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How to Use Data Analytics to Improve Development and Design of e-Learning Platforms



Learning, development, and training programs are critical parts of an organization that wants to keep its workforce on its toes with the latest market trends and technological evolutions. However, successful and impactful learning and training programs are those that are designed, developed and managed in a way to increase employee productivity. 

The impact often measures the success of an e-learning platform it has on improving employee engagement, employee retention, and employee performance and productivity. All of this translates to a better run and a more efficient and competitive organization. 

Traditional methods of training and learning like PowerPoint presentations and self-assessments are no more sufficient in today’s age of rapidly evolving advancements in technology especially in fields like AI, Big Data and Data Analytics. Companies that rely solely on these traditional methods in today’s world are bound to find themselves at a significant disadvantage when compared to their peers.

According to research, students and, employees today require and demand intuitive and responsive learning and training opportunities from their institutions and employers respectively. The massive amounts of data available today allow for institutions and organizations to mold their learning platforms and present advantageous and pinpoint learning opportunity with a new level of ‘personalized e-learning’. 

With the help of data analytics, the information available today can be collected, interpreted, analyzed and presented in a way that turns a mediocre and mundane training program into a highly personalized, interactive and absorbing one.

Here are some ways to use data analytics to help improve the way e-learning programs and platforms can be designed and developed with today’s requirements in mind.

Strategic Solutions for Digital Learning Development

The benefits of institutional and corporate learning programs are best realized when learning program developers can modify and make use of data analytics to get a better and more detailed insight into the exact requirements. This acts as a guide to improve e-learning materials and make ensure education and training delivery is more efficient and yields better results.

According to Training Industry, data analytics and predictive analytics allows educational and business leaders to customize their training content to match the preferred learning method and style of each. Aptara’s advanced algorithms of e-learning tools are some in the market that allows leaders to get this done.

Using data analytics to improve the effectiveness and engagement of e-learning programs, especially in the corporate arena, allows organizations to enhance employee participation, interaction and engagement. This leads to a higher retention rate and, therefore, a higher return on investment for the organization.

Setting up a cloud environment can also help you boost the architectural design of your application. You no longer have to maintain a self-hosted server. Instead, you will have high-performant compute instances that scale horizontally and vertically. If you’re running on traditional servers, you will need a solid cloud migration strategy to help you through. You can run your analytics, data processing and batch jobs on your cloud server. The storage spaces are also cheaper and you can push your releases faster using the right workflow. 

Making Use of the Right Data Analytics

Perhaps the crux of the problem is not that educational and business leaders lack a general understanding of the benefit of big data and data analytics in e-learning solutions. The problem may indeed lie in the knowledge of how to analyze, aggregate, and utilize the correct set of information to their advantage.

According to a research conducted by Forbes, about 60% of survey participants said that limited access to data insights and data scientists and related skills has hampered them from efficiently realizing the advantages of big data and analytics. 

PC Magazine recently published an article which detailed the usefulness of using data and predictive analytics for a better insight into business intelligence for corporate as well as educational institutions. More importantly, it also discussed how the learnings from the various analytics exercises can help improve learning and training programs. 

Technological advancements in the field of deep learning, neural networking, and related machine learning areas can now take raw data and process them at a higher speed and accuracy than data scientists previously could. Teach leaders like Google and IBM have taken the lead in using these advancements to improve upon their internal and external e-learning platforms.

Harness the Expertise of a Third-Party Supplier

Many organizations and institutions are strapped for resources, time and skills to make practical application of innovations in e-learning software and tools. As mentioned before, the development and design of learning programs and corporate training needs to be specific and tailored to the individual’s needs.

Initiatives concerning instructional design should not be kicked-off without first ensuring that the technology, tools, and analytics related to content development will result in learning and training material that will be beneficial to all members.

Just by providing training and learning material does not necessarily mean that members of an institution or organization will glean the information required of them. To ensure that these materials translate into successful learning for users, the right content needs to be used in an engaging format. 

A variety of modalities need to be used for different e-learning platforms that can offer many simulations and formats of content delivery. This would make sure that the appropriate audience can access the required material via a form or channel that they connect with the most.

Thinking Design when Developing e-learning Platforms

The recently popularized idea of combining design thinking with decision science results in an intuitively designed, interactive and engaging e-learning platform. It not only provides a practical as well as a creative way to impart information but also ensures the audience using the learning and training platforms remain at the focus through the entire development stage. 

