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Why Is Sentiment Such A Big Deal? - The AI Company - 0 views

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    Sentiment, Sentiment Analysis, Sentiment Tracking have become a hot topic with multiple 'AI' startups focussing on providing sentiment driven insights to enterprises. The number of such startups points to the potential that enterprises see in Sentiment analysis and the impact it has on how the enterprise plans, operates, executes and delivers value. Sentiment Analysis is process of extracting sentiment (emotion or feelings) captured in signals that are embedded in various types of media such as print, text, audio, video, images etc. For example, if a reporter submits a report on a particular enterprise, the sentiment embedded in the article can point to how excited, worried, upbeat or impassive they might are about the enterprise. This sentiment can be then used by the enterprise to understand the perception about the enterprise that the external market carries and whether that perception is improving, degrading or staying unchanged. This insight can be used by the enterprise to improve their go to market plans, change their PR strategy or even go deeper and change their product strategy. Sentiment Analysis Is Not New The tracking, measurement and use of Sentiment is not a new scenario. Enterprises have been leveraging the output of sentiment analysis for a long time. User surveys, focus groups, market research, customer interviews etc. are all examples of generating data to perform and track sentiment. Similarly, influencer marketing through association with influencers or events or organizations with a certain perception or sentiment associated with them is a common technique to improve the enterprise's own sentiment. Sentiment Analysis and strategizing based on the analysis is a common and required function for any enterprise. Sentiment Analysis Using Artificial Intelligence With the advent of Artificial Intelligence (AI), enterprises now have another technique in their kitty to understand how they are perceived in the market and how that perception i
Satish Kumar Ithamsetty

How to get Google AdSense approval for your Blog in May 2019? - 0 views

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    Google AdSense is one of the main sources of income of the vast majority of people who work with websites and blogs these days. Although it is not the only affiliate program that pays more to its partners, it is one of the most reliable and easy to use, as well as being a pioneer in the indirect online advertising scheme and relying on the brand of one of the largest companies in the world. Usually starting with a blog and want to use Google AdSense is without knowing the procedure and what you need to do to get your account approved. One of the messages that are usually received when it is not approved. Your blog does not currently qualify for AdSense.
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GHS Label Information - Creative Safety - 0 views

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    GHS Label Information When it comes to labels, few are better known than the GHS labels (even if people don't always realize that is what they are called). GHS, or the Globally Harmonized System, is an international set of standards that are agreed upon to help ensure people from across many industries and around the world are all using universally recognized standards. This includes standards when it comes to the classification and labeling systems used for dangerous chemicals. The GHS labeling standards are used by regulatory agencies as well, including OSHA. While GHS is not itself a legal regulatory agency, most companies are required to follow their standards in this area because of the fact that their standards are adopted by governmental bodies. Common GHS Terms Whether reading GHS labels or making them, it is important to be aware of some terms that are commonly used. SDS - Safety data sheets are required to go along with most GHS labels. These data sheets can provide more detailed information about chemicals and other potentially hazardous materials. Class - Different types of hazards are broken up into different classes. Gasses that are under pressure would be one class. Acids could be another, just to give some examples. Hazard Groups - Hazardous materials are broken down into three groups, environmental, physical and health. Hazard Statement - Hazard statements are standardized to describe specific hazards. These statements give brief but essential pieces of information about the items being labeled. Precautionary Statement - This is a statement that provides instructions on how to avoid dangers when working with these materials. Signal Words - Signal words are DANGER and WARNING. Danger is to indicate a higher level of risk, while warning is for when there is a potential for harm but it is not quite as serious. Pictogram - Pictograms are the visual representation of specific risks. Typically they will just be a black image that is ea
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A Good Impression: How to Survive An OSHA Inspection - Creative Safety - 0 views

