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Ramsha Khan
Oct 30, 2025
Remote Patient Monitoring & Telehealth Platforms: Building Scalable Systems
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Best Python Libraries for Machine Learning
Machines are getting smarter day by day. They can automatically find repeated patterns with basic data observations, and make informed decisions without any human interference.
Machine learning’s exponential growth is largely driven by various open-source tools which make it much easier for Python developers to familiarize themselves with this language and adapt accordingly. For a long while now, Python has become a charmer to data scientists.
In the early years, people used to execute Machine Learning activities by coding all the algorithms and mathematical and statistical method manually. This made the process slow, frustrating and time consuming. But in the modern days, different python libraries, frameworks, and modules have made it very simple and efficient compared to the older days. Today, Python is one of the most successful programming languages for this role and it has surpassed much of the industry’s languages, one explanation is its extensive collection of libraries.
Python owns a wide collection of data types and data structures. But nevertheless, it wasn’t designed for Machine Learning per say. Numpy is a library that handles data, particularly one that helps us to manage large multidimensional arrays along with a huge collection of mathematical operations.
Numpy is not only a library known for its multidimensional data processing capabilities. It is also recognized for its execution speed and ability to vectorise. It offers the functionality of MATLAB style and thus needs some preparation before you can get confident. It is also a core dependence for other commonly used libraries, such as pandas, matplotlib, etc.
TensorFlow is an end-to-end python machine learning library to run numerical high-end computations. TensorFlow can accommodate deep image recognition neural networks, handwritten digit identification, recurrent neural networks, NLP (Natural Language Processing), term embedding and PDE (Partial Differential Equation).
TensorFlow Python offers excellent architecture support to allow fast computation deployments over a wide range of platforms, such as desktops, servers and mobile devices.
Abstraction is TensorFlow Python’s main appeal towards machine learning and AI projects. This feature allows developers to focus on the application’s comprehensive rationale rather than dealing with the tedious details of implementation algorithms. With such a library, python developers can now leverage AI and ML efficiently to create unique, responsive applications that respond to user inputs including facial or voice speech.
Theano is another fantastic computational framework for computing multidimensional arrays that comes in handy. Theano integrates closely with Numpy, which can handle data-intensive computations relative to a typical CPU.
While the library has similarities with Tensorflow, in terms of fitting into production environments, leaves much to be desired.
Theano is a popular python library used to efficiently describe, evaluate and optimize mathematical expressions concerning multi-dimensional arrays. It is done by optimizing CPU and GPU utilization. It is widely used to identify and detect different types of errors for unit-testing and self-verification. Theano is a very multifunctional library that has long been used in large-scale computationally intensive scientific projects but is easy and open enough for people to use it for their own projects.
Keras is a leading open-source Python library written to build neural networks and projects of machine learning. It can run on Deeplearning4j, MXNet, Microsoft Cognitive Toolkit (CNTK), TensorFlow or Theano. It provides nearly all standalone modules including optimizers, neural layers, functions for activation, schemes for initialization, cost functions, and regularization schemes. It makes adding new modules quick much like adding new functions and classes. Seeing that the model is already specified in the code, you do not need to provide separate config files for the model.
Keras makes designing and developing a neural network easy for beginners in machine learning. Keras Python also addresses convolution neural networks. It requires normalization algorithms, optimizer layers, and activation layers. Rather than being an end-to-end Python machine learning library, Keras works as a user-friendly, extensible interface that improves modularity and total expressiveness.
Pandas is an open-source Python package offering high-performance, easy-to-use data models and data analysis tools for the Python programming for the labeled data. Pandas stands for Python Data Analysis Library.
Pandas is a handy tool for munging or wrangling data. This is programmed to manipulate, read, compile, and visualize data quickly and efficiently.
Pandas take data into a CSV or TSV file or SQL database and create a Python object called a data frame with rows and columns. The data framework, say Excel or SPSS, is very similar to a table in statistical software.
Developed on top of NumPy, the SciPy library is a set of subpackages that help to solve the simplest statistical analysis-related problems. The SciPy library is used to process the array elements defined using the NumPy library, thus it is often used to compute mathematical equations that cannot be achieved using NumPy.
Scipy works alongside NumPy arrays to offer a framework that delivers numerous mathematical approaches such as numerical integration and optimization. It has a sub-package collection which can be used for vector quantization, Fourier transformation, integration, interpolation, etc.
Scipy presents a complete stack of Linear Algebra functions used for more complex computations such as clustering using the k-means algorithm, and so on. Moreover, it supports signal processing, data structures and numerical algorithms, creating sparse matrices, etc.