The challenge, however, lies in the fact that following an analytics-driven solution instinctively uses statistical techniques, data, and solutions. If we ensure that the design in any analytics-driven e-learning projects is a priority from the get-go, we should be able to get the right balance of technical feasibility, sensibility, consumer requirements as well as business viability.

Design thinking is not a new concept per se and has been included in the development of many different products and platforms other than e-learning. The essential principle of design thinking is that it keeps the user and their requirements as the focal point when developing a new product, solution or platform. It considers questions like ‘who are we designing for?’, ‘what is the problem the user is facing?’, ‘how can we improve the productivity, effectiveness, and engagement of the existing product or platform?’ etc.  

Blending Designing Thinking with Analytics

Design with data analytics can influence the user’s engagement level while also ensuring that the right audience is reached using the format they are most connected with. The end product can be incredibly revolutionary and uncover earlier unknown opportunities for institutions and organizations to reach & engage with a larger user base at a more emotional level.

Additionally, it may also be able to – 

  1. Create a new and creative user-focused design
  2. and development process
  3. Use high quality and profoundly analyzed data and use it to create a product or platform that addresses the requirements of users at an individual level
  4. Unlock potentially fantastic business benefits as well as opportunities
  5. Ensure user focus and centricity at all times.

Use Cases for Analytics and Design

In addition to educational and training platforms, many different industries from financial services, to manufacturing, to retail and telecom are starting to understand how crucial design is especially when used in conjunction with big data and analytics. This is mainly in the field of customer focus, reach, engagement and retention.

For example, IBM is collaborating with different organizations to deploy IBM Design Studio and IBM Big Data Platform. It has also developed an innovation framework known as IBM Design Thinking which places the user at the forefront of innovation efforts to solve existing problems.

The combination of Analytics and Design has helped users and customers become a part of the innovation process. From the initial stage of envisioning customer experience to the stage of product planning and release, design thinking and analytical solutions help churn out answers from ideas.

To conclude, the idea of analytics and design thinking is focused mostly on action-oriented solutions and processes. The two can be applied quite easily by people who may not be designers or data scientists. 

In addition to e-learning platforms, analytics and design can help in a big way in a multitude of different businesses, industries, and verticals that wish to keep the user or consumer at the forefront of their offerings. 

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The Difference Between FIFO and Source Advisors LIFO Accounting



LIFO accounting, or Last-In First-Out accounting, is an inventory management and financial method used to record the cost of goods sold and inventory purchases. It assumes that the most recently purchased or produced items are sold first, so for the purposes of accounting, costs associated with those items are accounted for first. The cost of older, earlier purchases or production is accounted for at a later date. This method can be used with physical items or financial instruments such as investments and stock options.

Source Advisors LIFO Accounting creates an accurate picture of current costs associated with inventory purchases, which makes it useful for pricing and budgeting. The method also ensures that current profits are reported accurately, since all current costs are accounted for. That said, it can also lead to lower taxes due to the deferred cost of older inventory purchases or production not being counted in taxable income.

LIFO accounting is used as a supplement to other methods such as FIFO (First-In First-Out) and Average Costing, to provide a more comprehensive view of inventory and asset management. LIFO can be used to manage both physical and financial assets, so it’s a versatile accounting tool that can provide valuable insights into the finances of any business.

Overall, Source Advisors LIFO accounting is an important tool for businesses of all sizes since it allows them to accurately track costs and ensure that current profits are reported accurately. By taking advantage of this method, businesses can gain better insights into their finances and make more informed decisions about inventory management and budgeting.

LIFO and FIFO: Similarities and Differences

The main difference between FIFO and LIFO accounting is how inventory costs are assigned to the goods that have been purchased or produced. FIFO stands for “first-in, first-out” and assumes that the oldest items in inventory are the first to be sold, so the cost of those items is assigned to the goods sold.

FIFO accounting, or First-In First-Out accounting, is an inventory management and financial method used to record the cost of goods sold and inventory purchases. It assumes that the oldest items in inventory are the first to be sold, so the costs associated with those items are accounted for first. This method is especially useful when dealing with products that experience frequent price fluctuations, since the cost assigned to goods sold is the original purchase price

LIFO, on the other hand, stands for “last-in, first-out” and assumes that the most recently purchased or produced items are the first to be sold, so their cost is assigned to the goods sold. Both methods provide an accurate picture of costs associated with inventory purchases, but they can lead to different results in terms of taxable income.