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    When it comes to safety, we all want to do our best and keep our workers out of harm's way. However, wanting and doing are two different things, and governing safety bodies like OSHA are there to make sure that the "doing" part gets done. In fact, OSHA can come inspect a factory or workfloor without notice. While they aren't trying to trick you, they do want to make sure that people who aren't following the rules are caught a bit off guard so that anything that needs fixed can get done before someone gets hurt. In general, if you're doing what you're supposed to and following the rules (and keeping on top of recent updates) you've got nothing to worry about. However, here are a few things you can do to make sure that your visit goes over smoothly and that you get a stellar review from the organization. Do Your Own Inspections One of the easiest ways to prepare is to do your own inspection or have someone come in and do one for you. The point is that it can be easier to catch things and have a unique perspective when actually walking through and putting yourself in the mindset of someone outside of the company, whose sole concern is safety. This kind of thoroughness will trump looking through a safety checklist and thinking "yep, did that one" every time. The other great thing about a mock inspection is that it will condition/get your workers used to having a third party evaluate them and watch them at work, which brings us to… Prepare Your Employees One problem that can come up throughout the course of an OSHA evaluation is employee behavior. Sometimes, being watched can be nervewracking, and for others it can be insulting to have someone glancing in their direction and scribbling something down on a clipboard. In your mock inspections, you can let people know that it's nothing to worry about and that in the event someone does come in to observe, they can just continue working as normal because they're doing everything right already. Ev
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When it Comes to Safety, there is Often More Fiction than Fact - Creative Safety - 0 views

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    Safety managers know that everyone seems to have their own thoughts about workplace safety. In most cases, everyone seems to think that their opinion on the subject is a fact that everyone should follow. Whether it is the executive that thinks that workplace safety is largely a waste of money, or the front line employee who thinks that their experience means they don't need to wear the proper safety gear, it can be difficult to overcome people's ideas. David Castella, a marketing associate at ProcessMAP Corporation looks at all these myths in the industry in a blog post. In it, he asks for input about which ones but safety professionals the most, and which ones make their jobs most difficult. Common Workplace Safety Myths In the blog post, Mr. Castella touches on a number of myths that can lead to a loss of safety in the workplace. Some of the key myths he covered include: Workplace Safety Isn't Worth the Time - Many people in both management positions and front line employees think that safety is a waste of time. Helping to show them why this is a myth is one of the most difficult parts of a workplace safety manager's job. Slip & Falls Can't be Stopped - People often think of slip and fall accidents as events that can be reduced in frequency, but not eliminated. While it is certainly a hard task to eliminate them, that should always be the goal in every workplace. There is no such thing as a Perfectly Safe Workplace - This one is similar to the previous myth. When people state that it is impossible to have a perfectly safe workplace, it is essentially giving up. When you have a goal of perfection, you'll always be striving to make improvements. It is well worth your time to read through the blog post as he brings up a number of important points, and provides evidence to debunk these and other myths. When Mr. Castella posted this post to the Safety, Health, Environmental, Risk and Community Management group on LinkedIn, it generated some very in
Sam Blogger

10 Reasons Why You Are Not A Successful Blogger (And How To Be!) - 0 views

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    10 Reasons Why You Are Not A #SuccessfulBlogger (And How To Be!)
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The LearnCloud Experience - The AI Company - 0 views

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    We are a different AI company. See how our LearnCloud brings together your entire enterprise to operate on the same "information plane" towards an exponential increase in efficiency. Jenny is responsible for customers at Acme Corp Jenny feels she is driving blind. She realizes the ground truth but often it is too late. The information is spread across multiple applications & systems. Even when available, it does not help her look into the future so that she can act & save the day Sarah is a Support professional at Acme Corp Sarah feels she has her hands tied behind her back. She has to manually process each & every issue. Her job is tedious and inconsistent. She is not able to leverage patterns across issues & across support professionals. John is a salesperson at Acme Corp John is frustrated with antiquated tools & late arriving insights He has to manually scour the internet for information about his prospects & their changing strategies. He has to talk to many people to understand the state of the customer. By the time he understands the current state, it is often too late to prevent abandonment or drive the expansion People like them encounter these problems all the time which causes frustration and attrition for them and their customers. How does this happen?
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Future Proofing for Agility - The AI Company - 0 views

