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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

Sentiment Analysis with Naive Bayes and LSTM

In this notebook, we try to predict the positive (label 1) or negative (label 0) sentiment of the sentence. We use the UCI Sentiment Labelled Sentences Data Set.

Sentiment analysis is very useful in many areas.…

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Added by Igor Bobriakov on February 4, 2020 at 11:00am — 2 Comments

12 Real-World Applications of Machine Learning in Healthcare

According to news, Machine Learning is one of the most prominent technology for the future of the Healthcare industry. But how real it is? Is there any significant value, or is it just optimistic forecasts? In this article, you will learn on some practical implementations of the technology, as well as some on-point…

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Added by Roman Chuprina on February 4, 2020 at 3:00am — No Comments

A Pivotal Year for Data Scientists- 2020

Data scientist remains to be one of the best jobs in 2020.

According to McKinsey, the US will be facing a shortfall of 250,000 data scientists by 2024. Though the jobs market is in constant change, a data scientist job still hits the top list. With many organizations looking for professionals adept in data science skills, a data science career is an ideal choice.

Why learn data science in 2020?

Companies worldwide are generating data.…

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Added by Yoey Thamas on February 4, 2020 at 1:52am — No Comments

Big Data and Marketing: This Is What Professionals Do

Data is the new lubricant for any business. In the past decade, it was a valuable asset. Today, in digital era data and marketing are the fuel for the digital economy which rules the world. Big data means a collection of data that can be useful for the company to grow and most valuable companies…

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Added by Drake Vala on February 3, 2020 at 11:32pm — No Comments

Revisiting the Implementation of AI Strategies

Summary:  Can all AI strategies be defined by a few common needs or are the different AI strategy models sufficiently unique that they need to be considered as separate approaches.

 

There’s an article in the current Harvard Business Review titled “…

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Added by William Vorhies on February 3, 2020 at 11:15am — No Comments

Why Economics Is the Most Empowering Innovation Concept

I am a believer that the pathway to innovation must end with putting a product or service into the market that provides economic value to customers, economics the branch of knowledge concerned with the production, consumption, and transfer of wealth. Innovation is about economics and economics is about value creation. It’s about the 4M’s…Make Me More Money!

Products or services that never reach the market may have been great ideas, but you can’t pay the mortgage or buy your Venti Chai…

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Added by Bill Schmarzo on February 3, 2020 at 6:30am — No Comments

Weekly Digest, February 3

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 2, 2020 at 9:30am — No Comments

Two New Free Books on Machine Learning

Here are two great resources for machine learning and AI practitioners. Other recent free books can be found here

1. Free and Open Machine Learning Documentation

This book is all about applying machine learning solutions for real practical use cases. This means the core focus is on outlining how to use machine learning…

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Added by Capri Granville on February 2, 2020 at 6:30am — No Comments

Trends in Artificial Intelligence and Data Science for 2020

We begin the month of February of this special year 2020 with an analysis of the trends that gurus worldwide have made about what has to come to us in this year related to Artificial Intelligence and Data Science. For this I have made a infographic to summarize all these trends and I leave you different links with more information. I hope they are of your interest and we can continue expanding these trends with your contributions in the comments of the post!…

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Added by Noelia Gonzalez Rodriguez on February 2, 2020 at 2:30am — No Comments

Scikit-learn Classification Algorithms

This article was written by Matthew Mayo.

Scikit-learn is the de facto official machine learning library in use in the Python ecosystem. As described on its official website, Scikit-learn is:

  • Simple and efficient tools for data mining and data analysis
  • Accessible to everybody, and reusable in various contexts
  • Built on NumPy, SciPy, and matplotlib
  • Open…
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Added by Andrea Manero-Bastin on February 1, 2020 at 9:00am — No Comments

Difference between Data Analysis and Statistical Analysis

Fifty years, ago, the lines between "data analysis" and "statistical analysis" were pretty clear. But as data analysis evolved, those lines became blurred. The differences between the two terms are now very much a grey area, but there are still a few notable differences.

What is "Data Analysis"?

Data scientists and statisticians typically define "data analysis" in different ways.

  • For a data scientist,data analysis is sifting…
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Added by Stephanie Glen on January 31, 2020 at 3:30am — No Comments

7 Reasons to Choose Java for Blockchain Technology

Blockchain technology has taken the IT world by storm. It has the potential to change the digital world completely, including the way businesses operate and make transactions. Initially, it was used to handle cryptocurrencies such as Bitcoin. Today, numerous business applications across domains use Blockchain as their central component.

However, Blockchain is still at an evolving stage, and its adoption is slow in most industries. Toward this, a programming language like Java can help…

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Added by Ryan Williamson on January 31, 2020 at 12:30am — No Comments

Thursday News, January 30

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

Resources

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Added by Vincent Granville on January 30, 2020 at 1:00pm — No Comments

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