Despite their differences, both LIFO and FIFO have a few similarities. Both methods provide accurate pictures of costs associated with inventory purchases and ensure that current profits are reported accurately. Additionally, both methods can be used to manage physical or financial assets, making them useful for a variety of businesses.

Overall, both LIFO and FIFO are important accounting methods that can be used to gain insights into the finances of any business. By taking advantage of both methods, businesses can get a more comprehensive view of their inventory management and budgeting needs and make better decisions about how to allocate resources.

Source Advisors LIFO Accounting: Why Use LIFO Accounting Method

Source Advisors LIFO accounting is an effective tool for businesses of all sizes, as it can provide valuable insights into the costs associated with inventory purchases and production. This method ensures that current profits are accurately reported, since all current costs are accounted for. Additionally, by using this method, businesses can get a more comprehensive view of their finances and make better decisions on how to allocate resources.

Utilizing the Source Advisors LIFO accounting method can also provide tax benefits, as it allows businesses to defer taxes due to the costs of older inventory purchases or production not being counted in taxable income. This helps businesses save money and increase their profits.

Overall, LIFO is an important accounting method for businesses of all sizes. By taking advantage of this method, businesses can gain better insights into their finances and make more informed decisions about inventory management and budgeting.

Source Advisors LIFO Accounting: LIFO Accounting Features

LIFO accounting is a useful tool for businesses of all sizes, as it allows them to accurately track costs and ensure that current profits are reported accurately. This method also provides tax benefits by allowing businesses to defer taxes due to the costs of older inventory purchases or production not being counted in taxable income.

The main characteristics of LIFO accounting include the following:

  • Assumes that the most recently purchased items are the first to be sold, so their cost is assigned to the goods sold.
  • Allows businesses to accurately report current profits and gain useful insights into costs associated with inventory purchases. Accurately reporting current profits is essential for businesses of all sizes as it helps them gain a better understanding of their finances.
  • Provides tax benefits by deferring taxes due to the costs of older inventory purchases or production not being counted in taxable income. One of the major advantages of utilizing the LIFO accounting method is the potential for tax benefits. This method allows businesses to defer taxes due to the costs of older inventory purchases or production not being counted in taxable income. This helps businesses save money, increase their profits, and maintain a higher level of financial security.
  • Can be used to track physical or financial assets, making it useful for a variety of businesses.

Tracking physical or financial assets in a business can provide numerous advantages. Firstly, it enables businesses to gain greater insights into their finances and develop better strategies for spending and budgeting. By tracking both physical and financial assets, businesses can identify areas where they are spending too much on certain items, such as inventory purchases, and make adjustments to ensure that they are spending their money in the most efficient way possible.

Using LIFO can help businesses save money and increase their profits, as well as gain valuable insights into the finances of any business. By taking advantage of this method, businesses can make better decisions about how to allocate resources.

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Navigating Online Sales: Tips And Tricks For Scoring The Best Deals On Fashion Brands




Online sales have become increasingly popular in recent years, offering shoppers the chance to score amazing deals on their favorite fashion brands from the comfort of their own homes. However, navigating the world of online sales can be overwhelming and challenging, with countless websites and promotions to sift through. 

This blog post aims to provide helpful tips and tricks for finding the best deals on fashion brands during online sales, ensuring you make the most of your shopping experience and secure the most incredible bargains.

Research And Preparation

To make the most of online sales, it’s essential to be prepared and conduct research before diving into shopping. Here are some key steps to consider:

Create a wishlist

After you check out what’s available, make a list of the items or brands you’re interested in purchasing, which will help you stay focused during sales and avoid impulse buys.

Compare prices

Check various websites and retailers to compare prices and deals, ensuring you get the best possible offer for the items you desire.

Sign up for newsletters

Many fashion brands and online retailers offer exclusive deals and early access to sales for newsletter subscribers. Sign up for your favorite brands’ newsletters to stay informed about upcoming promotions and discounts.

Timing Is Crucial

When it comes to online sales, timing plays a significant role in securing the best deals. Keep these tips in mind:

Shop during off-peak hours

Shopping during off-peak hours, such as early morning or late evening, can increase your chances of finding items in stock and securing the best deals, as there may be less competition from other shoppers.

Be aware of sale seasons

Online sales typically occur during specific seasons or holidays, such as Black Friday, Cyber Monday, and end-of-season sales. Keep track of these sale events and plan your shopping accordingly.

Utilize price drop alerts

Many websites and apps offer price drop alerts, notifying you when the price of a specific item decreases. Set up price drop alerts for items on your wishlist to increase your chances of scoring a great deal.

