5 Questions to Ask About Automated Machine Learning Before Implementing It

February 2, 2021

Automated Machine Learning (AML) and Artificial Intelligence (AI) are oft-repeated terms in the technology world.

With a massive volume of data being made available to businesses, you feel empowered to make the right decisions at the right time and augment your operations. However, with data being diverse and complex, there is a compelling need to implement AI strategies to manage the operations. You may want to look up the websites like https://logicplum.com/blog/a-complete-guide-to-automated-machine-learning/ for more insights on integrating automated machine learning into your business.

However, before you get into the nitty-gritty of Automated Machine Learning, ask these five questions:

How is AML Going To Add Value to Your Business?

You need to ask yourself what impact AML will have on your business operations, more importantly, for your customers. If you are unable to get a clear answer, you might not consider it.

Also, you need to understand how an AML application is relevant to your industry. Is there a business problem that can be addressed by AML? After all, AML is just a tool you’ll use to solve the problem.

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A good example is using AML to augment your marketing initiatives where it can provide specific recommendations, benefitting your sales figures, as well as your customers.

How Will AML Give Your Business the Competitive Edge?

Systems empowered by AML can accumulate and scrutinize a wide range of data spanning marketing and sales to help make informed business decisions.

Researching this data gives you profound insights that tell you how to organize your existing processes besides locating new business avenues.

A recent survey on reshaping business with AI indicates that 84 percent of the 3,000 business executives surveyed believe that AI and Machine Learning can help them gain a competitive edge. Moreover, 75 percent of them thought that Machine Learning could help them locate new businesses.

Do You Have the Basics in Place?

While it is true that AI and AML are indispensable for modernizing and enhancing your business, you need to have a robust policy for data collection and analytics. Without such a policy and a well-planned automation strategy, it is challenging to integrate AI into your business.

Do You Possess the Requisite Skills?

You need to understand that lack of requisite skills will certainly impede AI integration into your business. The sooner you realize this, the easier it is to implement AI and AML into your business. It is also essential to focus on appropriate talent acquisition by hiring people with sound technical backgrounds and investing in specific skills and training programs to encourage AI experts.

What Effect Will AI and AML Have on Your Company?

Implementing AI tends to make the employees think that they are about to be replaced. Hence, you can’t have people quitting soon after hearing about AI integration plans for the business. It would help if you made sure that implementing AI does not affect the company culture because people will always matter more than machines.

It is up to you to make your employees understand that AI is here to enhance their skills and perform better and contribute to overall quality improvement.

Summing it Up

Machines should not replace humans entirely as no one wants robots running a business, as it is only futuristic, wishful thinking. However, unless companies adopt AI, they cannot scale, and some may even perish. It is up to businesses to decide how far they are willing to go.

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Preparing for and Responding to Earthquakes: Understanding and Mitigating the Effects

