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Mobile Application Development with Salesforce: Benefits and Pitfalls

What Is Salesforce Application Development?

It does not matter where you look or who you ask, you will find that Salesforce is the top CRM out there for any business. It is quick and easy to use as well as being a system that you can expand with many custom developed apps to suit your business. It is used by more than 150 thousand companies around the world and is continuing to grow.…

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Added by Sophia Hastings on February 10, 2020 at 11:30pm — No Comments

You should stop worrying about R vs. Python vs. whatever the tool

The big question and its answer are about solving problems. All the rest are only tools to get them done.

In a world that is daily becoming more binomial (and boring because of it), we need to focus on what really matters: solving problems.

The expectations around a great professional go far beyond the toolbox that is used. They are around on how that person is capable of getting the best of it to solve business problems.

Currently, in the so-called “age of information”,…

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Added by Leandro Guerra on February 10, 2020 at 10:45pm — No Comments

Overcoming surprises faced by Programmers migrating to Machine learning projects

Traditional programmers hit a stone-wall when they start working on Machine Learning (ML) development projects. They were used to coding based on design derived from requirements, logic/rules and when they move into a new paradigm in which rules are automatically generated from data, they are surprised. In ML paradigm, we do not find any output code and we see an output in the form of a binary object called model that goes into production. You may be wondering without measuring lines of code,… Continue

Added by Janardhanan PS on February 10, 2020 at 7:14pm — No Comments

Upskilling: What Is A Learning Sprint?

Why do we need Learning Sprints?

Virtually every company is under pressure to transform their business in order to sustain in the future. As part of these efforts, they are hiring data scientists and engineers, data analysts, and they are making huge investments into cloud, big data technologies and AI, amongst others. Virtually all employees need to unlearn what they have assumed to be true for decades, and they have to acquire new skills. Time and money are the big…

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Added by Rafael Knuth on February 10, 2020 at 10:00am — No Comments

25 Great Articles and Tutorials on Classification Methods

This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, decision trees, ensembles, correlation, Python, R, Tensorflow, SVM, data reduction, feature selection, experimental design, cross-validation, model fitting, and many more. To keep receiving these articles, sign up on…

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Added by Vincent Granville on February 10, 2020 at 8:30am — No Comments

How Does an SD-Wan Power your SaaS Solution?

When it comes to delivering SaaS then you need to ensure that every part of your enterprise can access the services it needs when it comes to using products. This is perfectly fine when you have a relatively stable infrastructure that consists of people based in permanent offices. But what if you have a mobile workforce, or a workforce that is constantly working out of temporary accommodation or locations, this is where an SD-Wan can assist you. We look at…

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Added by Boris Dzhingarov on February 10, 2020 at 6:00am — No Comments

The Impact of Artificial Intelligence on Online Coupon Industry

It seems almost redundant to say this, but coupons are a significant hit among, well, everyone. And while that is common knowledge, there’s research to prove that assertion as well. A 2019 report stated that 60 percent of buyers enjoy receiving digital coupons. The same report also claimed that last year more than 30 billion digital vouchers would have been redeemed in 2019 alone. And even though the numbers in regards to that claim are yet to come in, given how much everyone loves coupons,…

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Added by Ryan Williamson on February 10, 2020 at 5:02am — No Comments

Weekly Digest, February 10

Monday newsletter published by Data Science Central. Previous editions can be found here. The contribution flagged with a + is our selection for the picture of the week. To subscribe, follow this link.  …

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Added by Vincent Granville on February 9, 2020 at 5:30pm — No Comments

Text Classification using Neural Networks

This article was written by gk_.

Understanding how chatbots work is important. A fundamental piece of machinery inside a chat-bot is the text classifier. Let’s look at the inner workings of an artificial neural network (ANN) for text classification.

We’ll use 2 layers of neurons (1 hidden…

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Added by Andrea Manero-Bastin on February 9, 2020 at 12:30pm — No Comments

The 10 Deep Learning Methods AI Practitioners Need to Apply

This article was written by James Le.