Saima Naz
Mar 20, 2020
10 WooCommerce Plugins to Go For in 2020
Plugins let you add new features and expand your business. It’s much easier to have a thriving online store when you are using the right tools. In this blog, we will share the best WooCommerce plugins that are used and loved by hundreds of effective ecommerce store owners.
WooCommerce is one of WordPress’s most common ecommerce plugins that you can use to build an online store. The plugin includes many of the necessary features to ease the process of creating an ecommerce website.
One of plugin’s key benefits is that you don’t need to have vast technological expertise to handle them. Installing and configuring a plugin for WooCommerce is an easy task you can do on your own. Now it’s incredibly important to choose the best plugin for your store, because badly coded plugins will cause trouble on your website.
Below, we have provided you with a comprehensive list of the best WooCommerce plugins you can add to your online store.
OptinMonster is one of the best WooCommerce plugins available on the market, and the most powerful lead generation software.
OptinMonster comes with highly advanced features like the Exit-intent technology, its iconic feature. It is an advanced behavioral technology that tracks the web visitors’ activity, which prompts them with a targeted campaign at the particular time when they are about to leave the website.
This feature can be used to reduce cart abandonment and improve sales in your WooCommerce store.
You need to focus on the SEO of your site if you want your website to be found in search results. If you are already using the famous Yoast SEO plugin, you might also want to check out WooCommerce SEO, the “glue” which holds WooCommerce and your SEO plugin together.
This marketing tool not only optimizes the website such as the free Yoast SEO plugin, but also takes it a step further and optimizes it for WooCommerce itself. This gives the marketing strategies the push necessary to take the competition forward.
You can share products as Rich Pins on Pinterest for better visibility and sharing of experiences. Exclude irrelevant details about the sitemap of your shop which may interfere with proper indexing and search rankings, and a lot more.
If you’re planning to maximize your SEO initiatives, consider investing in this WooCommerce SEO plugin.
WooRewards plugin allows you to make an online store reward system. You can give your customers more incentive to make transactions with this reward system while making them more loyal to your brand.
This is how it works: you pick how much money a customer wants to spend on earning points, how many points a customer requires to make a coupon, and how much value each coupon has. Your buyers will then get updates that provide them with all the information they need to begin using the new system of rewards. There is even a pro version which offers additional features, such as visualization of points and a loyalty level system.
Beeketing plugin for WooCommerce brings growing marketing and sales approaches into one package, giving WooCommerce business owners a full marketing automation suite. It is developed by Beeketing-a forum for ecommerce websites for marketing automation.
There is a lot of work involved in e-commerce marketing, so we like plugins that allow you to manage a number of tasks. For example, beeketing for WooCommerce is an all-in-one marketing platform which can automate product purchases, add stock indicators, provide discounts, optimize your web store, and more. The plugin is free but, for extra features, you can purchase extensions.
You will see a list of various apps within the plugin, each with a distinctive collection of features helping to raise conversion levels in the selling funnel at different stages.
To ensure a decent conversion rate your checkout page is extremely important. Therefore, the fields you’re showing on the checkout page will comply with the customer expectations. You can add, remove and rearrange fields on your checkout tab, using this plugin. The extension provides several fields including text input, checkbox, date picker, drop-down etc. When it is important for your store strategy, you can even shift the position of the core WooCommerce fields.
YITH WooCommerce Quick View lets you create a quick view option to products from WooCommerce. It is among the best plugins in WooCommerce to boost sales. A quick view helps the customers to see images of a product with a click or a mouse hover instantly.
This feature saves a lot of time of your customers by not having to load a new page for each product that heightens their interest. It improves customer engagement and helps improve sales at your store.
YITH WooCommerce Wishlist plugin enables you to save products to the wishlist. They can make the order later using the wish list or share their wish list with friends and family.
This is a great addition to your online store as people make their shopping lists and buy gifts during busy holiday seasons.
This basic plugin will significantly improve the buying process on your WooCommerce site. As we know, the WooCommerce plugin’s default order mechanism is very simple, but a few significant, modern requirements are lacking.
This plugin incorporates incredible features such as the ability to allow or disable additional columns, the reorder option on the order page, the potential to merge more than one order, the personalized order status, and more.
If you are the owner of an e-commerce store using Mailchimp, you will want to make absolutely sure that you use Mailchimp for WooCommerce.
For your Mailchimp account, you can synchronize the purchasing details of your WooCommerce customer and use it to deliver targeted campaigns, irrespective of how they buy from your online store or storefront.
Besides that, you can even send follow-up emails after purchase, suggest products, and even retrieve abandoned carts emails.