Earthquakes are a natural phenomenon that can occur anywhere on the planet and cause significant damage to infrastructure and communities. They are caused by the sudden movement of tectonic plates that make up the Earth’s crust, which can result in ground shaking, vibrations, and in some cases, even tsunamis. Understanding the science behind earthquakes can help people prepare and respond to these events. Earthquakes occur when energy is released from the Earth’s mantle and transferred to the surface. This energy is released through the movement of tectonic plates, which are large pieces of the Earth’s crust that float on top of the mantle. The movement of these plates can create friction, causing the plates to become locked and build up energy. When the energy is released, it creates seismic waves that travel through the Earth’s surface, resulting in an earthquake. Preparation is key when it comes to earthquakes. People can reduce the impact of earthquakes by making sure their homes and workplaces are earthquake-resistant. This can include securing heavy objects, such as bookcases and televisions, to prevent them from falling during an earthquake. People should also have a disaster preparedness kit that includes essential items like food, water, first-aid supplies, and a flashlight. If an earthquake occurs, it’s important to take action to protect yourself and others. During an earthquake, people should drop to the ground, take cover under a sturdy table or desk, and hold on until the shaking stops. If outside, people should move away from buildings, power lines, and other potential hazards. If driving, people should pull over and stop the car, avoiding overpasses and bridges, which can collapse during an earthquake. Earthquakes can have a profound impact on communities, both in terms of the immediate damage and the long-term effects. Response efforts following an earthquake may include search and rescue missions, providing medical care to those who are injured, and providing temporary housing and essential supplies to those who have been affected. In conclusion, earthquakes are a powerful force of nature that can have a significant impact on communities. Understanding the science behind earthquakes and taking steps to prepare can help reduce the impact of these events. If an earthquake occurs, it’s important to take action to protect yourself and others and to work together to recover from the event. The Science Behind Earthquakes: Understanding the Concentration of Tectonic Plate Boundary Zones and Their Impact on Seismic Activity Earthquakes occur more frequently in certain places due to the concentration of tectonic plate boundary zones in those areas. Tectonic plates are large pieces of the Earth’s crust that move and interact with each other, causing earthquakes when their movement releases energy. Plate boundary zones, where two or more tectonic plates come together, are the areas where earthquakes are most likely to occur. These boundary zones can be found along the edges of continents or along the mid-oceanic ridge, where tectonic plates are spreading apart. Some of the most active plate boundary zones in the world include the “Ring of Fire” around the Pacific Ocean, the Mediterranean region, and parts of South America and Asia. Additionally, the frequency of earthquakes in a certain area can be influenced by geological factors, such as the type of rock formations present and the amount of stress they are under. The intensity of earthquakes can also be affected by human activities, such as the construction of large dams, underground mining, and the pumping of fluid into the ground. In summary, earthquakes occur more frequently in certain places because of the concentration of tectonic plate boundary zones in those areas, as well as other geological and human factors. Frequent Earthquake zones Let’s take a look at countries prone to earthquakes along plate boundaries. There are several countries that experience earthquakes frequently due to their location along plate boundaries or in areas of high seismic activity. Japan: Located along the “Ring of Fire” in the Pacific Ocean, Japan experiences a high frequency of earthquakes due to its location on the boundary of the Pacific Plate and the North American Plate. Indonesia: Situated on the “Ring of Fire,” Indonesia is also prone to frequent earthquakes and tsunamis due to its location along the boundary of several tectonic plates. Philippines: Similar to Indonesia, the Philippines is located along the “Ring of Fire” and experiences frequent earthquakes due to its location on the boundary of the Pacific Plate and the Philippine Sea Plate. Turkey: Turkey is located on several active fault lines and experiences frequent earthquakes due to the interaction of the African Plate and the Eurasian Plate. Mexico: Mexico is located along the boundary of the North American Plate and the Pacific Plate, making it prone to earthquakes. Iran: Iran is located in an active seismic zone and experiences frequent earthquakes due to the interaction of the Arabian Plate and the Eurasian Plate. Italy: Italy is located in an area of high seismic activity and experiences frequent earthquakes due to its location on the boundary of the African Plate and the Eurasian Plate. These are just a few examples of countries that experience earthquakes frequently. It’s important to note that earthquakes can occur anywhere in the world, so it’s always a good idea to be prepared and informed about what to do in case of an earthquake. The Most Devastating Earthquakes in History Earthquakes are a reminder of the immense power of Mother Nature, capable of shaking the very foundations of our world and causing widespread destruction in just a matter of seconds. Throughout history, there have been many earthquakes that have left an indelible mark, both in terms of their magnitude and the toll they have taken on human lives and communities. Here are some of the biggest earthquakes in history: 1960 Valdivia earthquake, Chile: This magnitude 9.5 earthquake, which struck Chile on May 22, 1960, remains the largest earthquake ever recorded. It caused widespread damage and resulted in more than 1,000 deaths. 2004 Indian Ocean earthquake and tsunami, Indonesia: This magnitude 9.1 earthquake, >>Read more
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What is covered by standard homeowners insurance?