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    A lot has been said about agility and the need for enterprises looking to innovate and disrupt to build agility. Agility, at the same time, also gets confused with the process of scrum. Small and large teams get enamored with the idea of scrum and mistake the process with the state of being agile. This is often more detrimental to the enterprise and can often create more process and not enough real agility. What is Agility Agility is the efficiency with which an enterprise executes and delivers on its objectives and goals. Agility is the ability to react to changes in goals, feedback from customers and shifts in strategy. Agility, from the outside, looks like a predictable stream of value delivered by the enterprise that matches and exceeds the needs of the customer. Organizational agility requires agility at multiple levels within the enterprise to drive the insights that can channel and align the efforts of the entire organization by leveraging data and information to make quick and informed decisions. Business Agility Business and customer-facing employees need to achieve "Business Agility". This is the ability of these employees to react to business critical in real time if needed and have access to the latest information at any decision point. Business Agility enables users to reduce the latency or lag between a need in the market or of the customers and when they are able to service the need. Decision Agility Analysts and data scientists creating the insights to drive decisions require "Decision Agility" i.e the ability to easily discover, leverage and use data for analytics and insights through any and multiple tools and channels. Analysts and data scientists need to produce insights that reduce the time and effort required to convert data into information and insights that are required to drive key decisions and actions. Development Agility Application developers and data engineers need the ability to easily generate, collect, access and deli
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Hazard Communication - 1910.1200 - Safety Blog and News - Informing the Working Communi... - 0 views

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    Improving Hazard Communication in the Workplace Hazard CommunicationIf you're looking for ways to improve the overall safety of your facility, one of the best places to start is with an evaluation of your current hazard communication standards. According to OSHA, hazard communication violations are the second most commonly cited violations, as of 2012. In 2012 there were 4696 citations given in this one area alone. Sadly, very little has been done to change this problem over the past several years. Understanding how your facility communicates any type of hazard, and working on ways that can be improved, is an important part of keeping everyone safe. One of the best places to start is to review the OSHA regulation on this topic, which is titled, "Hazard Communication - 1910.1200." This will give you all the requirements that you will need to follow in order to keep people safe, and avoid any citations. Key Points in Section 1910.1200 After reviewing the entire section on this topic, you will want to go back and really focus on a few key points. These are some of the areas where most of the citations were given out, and also where some of the biggest risks exist. The following key points will be great places to start when it comes to improving the way your facility handles hazard communication: 1910.1200 (b)(2) - This is the section that covers how you need to communicate hazards that apply to any chemical that exists in a way that employees could become exposed to it. This applies to both normal exposure, and exposure during a foreseeable emergency. 1910.1200(b)(3)(i) - In this section, it details the requirements a facility has concerning the labeling of chemicals that come into the facility. Specifically stating that the labels may not be removed or defaced. 1910.1200(b)(4)(iii) - This area explains in detail that employers need to provide employees with sufficient training on how to react to a potential chemical spill. This includes how to
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Safety Advisor Blames Unsafe Situations, Not Operator-Error - Creative Safety - 0 views

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    I read an interesting article today about safety by Mari-len De Guzman on Cos-Mag.com, an occupational safety e-magazine for Canadian manufacturers. At the CSSE (or, Canadian Society of Safety Engineering) conference in Niagara Falls this week, Los Alamos National Laboratory safety expert, Todd Conklin, spoke about how many manufacturing and industrial companies look at safety issues. He pointed out that, rather than continually blame operator-error for most failures and safety problems, it is more systemic, stating that: workers get hurt when they find themselves in situations where it's hard to be safe and easy to get hurt. With that in mind, he offered several potential causes for failure or safety incidents and ways to combat them. First, he said that humans make mistakes, so he advised that it is important to anticipate those potential mistakes and have several levels of defensive safety measures. Next, he suggested that companies should anticipate that unforeseeable events can happen, and WILL happen, so employers and safety managers need to keep this in mind. Learning is another tip Conklin pointed out. Whenever something bad happens, the best defense next time is to learn as much as we can from the event. We can learn many things, like defenses, unsafe speeds, too much load, proximity to dangerous equipment or products, etc. Finally, he also advised managers to approach safety or failure issues (and the operators involved) with caution. He warned that being positive and asking things in a proactive manner can give a much better reply or response, as follows: Instead of asking a worker, "what have you done, now?" ask them, "how do we set this up so failure doesn't happen again." By asking the right question, employers can get a more operational-centric answer. I really thought this was great info. It might seem like common sense to some, safety matters and needs to be one step ahead of the production line. I also more or less agree with Con
pintadachica