Neural networks are one type of model for machine learning; they have been around for at least 50 years. The fundamental unit of a neural network is a node, which is loosely based on the biological neuron in the mammalian brain. The connections between neurons are also modeled on…

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Added by Andrea Manero-Bastin on February 9, 2020 at 12:00pm — No Comments

Mastering Machine Learning Algorithms Second Edition

Mastering Machine Learning Algorithms, Second Edition helps you harness the real power of machine learning algorithms in order to implement smarter ways of meeting today's overwhelming data needs. This newly updated and revised guide will help you master algorithms used widely in semi-supervised learning, reinforcement learning, supervised learning, and…

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Added by Giuseppe Bonaccorso on February 9, 2020 at 3:01am — No Comments

What is the Data Architecture we Need?

In the new era of Big Data and Data Sciences, it is vitally important for an enterprise to have a centralized data architecture aligned with business processes, which scales with business growth and evolves with technological advancements. A successful data architecture provides clarity about every aspect of the data, which enables data scientists to work with trustable data efficiently and to solve complex business problems. It also prepares an organization to quickly take advantage of…

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Added by Stephanie Shen on February 8, 2020 at 3:00pm — No Comments

The Past, Present and the Future of Natural Language Processing?

Making our machines understand the language has made significant changes in the field of machine learning and has improvised the various Natural Language Processing models. But on the contrary, it was quite difficult for machines to understand the underlying meaning of a sentence and how it has its importance in a bunch of sentences, until Google published BERT.

Let’s consider the following…

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Added by PS Dhillon on February 8, 2020 at 4:00am — No Comments

Best Resources to Learn Statistics (for Free!)

You don't have to take college classes to learn statistics. If you just want some basic information about a particular statistical topic, then StatisticsHowTo.com is a great way to start. But if you're looking for more structured training and perhaps a certification, you've got a lot of good options.

Beginner Statistics Resources

If you have zero to little statistics or…

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Added by Stephanie Glen on February 7, 2020 at 3:01pm — No Comments

7 NoSQL Databases You Must Consider for Your App Project in 2020

With the growing demand for scalability and flexibility, NoSQL databases are gaining huge momentum in the market. These databases are preferred as the first choice to develop complex web and mobile applications and operate with unstructured data. A ripple effect of which is that the NoSQL market is anticipated to hit $4.2 billion by the end of the year. 

This has made both new and experienced database…

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Added by Bhupinder Kour on February 6, 2020 at 10:00pm — No Comments

Thursday News, February 6

Here is our selection of featured articles and technical resources posted since Monday:

Technical Resources

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Added by Vincent Granville on February 6, 2020 at 3:30pm — No Comments

Kubernetes Storage Patterns

Via Nitish Tiwari

Kubernetes has fundamentally altered  the traditional application development and deployment patterns. Application development teams can now develop, test and deploy their apps in days, across different environments, all within their Kubernetes clusters. Previous generations of technology typically took weeks if not months.

This acceleration is possible due to the abstraction that Kubernetes brings to the table, i.e. it deals with underlying details of…

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Added by Jonathan Symonds on February 6, 2020 at 9:00am — No Comments

Apache Flink in 10 Minutes

What is Flink?

Apache Flink is an open-source stream processing framework. It is widely used by a lot of companies like Uber, ResearchGate, Zalando. At its core, it is all about the processing of stream data coming…

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Added by Igor Bobriakov on February 6, 2020 at 8:00am — No Comments

Human Learning and Machine Learning - How they differ ?

Is there any similarity in learning process between humans and machines. Human learning process varies from person to person. Once a learning process is set into the minds of people, it is difficult to change it. But, in Machine Learning (ML), it is easy to change the learning method by selecting a different algorithm. In ML, we have well defined processes to understand and estimate the accuracy in learning. Estimation of human learning is usually done through examinations and it cannot be… Continue

Added by Janardhanan PS on February 4, 2020 at 8:43pm — No Comments

Top 5 Data Science Trends for 2020

Technology is evolving continuously, and so are we. In the upcoming years, there will be massive growth in the AI and Machine Learning field. There is already a considerable amount of data to be managed, and with new technological advancements, we can utilize big data in many ways. For that, we have to stay up to date with the latest…

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Added by Digital Defynd on February 4, 2020 at 4:41pm — No Comments

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