Understanding the four essential protections provided by your homeowners policy Homeowners + Renters Insurance IN THIS ARTICLE Coverage for the structure of your home Coverage for your personal belongings Liability protection Additional living expenses (ALE) SHARE THIS EN ESPAÑOL DOWNLOAD TO PDF Homeowners coverage provides financial protection against loss due to disasters, theft and accidents. Most standard policies include four essential types of coverage: coverage for the structure of your home; coverage for your personal belongings; liability protection; coverage for additional living expenses Coverage for the structure of your home Your homeowners policy pays to repair or rebuild your home if it is damaged or destroyed by fire, hurricane, hail, lightning or other disasters listed in your policy. Most policies also cover detached structures such as a garage, tool shed or gazebo—generally for about 10 percent of the amount of insurance you have on the structure of the house. A standard policy will not pay for damage caused by a flood, earthquake or routine wear and tear. When purchasing coverage for the structure of your home, remember this simple guideline: Purchase enough coverage to rebuild your home. Coverage for your personal belongings Your furniture, clothes, sports equipment and other personal items are covered if they are stolen or destroyed by fire, hurricane or other insured disasters. The coverage is generally 50 to 70 percent of the insurance you have on the structure of the house. The best way to determine if this is enough coverage is to conduct a home inventory. Personal belongings coverage includes items stored off-premises—this means you are covered anywhere in the world. Some companies limit the amount to 10 percent of the amount of insurance you have for your possessions. You also have up to $500 of coverage for unauthorized use of your credit cards. Expensive items like jewelry, furs, art, collectibles and silverware are covered, but there are usually dollar limits if they are stolen. To insure these items to their full value, purchase a special personal property endorsement or floater and insure the item for its officially appraised value. Trees, plants and shrubs are also covered under standard homeowners insurance—generally for about $500 per item. Trees and plants are not covered for disease, or if they have been poorly maintained. Liability protection Liability covers you against lawsuits for bodily injury or property damage that you or family members cause to other people. It also pays for damage caused by your pets. So, if your son, daughter (or even your dog) accidentally ruins a neighbor’s expensive rug, you are covered. (However, if they destroy your rug, you’re out of luck.) The liability portion of your policy pays for both the cost of defending you in court and any court awards—up to the limit stated in your policy documents. Liability limits generally start at about $100,000, however, it’s a good idea to discuss whether you should purchase a higher level of protection with your insurance professional. If you have significant assets and want more coverage than is available under your homeowners policy, consider purchasing an umbrella or excess liability policy, which provides broader coverage and higher liability limits. Your policy also provides no-fault medical coverage, so if a friend or neighbor is injured in your home, he or she can simply submit medical bills to your insurance company. This way, expenses can be paid without a liability claim being filed against you. It does not, however, pay the medical bills for your own family or your pet. Additional living expenses (ALE) ALE pays the additional costs of living away from home if you cannot live there due to damage from a an insured disaster. It covers hotel bills, restaurant meals and other costs, over and above your usual living expenses, incurred while your home is being rebuilt. Keep in mind that the ALE coverage in your homeowners policy has limits—and some policies include a time limitation. However, these limits are separate from the amount available to rebuild or repair your home. Even if you use up your ALE your insurance company will still pay the full cost of rebuilding your home up to the policy limit. If you rent out part of your house, ALE also covers you for the rent that you would have collected from your tenant if your home had not been destroyed.
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Greening Up the Office: How to Make Your Office More Eco Friendly

Today, you don’t have to be a sworn environmentalist to know the serious impact of climate change. While people are adopting ways to reduce their carbon footprint worldwide, it’s interesting how many still don’t consider offices as places where we should take equal action. This mindset mostly comes from the wrong belief that greening up the office is costly and difficult. However, on the contrary, any office space is full of opportunities to make a positive impact on the environment with minimal effort and we’ve put together this short guide to prove it. Prepare for Recycling Everyone is aware of the importance of recycling, but understanding how to do it correctly and developing the right attitude towards it doesn’t happen overnight. To make sure everybody is recycling used office supplies, you need to make it possible by implementing that action into a daily routine. You’ll accomplish that by placing a recycling center in a prominent location. If you don’t have enough room for a complete set of recycling containers, simply place a general recycling box inside the staff room and a paper one near the printers. Think About Paper We all know the negative impact of plastic, but we often overlook our paper usage although it equates to millions of cut trees, most of which end up in similarly huge quantities on landfills. Living in the digital age with digital pay stubs and cloud storage almost eliminates the need for paper and printers. But you need to think about it – if the printing of a certain document is truly necessary. All the inter-office communications can be done electronically and asking customers if they want their receipts before printing them you’ll realize that most of them don’t. There’s no need to print and distribute meeting agendas when you can display them via overhead projectors or mobile devices. Of course, there are some situations when it’s impossible to avoid printing, but there are clever ways to keep things green. Keep it sustainable by using recycled paper, printing on both sides, using multifunctional printers with energy-saving features instead of separate scanning and fax machines, and refill used toner and ink cartridges, or simply recycle them. Green Procurement Dealing with plastic means putting an end to the use of disposable items such as plastic bottles, cups, plates, cutlery, etc. This kind of thinking should be translated to all office supplies through green procurement, which means you’ll source and purchase only goods that have the least environmental impact. These green products range from natural cleaning products, across recycled materials, to staple-less pens and staplers that can be refilled instead of disposed of after one use. Cut down on the products with no green alternatives (rubber bands and the likes) or eliminate them completely. Pay Attention to Energy Usage There’s no need for electronic appliances to be on, all the time. Turn off computers when you’re not using them, and don’t forget to unplug all the appliances during the night to prevent the leaching effects of phantom power. For shorter breaks, you should enable the standby mode in your computer settings. New computers and monitors are more energy-efficient, so keep that equipment up to date. When replacing the older equipment, don’t simply throw it away – drop it off at an electronic recycling facility or donate to a nonprofit or charity. The same goes for lighting – turn off the lights when you’re not in the room and never leave them overnight. Swap regular incandescent bulbs for LEDs or CFLs as they use about 75% less energy for the same light output. If employees have problems with remembering to switch off the lights, motion-activated light switches are also a good investment since they’ll save energy automatically. Another trick is to go with lighter wall colours that will reflect the daylight and cut down the need for overhead lighting. Remember to adjust the thermostat up or down when the office is not occupied and make sure air conditioning systems are serviced regularly. Prevent heat loss from doors and windows by applying caulking and weather stripping. Don’t Forget Water Water also requires energy to be filtered and heated, so it’s equally important to conserve it. Just one leaking pipe can waste more than 2000 gallons per year, so make sure they can be turned off completely and fix all the continually running toilets. If you have old-style toilets and no means to replace them with new ultra-low-flush models, put soda bottles filled with sand into the tanks. This trick will make the tanks fill with less water instead of using around 7 gallons for a single flush. As you can see, it’s all about the change in mindset and incorporating simple steps into your routine that will form the relevant building blocks for the future. A little awareness will take you a long way – it will not only benefit the environment but also promote a healthy and positive working ethic and, crucially, save money in the process.
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What kids are telling us about their pandemic lives