Confined Space Entry Permits - Safety Guidelines Hidden In The Cracks - 0 views

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    Confined Space Entry Permits - Safety Guidelines Hidden In The Cracks Dangerous, confined spaces are the stuff of horror films and cringe-worthy moments on screen, and there's a reason. Depictions of people trapped in a confined space not only play on a natural human tendency toward claustrophobia, but they also reflect a very real danger in the workplace. As such, OSHA has implemented a system of "confined space entry permits," hoping to help increase worker awareness and avoid common types of injury and death associated with working in a confined space. In this blog post, we'll cover everything from the definition of a confined space, to the details of a fully developed entry permit system. What Is A Confined Space? While the question may seem elementary, OSHA does adhere to strict definitions for confined spaces; this is important to know as a safety professional, as you'll need to be aware of which spaces require you to adhere to OSHA protocol and which don't. Basically, a confined space has to be a place that's large enough for a person to work and perform their job within, but is not intended for long term occupancy by workers. The third and final criteria is that the space has limited means of entry and exit. In short, the space is a place that someone can fit and work in for a limited time, but which impairs mobility and might be difficult to enter and, more importantly, exit quickly. What Is A Confined Space Entry Permit? Sometimes, confined spaces have additional potential risks and hazards that go above and beyond just their shape and size. In these cases, OSHA requires that permits are filed before a worker enters the space. Here are OSHA's additional criteria that indicate the necessity of a permit: The space contains or could contain a hazardous atmosphere The space is comprised of or contains a material that could engulf a worker who enters. The space has any kind of "internal configuration" that might present an additiona
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10 Construction Safety Facts the May Surprise You - 0 views

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    Make Construction Safety a Priority Everyone knows that construction sites can be very dangerous. The more you know about the types of danger you will face, however, will help you to take steps toward keeping everyone safe. Look over the following 10 safety facts and see what you can learn about how to improve the overall safety of your facility. In addition to using this information to help you to make safety improvements, you can also show these items to the workers at any site so they can be more aware. Some of these facts may surprise people, and cause them to be more aware of their surroundings. According to OSHA, "Nearly 6.5 million people work at approximately 252,000 construction sites across the nation on any given day. The fatal injury rate for the construction industry is higher than the national average in this category for all industries." 10 Tips to Improve Construction Safety Fact #1 - Losing your Load On construction sites people use machines to lift and move all sorts of things on a regular basis. Whether it is lifting wood or metal beams, or you are digging out dirt to prepare to lay a foundation, this is an essential part of most jobs. The vast majority of times this type of activity goes very smoothly and the jobs are completed without incident. The fact is, however, that having loads come loose while in transit is actually a leading cause of injury on construction sites. You need to keep in mind that even if you don't lose the entire load, people can be severely injured from even one thing falling out of a crane or back hoe. With this in mind, people working on site need to know to stay well away from this machinery, and the machine operators need to know to avoid moving items when people are nearby. Fact #2 - Entering and Leaving Heavy Machinery Another safety issue related to working with heavy machinery is related to operators getting on and off of the rigs that they will be working on. While this is something that they of
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Using Technology to Enhance Safety Engagement In The Workplace - Creative Safety - 0 views

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    Since the inception of factory production in the industrial revolution, safety has been a concern. However, safety today looks nothing like it did back then. We now have OSHA and other government groups, unions, and lobbies that safeguard the safety of workers and make sure that they are adequately provided for. In addition, workers themselves have more rights in suing an employer over unsafe conditions and receiving compensation in the event of an incident that leaves them injured. Especially if an injury prevents them from providing for their family. The point is, a lot has changed over the past few hundred years in workplace safety, and those changes have unanimously been in the best interests of the workers that inhabit those workplaces. However, just as changing times caused safety evolution in the past, it is important that this trend continues now with the advent of things such as the internet, tablets, smart phones, and more. Safety is no longer limited to physical seminars and training sessions. That being said, let's take a look at exactly how you can use technology and engagement to enhance your safety efforts. eNewsletter to Employees One way that employers are reaching their employees both in a new way and outside of the physical confines of the work area is through email newsletters. The vast majority of working adults (and most every demographic, for that matter) are online these days and employers need to make sure they are taking advantage of that online time and platform. Formatting an email newsletter is great because it can be easily sent out to every single employee in your workforce. This can be used for general company news and the like, but can also be used to send out weekly safety lessons or reminders for employees about any witnessed unsafe behavior. To get started down this round, you'll need to make sure your emails get opened and engaged with. Here are a couple of ways to do that: 1. Keep your subject lines short but catchy. Sub
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Eyewash Stations are a MUST! - Creative Safety - 0 views

