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The best data labeling tools are intuitive, minimize human involvement, and maximize efficiency. This post showcases 8 tools to help label training data. 
sannidhya@chapter247.com's comment,
December 17, 2019 3:49 AM
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Beyond the world of email marketing in the wider world of business, the impact of Artificial Intelligence (AI) on productivity and employment has risen to prominence in the last two plus years as more affordable systems have become available from vendors. This has naturally prompted marketers to review the potential marketing applications of AI. To answer this question, in our guide to marketing applications of AI , Smart Insights has reviewed the opportunities and tools for AI across the customer lifecycle. This report highlights the critical trends and techniques that will help you transform your brand-customer relationships using the most powerful channel in your marketing mix: email!
Farid Mheir's insight:
WHY IT MATTERS: a recent survey provides numerous insights into email marketing tools and techniques. A great reference with numerous examples, tools and technologies. One highlight of the report is the role that AI plays in the creation and delivery of email campaigns in the coming years.
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In 2019, email marketing remains one the most effective techniques for digital marketers, so keeping up-to-date with the latest trends, best practice techniques, and technologies for email marketing remains extremely important. Our recent Managing Digital Marketing in 2019 report shows that over two-thirds of marketers rated email marketing as providing the highest or medium return-on-investment (ROI) when compared to other channels.
Farid Mheir's insight:
WHY IT MATTERS: a recent survey provides numerous insights into email marketing tools and techniques. A great reference with numerous examples, tools and technologies. One highlight of the report is the importance / ROI of email but also ads, SEO and content marketing: there is no silver bullet but rather a good mix of solutions.
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Automated Insights helps organizations make better business decisions, faster. By empowering data-driven organizations with their proprietary natural language generation (NLG) platform, Wordsmith, businesses are able to deliver the right insight, to the right person, at the right time and in the easiest-to-understand medium—the written word. Wordsmith makes exploring, discovering, and communicating insights easier than ever before.
Farid Mheir's insight:
WHY IT MATTERS: AI is becoming easier to use in real world applications, as evidenced by this recent forrester wave. It positions a number of tools for natural language generation to help with creation of analytics reports that present results in textual format instead of numbers and charts as is often the case with report generators. Good to know.
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Businesses are suddenly very interested in Facebook Messenger bots. And for good reason: Facebook's chat platform now supports over 1.2 billion monthly active users—and automated chatbots, like ManyChat and Chatfuel, provide a unique, interactive way of engaging with them. Chatbots let you have a conversation wit
Farid Mheir's insight:
WHY IT MATTERS: chatbots were all the rage last year, often described as a silver bullet to solve all kinds of problems easilly. Now they have become one more solution in the digital transformation arsenal, with PROs and CONs. This post describes the process to setup and configure two popular tools and in the process highlight their capabilities and shortcomings.
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Stay up-to-date with the latest product announcements and new advancements from Automated Insights.
Farid Mheir's insight:
The company automated insights uses its AI tools to automatically write summary of baseball games (http://bit.ly/2a9g7qR), financial portfolio (http://bit.ly/2a9gG3T), and many other. This blog describes many of these applications.
WHY THIS IS IMPORTANT I wrote about automated insights in the past (http://sco.lt/7FRff7) as it was starting and have been watching ever since. It is important to take notice that AI has been hired by the Associated Press to write summary texts that go straight to the wire without human intervention (http://sco.lt/7FRff7).
This is a trend worth watching as it means AI is slowing replacing human workers with machine intelligence in fields that were previously though impossible - here the redaction of human readable texts and stories. I wrote about data on why no job is safe from automatization and robotization (http://sco.lt/64xeyX).
Anyone putting together a digital strategy must absolutely consider the use of such AI tools in the coming years, and thus have a roadmap with trials starting as soon as NOW.
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Curated by Farid Mheir
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WHY IT MATTERS: this post highlights 2 importants facts about AI. First, it requires a lot of manual work to train the system. Second, who would have thought 10 years ago that your job title would be something like "Data labelling guru"...? Goes to show how deep AI will transform life and work...