As more children get to head back to in-person school after a year of virtual learning, they bring with them the lessons learned from a year of living under the threat of a once-in-a-century virus. Our kids have learned a lot during the pandemic. Many have gotten closer to their siblings and others fought more with them; they have loved spending more time with their parents at home and gotten sick of only having their families to talk to — just like adults. Some of these parents have cancer. Others are first responders or live with lupus or other health conditions. In quarantine, these children have worried about losing their parents to the pandemic. These kids have seen if their communities mask up and practice social distancing — and if those communities want to keep them safe — or not. “As a mom, I’ve seen firsthand how hard this past year can be for kids,” photographer Kate T. Parker told CNN. “My own two struggled, fought, learned and grew like so many others. It is hard to find an area of their lives unaffected by this pandemic. I was curious to hear from them, in their own words, exactly what they thought about life during quarantine. “Due to Covid-19, we’ve been forced to create smaller, safer worlds for ourselves. I was so thankful for this project to push out of our own bubble to safely see how other families and kids are experiencing this virus and the ensuing change of life,” she said. “Kids are overwhelmingly resilient. I remain in awe of their perspective and think Kaitlin really summed up the general response of the kids: ‘I learned a lot this last year,’ she told me. ‘Follow your dreams, and do it now. … Don’t wait, because you never know when you won’t have a chance.'” Here’s what several children told Parker about their lives during the pandemic. Kaitlin, 12: I have asthma. I’ve had it since I was a baby, so we had to be pretty strict in quarantine. It wasn’t all that bad, though. I learned how to skateboard and how to cook better. Also, because we had totally new routines, I formed a bond with people I might not have before Covid. I’ve gotten to know and make friends with people I might not have before this. I learned a lot this last year. Follow your dreams, and do it now. … Don’t wait, because you never know when you won’t have a chance. Abrianna, 13: When quarantine first started, I didn’t know what to do with myself. I was so busy before, running from school to dance practice to home. I realized I needed some hobbies. I started to learn how to do hair and make bracelets and put in extra work into my dance. And then two weeks turned into a month, and then we were out for the summer and now a year. I am actually happy to be virtual because my mom has lupus, and I don’t want to go to school then get sick, and then you pass that onto her and everybody else in the house. I did start to miss it some because it’s my last year before I graduate (from middle school), and I wanted to spend it there with my friends, but I’d rather be safe than sorry. Virtual is harder for sure, but I just focus on my work because if I do the work, I’ll have good grades, and it will make my parents proud. It can be lonely though, because sometimes, I’ll be honest, I don’t want to talk to my mom or I don’t want to talk to my dad. Sometimes I don’t even want to talk to my counselor at school. I’ve learned more this year about myself and about to not take things for granted — 2020 was a rough year, but I would rather say that it was a year that changed everything more than it was a bad year. Charlotte, 11: It was good and bad. The bad part was virtual school, which is really bad because it is annoying and boring. But the good part was I got to spend time with this little monkey (my sister). And I also learned how to finger knit and how to play soccer. So now my sister and I sit in bed together, listening to podcasts and finger knitting. I just wish everyone would wear masks and use hand sanitizer. Leela, 6: We moved to Atlanta in July, but before that we were in New Jersey. We had to stay in the house for five months straight and we couldn’t see my friends or my Nani or Grandpa. But, we did learn that we could slide down our front yard on cardboard boxes (in summer) and we made a fairy house in the basement. So, that was fun. Maddox, 7: Well, the pandemic has been hard for me. My dad is a doctor, so he couldn’t stay with us for three months at the beginning of the pandemic. It was just me and my brothers and my mom, he was trying to keep us all safe, especially me. I have leukemia, so we had to be really careful since I have to do chemo still. He’s back home now, which is good, and both my parents are now vaccinated. I also get to go to school in person, which is great. But, because of my cancer it’s not safe to go on the playground equipment. It’s hard when I see everyone having fun on the equipment. I have to stay on the ground. And just because I can’t go on the equipment, nobody plays tag with me. Like nobody ever tags me. But, my best friend Andrew is really nice to me. Yesterday I heard something on my mom’s phone, something that made me super happy. It said lots more people are getting the vaccine. I think that is good news. >>Read more
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BEST SPORTS FOR OVERALL FITNESS