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    One of the most common injuries plaguing nearly any industrial business is the eye injury. The human eye is susceptible to damage from a variety of different sources, however, most eye injuries stem from exposure to chemicals, paints, solvents, allergens, sawdust, laboratory materials, etc. However, it is important to remember that nearly ninety percent of all eye injuries are preventable when proper procedures are followed and adequate eye protection is used. The right type of goggles, depending upon the job, can protect the eyes from coming into contact with nearly any eye irritating contaminant. Nonetheless, eye injuries still seem to occur and businesses need to be ready and prepared just in case an eye injury does happen. One of the best ways to provide immediate support to an injured eye is to utilize the help of an eyewash station. Guidelines for Eyewash Stations When it comes to the safety standards related to primary eyewash stations, OSHA sets the overall requirements. However, it is ANSI (American National Standards Institute) that is the entity who provides the necessary guidelines that employers must follow regarding the design, type, performance, location, and details specific to any eyewash station. Even though the ANSI z358.1-2009 covers the guidelines for all types of eyewash equipment such as emergency showers, eyewash stations, face washes, and combination units, we are going to focus on guidelines related to eyewash stations. Tips for Compliance with ANSI's Eyewash Standard Every Second Counts! - When an eye injury occurs every second really does count. An eye injury can go from bad to catastrophic in mere seconds if the eye is not properly flushed. ANSI mandates that all eyewash be located just a short 10 second walk from any eye hazard. The path to the eyewash station must well lit and remain clear and free of debris. The eyewash station must also be properly identified with an eyewash station sign. Yes, the Water Does Matter - there
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Risk Management Webinar from EtQ on October 10, 2012 - Creative Safety - 0 views

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    Farmingdale, NY based risk management company, EtQ, and moderator Quality Digest are presenting a risk management webinar on October 10, 2012 episode of Quality Digest Live at 11:00 a.m. Pacific Daylight Time. EtQ's company website is dedicated to creating quality risk management solutions, and has this to say about its stance on its software products: EtQ's Quality Management Software is an integrated quality and compliance management software system that has been pre-configured to specifically address the needs of the Manufacturing industry and ISO 9000 processes. The webinar on Wednesday offers proactive information and ideas to professionals saddled with risk management duties in their company. The webinar is slated to tackle such lofty goals as to demonstrate how to successfully implement risk management as a strategy - not only as a "post-production event," in which best practices application risk factors can be assessed and targeted not only toward processes, but also to products.
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One Piece Flow Manufacturing and Production Video - Creative Safety - 0 views

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    Ron Pereira over at the LSSAcademy.com offered a really cool video that pits regular mass production vs. one piece flow, and his simulation produced a time savings with the one piece flow. In his video, what I found to be as interesting as his presented material were the comments at the bottom by professionals in manufacturing. They all seemed to think that one piece flow definitely has its place, and that it CAN be more efficient in certain contexts, but most of them also pointed out that, from a batch processing point of view, one piece flow doesn't save any time when it comes to actually delivering the product to customers if the customers are in the same place. For example, if you are folding, stuffing, and stamping envelopes, but they all have to go to the same post office to be mailed, there isn't really enough of a time saving compared to the possible amount of trips to the post office under a per piece system. Someone else also mentioned the idea of spreading each step in the one-piece flow out to several people vs. to one person, and the savings in time would not be outweighed necessarily by the fact that, now, several people are needing to be paid, instead of the one person. Either way, I think, under certain circumstances (like building full sized dump trucks with different customers), one piece flow is definitely a time saver and waste reducer than building a ton of dump trucks and running the risk of some of them not being sold. Plus, envelopes are way easier to simulate than building a bunch of dump trucks.
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The Six Big Losses - Creative Safety - 0 views

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    Eliminate Losses When looking for ways to improve the profitability of a manufacturing facility it is important to look at the things you have the most control over. While it would be nice if you could just double the number of orders you have to fill, that is typically not going to be possible. What you can do, however, is look at how you can eliminate losses that eat away at the bottom line. There are six big losses that most manufacturing facilities experience. While it may not be possible to completely eliminate these losses, it is typically possible to take steps to reduce them quite significantly. When done properly, this can help ensure your facility operates more efficiently, which will have a very positive impact on the overall profitability of the company.
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The Label Printer Buying Guide for Industrial and Commercial Purposes - Creative Safety - 0 views