Whenever there is a new release or you want to announce something important, a good notification bar will make the process even simpler for all your visitors to make sure the announcement is noticeable.
Custom Notifications has been one of the best available notification bar plugins. It comes with a lot of great settings to make sure you can set up the notification according to the requirement. You can set the notification bar color scheme to seamlessly blend with your theme.
You’re going to have the settings to display the bar or hide it depending on a variety of different parameters. For instance, you can add different goals to your bar as well as use this bar as in the email opt-in feature if you prefer.
The plugin is a completely responsive interface that you can open up to 18 social media sites and more with those bars you will create.
Saima Naz
Mar 19, 2020
Top 7 SEO Tools to Support Your Website Ranking
With an almost endless number of websites nowadays, getting good traffic is extremely difficult unless you use suitable SEO tools. There are many such tools available on the market, but people sometimes feel confused when it comes to finding the most appropriate solution to their needs.
It can be hard to master SEO optimization, particularly if you’re just starting out. Optimization of search engines can be difficult, especially given the ever-changing algorithms of search engines. With the right set of SEO optimization tools, despite the frequent algorithm updates, you will be able to increase your site traffic.
When you implement the right SEO techniques, the website will be able to rank high in searches, gaining higher visibility and more targeted traffic—a higher ranking contributes directly to more visitors. These useful tools will help you boost your online presence, achieve a higher ROI, and gain more revenue in the long run.
You want to produce quality content focused on high rating keywords, but it would require time-consuming and extensive work to identify them. When it comes to keyword research, using the right SEO tools can save you a lot of valuable time.
They can also help you optimize your content, so you can gain credibility and authority on the web. In fact, SEO tools help you to research the competitors closely to ensure you’re still one step ahead of them.
We have compiled the best SEO tools to make things easier for you.
Ahrefs is among the most popular web SEO tools. After Google, it is the second-largest crawler of websites. Ahref’s Site Audit feature is known to be the best SEO analytics tool today. It lets you highlight the areas of your website that require changes and upgrades. It amazingly helps you achieve higher ranking in search engines.
You can also use Ahrefs to sneak into the backlinks of your competitor. It will give you a starting point for launching your own brand. Marketers use Ahrefs to identify the content that is most relevant to within a specific niche.
Google Search Console (GSC) offers novice webmasters an outstanding way to get started with SEO.
And if you’re not headstrong at SEO, whatever the size of your web or blog, the first port of call will be Google’s laudable Search Console (formerly Webmaster Central) and the countless user-friendly tools under its hood.
The tool suite provides you with valuable information about your site at a glimpse: it will assess the efficiency of your site and detect any potential problems to configure (such as harmful spam links). It helps ensure that your site is Google-friendly and track the indexing of your site by Google.
If your platform has incurred a penalty, you may also record spam and seek reconsideration. Furthermore, if you don’t consistently refer to their Webmaster Guidelines, well, you’ve just got to excuse yourself if you go wrong. Search Console is continuously being updated, and new updates are on the way, such as new URL inspection tool or new sitemaps reporting.
The SEO community enjoyed using the SEO tools of SEMRush marketing. SEMrush is fan’s favorite and experts, who have admired it for the impressive features.
You can quickly review the ranks, ranking improvements and potential opportunities for improved ranking captures. The Domain Vs Domain feature offers you an in-depth overview that helps you to equate your domain with competitors.
The On-Page SEO Checker tool helps you to monitor your rankings effectively, and provide recommendations about how to boost the performance of your website.
Moz Pro is a SEO tool kit that focuses on helping you improve traffic, rankings and visibility throughout search engine results.
Key tools include the ability to use the Moz Pro spider to audit your own site, which should highlight potential problems and recommend actionable insights. There is also the ability to track the rankings of your site over hundreds or even thousands of keywords per site.
There’s even a keyword research tool to help decide which keywords and keyword variations are better for targeting and there’s also a backlink analysis tool that combines a variety of metrics like anchor text in links as well as estimated domain authority.
Pricing for Moz Pro starts at $99 a month with the Premium package including the basic tools. The Medium package provides a wider variety of features for $179 a month, plus there is a free trial.
If you don’t sign up with Moz Pro, there are a variety of free tools available. There is also a huge community of support willing to offer assistance, advice and guidance around the spectrum of search marketing issues.
An SEO keyword tool such as KWFinder lets you find long-tail keywords that have lower competition levels. The professionals use this SEO tool to find the best keywords and run analysis on backlinks and SERP (Search Engine Results Page).