Now a days there is no other way to stay fit yourself without doing some physical exercise and take some quality and good food regularly. And lot more people try to go gym for stay fit but in this article I try to introduce some sports which give you much benefits rather than regular gym. So don’t spend your quality time in gym center try to find some fun with game and reduce your body extra fat and stay health and fit for long. Swimming Swimming benefits is just unbelievable, Research say for every 1 hours perfect swimming you can burn 580 calories how amazing, isn’t it? If you have childhood experience to do swimming beside your home pond or river then this is your very good advantages. Swimming is not only complete physical exercise workout but also its very good sports for low stress activity and very good for your heart. It’s able to burn your body maximum calories and improve lung capacity, increase blood movement and strength your all body important muscles because if you observe swimming properly you can see when people do swimming their whole body working. Tennis Another sports which not only give you physical strength but also give you maximum fun as a very popular game now a days. Research say every 30 minute play tennis you can burn 285 calories when your weight 150 lbs., and if you weight is 200 lbs. its help you to burn 380 calories for every 30 minute. Tennis have 2 option to play single play and double and always try to play with single because it help you to burn more. So enjoy your sports and burn continuously calories. Martial arts & wrestling Wrestling is very good sports for improve fitness skills and it’s also help you to self defense mechanisms. Martial arts is another way to keep fit and for self-defense and its very popular and old method as well. There are lot of variation on martial arts like BJJ, MMA, Muay Thai etc. and every variation have different style if you want to more about martial arts you can visit website they introduce all kind of martial arts. Cycling I say it’s a morning workout exercise, people who are young and or middle age always try to go morning workout and some people are not able to go morning walking or running for different reason, but if you still want to stay fit you can choose cycling as a best workout with some great source of fun. Even, every year lot of organization open cycling event to take race in May and June you can also take participate regularly. Recharge say if your weight around 200 lbs if you complete 1mile with normal speed you can burn 60 calories, so now you can set 10 mile per day target easily or weekly 50 mile. Icy hockey Icy hockey is most popular game in USA, UK or European zone. But only big channel this game play young age or middle age because of it’s very risky for old age for injury issue. And other channel is you need to participate in a group not you able to play individually game. But as a popular game if you able then try to play ice hockey it’s very helpful for your physical health and burn some extra calories. Research say 125 lbs. person play ice hockey and expect burn calories is 475 calories after playing ice hockey only 1 hours. Ping pong Ping pong is another game which help you to burn 200 to 300 calories per hour playing, and the main benefits of this game you can play anywhere even small space because ping pong is a both indoor and outdoor game. In holiday or every day you can easily participate this game with your family member. It’s also safe and secure game for your family member and kids, very minimum injury record game is ping pong. So don’t worry about injury or cost just fun with your small kids or family member and burn some extra calories easily. To know more about ping pong game you can visit topicaltalks.com website they help you to give you proper guide and maximum. Final verdict Stay fit is not only depend on hard work it’s also depend on how smartly spend your daily life, how well food you take and how to do your exercise. Some people are really lazy to do physical exercise and some people are not able to do, so always try to do some exercise with fun and stay fit.
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5 Questions to Ask About Automated Machine Learning Before Implementing It

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