Maximize Savings With Coupons And Cashback

To further enhance your savings during online sales, consider using coupons and cashback programs:

Search for coupon codes

Many websites and browser extensions aggregate coupon codes for various retailers, helping you find additional discounts and deals. Before making a purchase, search for coupon codes to apply at checkout.

Utilize cashback websites and apps

Cashback websites and apps reward you with a percentage of your purchase back in cash or points, offering another way to save. Sign up for cashback programs and shop through their portals to maximize your savings.

Don’t Forget About Shipping Costs And Return Policies

Shipping costs and return policies can significantly impact the overall value of a deal. Keep these factors in mind when shopping online sales:

Look for free shipping offers

Many retailers offer free shipping during sales events or when you meet a minimum purchase threshold. Make sure to factor in shipping costs when comparing deals, and take advantage of free shipping offers when possible.

Review return policies

Before making a purchase, review the retailer’s return policy, especially for sale items. Some retailers may have more restrictive return policies for discounted items, so it’s essential to be aware of these terms before completing your purchase.

Stay Safe And Secure Online

While hunting for the best deals, it’s crucial to prioritize online safety and security:

Shop on reputable websites

Stick to well-known and reputable websites when shopping online sales to avoid potential scams or fraudulent activities.

Use secure payment methods

Opt for secure payment methods, such as credit cards or payment platforms like PayPal, to add an extra layer of protection to your transactions.

Protect your personal information

Be cautious when providing personal information online, and ensure that the websites you shop on have secure, encrypted connections to safeguard your data.

Navigating online sales for the best deals on fashion brands can be a rewarding and exciting experience if approached strategically and with preparation. By conducting research, shopping at the right times, maximizing savings through coupons and cashback programs, and paying close attention to shipping costs and return policies, you can secure incredible bargains on your favorite brands. Furthermore, prioritizing online safety and security will help ensure a positive and protected shopping experience. Keep these tips and tricks in mind as you explore the world of online sales, and you’ll be well on your way to scoring the best deals on fashion brands

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How to Choose the Best Solar Installer




Did you know that about 2.8% of the electricity generated in America is powered by solar energy?

With the rising cost of energy and the increasing demand for renewable sources, many people are looking to solar power as a practical choice

But with so many solar installers out there, it can be hard to know who you can trust with such an important job. You want someone reliable and knowledgeable that will get the job done right.

Fortunately, we have some tips on how to choose the best solar installer in your area so you can make sure your installation is done correctly and efficiently.

What Is Solar?

Solar power is energy created by harnessing sunlight and converting it into electricity. Solar energy has become increasingly popular because of its cost-effectiveness, cleanliness, and sustainability.

When considering solar power for your home or business, working with a reputable installer can ensure that you get the most out of your system.

Types of Solar Companies You May Find

There are many types of solar companies that you can find in your area. Some of the most common include:

Solar Panel Equipment Manufacturers

As one of the most popular forms of renewable energy, solar power requires specific knowledge and equipment to get it up and running. That’s where solar panel equipment manufacturers come in.

Working closely with leading installers, solar panel manufacturers offer a range of products designed to meet the needs of both businesses and homeowners looking for eco-friendly solutions.

With their experience and expertise, these companies can provide customized services that not only reduce installation time but ensure your system will be optimized to maximize efficiency.

So if you’re considering going solar, make sure your installer uses high-quality products from trusted solar panel equipment manufacturers.

Solar Panel Installation Companies

Solar panel installation can be a complicated process and, given the ever-evolving state of the technology, you want to make sure you go with a reputable company. Thankfully, many companies specialize in solar panel installation and maintenance.

With their extensive knowledge and experience working with top-tier products and brands, they can help guide customers through the entire process, from choosing the right system for your situation to the successful completion of installation.

Finding reliable solar panel installers is essential if you want an efficient system that will serve you well for years to come.

Solar Financing Companies

Solar financing companies make it easier than ever to switch to greener energy- the days of shelling out above-market costs for the installation of solar panels are long gone. With a loan or lease from a solar financing company, you can install panels that generate clean, sustainable energy with predictable monthly payments.

You can even take advantage of government tax rebates and renewable energy incentives to lessen your burden even further. Solar financing companies provide help and support every step along the way – as well as simplify the paperwork associated with making the switch to clean, renewable power.