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    If you are planning on purchasing an industrial-grade thermal label printer, you need to weigh several factors. Let's face it, these kind of machines are not cheap-they aren't like the flimsy ones that folks buy to make organizational labels for their home, or for scrapbooking-these are commercial level equipment, and they're designed to hold up to all the rigors of an industrial operation. Pipe Marking Labels So, with that in mind, here are the top 6 factors you should consider before you buy an industrial label maker: 1. Purpose: First off, what do you need to make heavy-duty labels for? Sure, these types of printers can make funny bumper stickers with a catchy slogan on it-but what do you REALLY need it for? Common uses for these are for making lots and lots of pipe markers, arc flash labels, and NFPA 704 "diamond" signs. They're also great for making safety slogans, caution and warning signs, 5S, lean, kaizen, and traffic marking stickers. Depending on how many you need, you might need to use it every day, or for sporadic printings throughout the year. These printers are great, because most of them can print on label tape up to 4 inches wide, and can spit labels out much quicker than those store-bought consumer ones. They can also take the heat and tougher environments of factories and warehouses. 2. Durability: Modern label makers are nearly flawless at their job. They use thermal transfer ribbons and heat seal the text or graphics from the ribbon to a compatible thermal label. This allows for a product that will last for many years before seeing much physical degradation or fading. They are water-resistant and even resist chemical wear. 3. Ease of Use: Many label makers come with their own proprietary software, but I would recommend buying a label maker that can be used with any kind of word processing software or even programs like Photoshop. This way, if you have a change in employees, move offices, or just plain lose the or
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OSHA Warning Labels - Creative Safety - 0 views

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    The Occupational Safety and Health Administration or OSHA is dedicated to the health and well-being of employees while on the job. Day in and day out employees are exposed to potentially dangerous situations based upon their specific job functions. Whether a person is employed at a manufacturing facility, an auto body shop, or within a large warehouse, OSHA regulations aim to provide the warnings needed to keep hazards at a minimum and keep employees informed about their surroundings. One of ways in which employees are kept informed about the hazards and dangers within their work environments is through the usage of warning labels. Types of OSHA Warning Labels and Signs The term warning label or sign can be used interchangeably in regards to OSHA's recommendations for hazard warning. There are basically three types of labels or signs outlined within OSHA 1910.145 and they are used to indicate danger, caution, or general safety instruction. Danger Sign/Labels: Danger labels or signs should feature the colors or red, black, and white. Employees should be informed that whenever danger signs or labels are posted they should exercise extreme caution as many hazards are immediate. This does not mean dangers are possible, it means they are imminent if certain things were to happen. Caution Sign/Labels: Any signage or labels indicating caution should feature a yellow background with black lettering. Caution labels or signs should be used to inform employees about potential hazards. This is unlike danger signs, since dangers signs indicate certain dangers that ARE there, while caution indicates that hazards are just simply POSSIBLE. Safety Instruction Sign/Labels: The standard background should be white, with black letters upon the white background. In addition, on the panel, green with white letters may also be used. This type of warning label or sign is used when general information related to certain safety practices is available. Furthermore, OSHA indicates in 19
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Are You Leaving Money On The Table And Why A Monetization Strategy Is Key - The AI Company - 0 views

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    Enterprises across the board have a lot of untapped potential in their data. The data is not only relevant and useful within the enterprise but can be a valuable source of insights for the enterprise partners and customers. In some cases, the value of this data can be high that partners and customers are willing to pay extra to get access to this information at a certain fidelity, freshness or scope. Enterprises that do not have a clear and coherent monetization strategy are leaving money on the table. In addition, they stand to lose customers to competitors who gain the first movers advantage by addressing this market need. The Value of Data The first step in determining a monetization strategy is an audit of the enterprise data assets and a determination of the customers who are interesting and willing to pay a premium for access to this data. The Value of Data is proportional to the following: Freshness The more "fresh" a dataset is higher its value typically. This is because there is an advantage in the early visibility provided by first access to new information. 'Freshness' is defined the latency between the creation of data and the delivery of the data to the consumer. Consumers of data will pay a premium for fresh data if it fits into their decision and action strategy. Fidelity Higher the "fidelity" of data i.e. how much detail a particular data point carries also increases the value of the data in the eyes of the data consumer. Higher fidelity data offers more information and detail enabling the consumer to design highly valuable analysis that leverages the additional details offering a deeper insight into the situation at the present or historically. Raw The more "raw" a data set, higher its value as it can support a much larger set of analysis scenarios that a processed data set could support. Data sets that are aggregated, sampled, filtered or transformed can have a lower value as they can severely limit the type of analysis. Raw
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