as the ability to collaborate effectively to deliver customer commitments.
Dynamics 365 for Sales and Microsoft Relationship enable sales reps to build deeper customer connections at scale using the power of Dynamics 365, LinkedIn, and Office 365. Sales professionals receive recommended content in addition to activities and notes through the sales playbook when working on an opportunity, helping to ensure they are using the right content for the right context.
The configure-price-quote capability enables sales professionals to efficiently put together the right product solution and quote the solution to customers. The ability to do simple forecasting will help in situations where external checks and adjustments need to be accounted for.
The enhancements to Dynamics 365 applications in the April ’19 release include hundreds of new capabilities across Sales, Marketing, Customer Service, Portal, Field Service, Project Service Automation, Finance and Operations, Talent, Retail, and Business Central. We’re adding a new set of mixed reality experiences using Microsoft Layout and Microsoft Remote Assist.
Microsoft Forms Pro is a brand new enterprise survey app built on top of Microsoft Forms and integrated with Dynamics 365 and Common Data Service for Apps.
The April ’19 release delivers continued investments in artificial intelligence capabilities that leverage the power of Microsoft AI research, tools, data, and the Power Platform to help organizations transform customer service, sales, and marketing functions. Dynamics 365 Sales Insights provides actionable insights to drive personalized engagement and proactive decision-making. Dynamics 365 Market Insights enables business users to gather actionable insights based on what consumers say, seek, and feel about their brands and products. Dynamics 365 Customer Service Insights optimizes the customer experience through AI enhanced analysis.
The April ’19 release introduces three brand new AI apps:
Dynamics 365 Virtual Agent for Customer Service provides AI-powered chat bots to optimize the customer experience.
Dynamics 365 Customer Insights enables every organization to unify and understand their customer data to harness it for intelligent insights and actions.
Dynamics 365 Fraud Protection enables the e-commerce merchants to drive down fraud loss, increase bank acceptance rates to yield higher revenue, and improve the online shopping experience.
Dynamics 365 for Marketing is a marketing automation solution that can help businesses turn more prospects into business relationships. Since its launch in April 2018, Dynamics 365 for Marketing has seen increasing adoption by organizations looking to nurture more sales-ready leads, align sales and marketing, make smarter decisions and grow with an adaptable platform. The app goes beyond basic email marketing to provide deep insights and generate qualified leads for your sales teams. Its graphical content-creation and design tools make visually rich emails, landing pages, and customer journeys easy to design and execute.
Our customers are increasingly looking to tailor the app to various roles and personas within their organization. They want to keep their user experience simple while achieving business goals through interconnected customer journeys. This requires support for centralized implementation by a few power users while enabling marketers to tweak their campaigns for the best returns. It also requires integrated actionable intelligence at every step to improve decision making and identify the best path forward.
The April ’19 release lights up new intelligent scenarios and enhanced extensibility capabilities so customers and partners can tailor the application to specific needs. The application also adds social marketing capabilities beyond its existing social insights and analytics. Here are the key investment areas for the April ’19 release:
Actionable intelligence lets you build optimized target segments, craft appealing content for better delivery, and orchestrate effective communications strategies. It leverages rich data sets available with the marketing app to help marketers maximize the impact of their campaigns.
Personalized marketing now extends to landing pages, which can provide content that’s personalized for known visitors. Design innovative new marketing experiences that feature mixed reality to help drive richer engagement with potential leads. Marketers can achieve more on social channels by posting right from the app.
Easy Onboarding Trial sign-ups can now be done in a few steps and spun quickly in minutes. New users can get started through the intuitive dashboard and discover value with guided tasks for common marketing scenarios. This comes along with general usability improvements for better experience.
Integrate and extend the solution. Platform extensibility enhancements help customers and partners meet specific needs, deliver turnkey projects, and support vertical scenarios. New APIs will enable you to link journeys to business processes, and to create target segments programmatically. You can use your own content management system to submit information directly via forms, and to set up event pages or landing pages. Social integration is further enhanced to include social-posting capabilities. Sales users can now influence marketing with a few clicks.
Fundamental investments continue to deliver improved usability, performance, scalability and throughput for campaign execution and email marketing. The segmentation interface has been improved and optimized for frequently used marketing scenarios. Usability improvements in insights provide complete visibility across all campaign elements, form interactions, email messages, and more.
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