Solar Maintenance Companies

To reap the greatest energy-saving benefits of your solar panels, it’s important to keep them well-maintained. Premier solar companies provide comprehensive maintenance services to ensure that your system is running at optimal levels and ready to generate as much power as possible.

Regular inspections ensure everything is functioning properly and will catch any potential issues before they arise, while thorough cleanings remove any dirt or debris that can accumulate over time and impact the performance of your system.

In addition, should anything break down, these solar maintenance companies can provide expert repairs with minimal disruption so you can be back up and running in no time.

Solar Lead Generation Companies

Working with a solar lead generation company can be an excellent way to find the right installer and get your solar project off the ground. Such companies have chosen this type of work because of their extensive networks and experience in the industry.

They use these connections to ensure that you’re connected to the ideal installer – one who fully understands your needs, and provides dependable service. Solar lead generation companies save you time by doing all the legwork for you, taking care of every step from contacting potential installers to verifying references and more.

In addition, they can even compare rates from different installers before connecting you with one that meets your budget requirements.

Solar Panel Dealers

Homeowners and businesses interested in making use of solar energy should seek out quality solar panel dealers. Skilled in the installation, repair, and maintenance of solar systems, these experts are knowledgeable about the different brands, designs, and types of products available on the market.

By partnering with a trusted dealer, customers can acquire panels that meet their needs most efficiently and cost-effectively. Solar panel dealers can also offer specific advice on how to get state and local rebates that add to the value of purchasing and installing panels.

Finally, they are often able to provide long-term financing options that make a solar-powered home or business more affordable.

Full-Service Solar Providers

Having access to a full-service solar provider gives you incredible peace of mind. Knowing that you have an expert team at your disposal who can craft a customized solar plan to meet your exact needs, then install and maintain the system, is a fantastic benefit.

In addition, many full-service solar providers offer an array of aftercare services ranging from emergency repairs to preventive maintenance. With this type of comprehensive service package in place, you can know that your solar system is always running safely and reliably.

To understand the costs of solar panel installation, check out

How to Choose the Best Solar Installer

Now that you know what types of companies are available, it’s time to learn how to choose the best solar installer. Here are the key factors to consider when selecting a solar company:

Reputation and Experience

The first factor to consider is the reputation and experience of the solar company. Make sure that you choose one that has been in business for many years and has a proven track record of success.

Certifications and Accreditations

It’s important to make sure that the solar company is properly certified and accredited by industry organizations like NABCEP (North American Board of Certified Energy Practitioners). This will ensure that they are knowledgeable and experienced in solar installation best practices.


The cost of the installation is an important factor to consider when picking a solar installer. Make sure you compare different companies’ prices so you can get the best deal possible.

Customer Reviews

Check out customer reviews online to see what others have said about the solar company you’re considering. This should give you a good idea of their level of customer service and quality of workmanship.

5 Questions to Ask Every Solar Installer

Now that you know what to look for in a solar installer, there are still some important questions to ask before making your final decision. Here are five must-ask questions to help you find the best solar company:

1. What is the total cost of installation?

When selecting a solar installer, make sure you know the total cost of installation, including all labor and materials. This will help you compare different companies’ pricing and choose one that fits your budget.

2. What types of equipment do you offer?

Ask about the type of solar panels and other equipment available from the company. Make sure they offer quality products from reputable manufacturers with warranties and certifications.

3. How long have you been in business?

Find out how long the company has been in business to get an idea of its level of experience and expertise in solar installation projects. The longer they’ve been around, the better!

4. Are you certified or accredited by any industry organizations?

It’s important to choose a company that is certified or accredited by an industry organization like NABCEP. This will give you peace of mind knowing that you’re dealing with a professional and experienced solar installer.

5. Do you offer any guarantees or warranties?

Finally, make sure the solar installer offers some sort of guarantee or warranty on their services and products. This will ensure that your system is installed correctly and works as expected for years to come.

By asking these five questions, you can be sure to find the best solar installer for your needs. With the right company in place, you’ll be able to enjoy all the benefits of going solar without any headaches!

Find the Right Solar Panel Installer Today

Choosing the right solar installer is essential for a successful installation. Doing your research, reading reviews, and asking questions can help you find an experienced professional who will ensure that your solar system works as intended.

It’s important to select a company with good customer service so they are available to answer any questions or concerns you may have in the future. By taking these steps, you’ll be able to make sure that your home has the best possible solar energy solution at an affordable price.

With some careful consideration and research, finding a reliable and trustworthy solar installer doesn’t have to be difficult!

To learn more, check out our blog for more articles like this!

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