Their Rank Tracking tool helps you to quickly determine your ranking while measuring one key metric for your improvement. And, if that’s not enough, you’ll get a lot of new ideas for keywords to help you rank the site even higher.
Created by Neil Patel, it is a keyword-finding tool that lets you find keywords and the search intent behind them by showing them the top SERP ranks.
From short to long-tail phrases, with hundreds of recommendations from this free fantastic keyword tool, you can find the best keywords to use on your website. The keyword volume, competitiveness, CPC, and seasonal trends are the metrics that they include in their report. The tool will help PPC teams decide whether a keyword is worth promoting and how competitive it is for both organic, SEO and paid.
BuzzSumo helps you analyze which category of content works best for any topic and breaks down performance across blogs, keywords, etc. through various metrics. You begin by entering your keyword in the search box, and then find out what content is best for it.
You will also find key influencers to support your content and you can use email outreach to pitch to them. You just need to enter the topic you are working on to find a high-performing headline. It’ll send you a rundown of any topic’s most popular titles, sorted by the number of social shares.
Alerts can be created with any keyword related to your brand, which will keep you on top of new and trending content.
Saima Naz
Mar 12, 2020
Why You Should Use Cloudflare
Implementing Cloudflare is no doubt one of the simplest ways to optimize and add security to your website. Cloudflare is a CDN (Content Delivery Network), and Security Company aims to supercharge and secure online infrastructure for small to enterprise level businesses. It serves as a middle layer between your actual hosting provider and the user using the name of your domain, who browses your website.
It caches your website’s static resources, letting your website load faster and puts on less web hosting load. It’s the CDN that’s in the center of your domain name and web host.
One of Cloudflare’s significant benefits is the free CDN. Integration is easy and does not change the image URL or show URLs like cdn.domain.com. Cloudflare is absolutely free to start, while other CDN services cost money.
You do not need to do any code changes, or install any software. Just set up an account and choose which domains you would like to secure. You’ll experience superior performance of the website in as little as five minutes.
As the traffic on the website is filtered only valid traffic flows. Therefore, the hosting resources will be used by the actual customers with better speed. In addition, Cloudflare caches the static content and supports it by requesting it from the host each time. So, to serve the content the host needs less processing.
Google Analytics or any other analytics you will use in HTML are based on the fact that users have JavaScript enabled and the page loads to the point where the tracking code is accessible. With Cloudflare, analytics are much more precise than JavaScript-based stats as they catch all of the traffic stats that JavaScript may lose due to blocked JavaScript content or page not loaded fully.
The entire traffic does not head to host. So, one can save on the bandwidth of spammers and hackers that you would otherwise waste. In addition, the static content delivered as cached from Cloudflare would still be saved on the hosting bandwidth.
If you have multiple images on your website then Cloudflare Polish may dynamically adjust them for quick loading to a smaller size. You can choose either lossless or lossy compress.
Polish supports WebP compression as well and is accessible from the PRO package. Additionally, you should link to this for learning how to compress images for WordPress, Joomla or other website platforms.
DDoS and DoS are blocked by Cloudflare. DDoS is an attack on the website that sends out too many automated requests from various locations to render it down.
If the hacker knows your IP address, Cloudflare can’t fully protect the server from DDoS since the attacker targets IP that explicitly bypasses the Cloudflare. The workaround would be to change the IP address and only use the new IP address in Cloudflare.
If a platform receives too many DDoS attacks, then using Cloudflare makes sense.
Not only is it improving your website hosting experience, but you are accessing a growing international user community. An attack on any user is immediately identified and consequently blocked for the entire community. Cloudflare helps you protect against numerous threats, be it cross-site scripting, spam comment, SQL injection, excessive bot crawling, harvester emails, etc. It will deter most attacks automatically without the complicated configurations needed for other security plugins and tools.
Saima Naz
Mar 9, 2020
Uses of AI in the Health Sector
Artificial intelligence is transforming numerous fields of the healthcare industry. From robot-assisted surgeries to simulated nurse assistants or helping identify diseases, AI is providing improvements in general care, diagnosis and treatment.
A staggering 20% of healthcare spend is wasted globally, but AI is capable of improving treatment results by 30-40 percent, reducing costs by as much as 50%.
Here are some key uses of AI in health sector:
Saima Naz
Mar 6, 2020
Best Ecommerce Platform for Drop-shipping Business in 2...
Drop shipping is a process of order fulfillment where retailers do not house inventory explicitly but instead use wholesalers or manufacturers to distribute straight to the customers. This often comes with a range of benefits, including:
The main difference between dropshipping and conventional shipping is that the retailer excludes the use of additional space which can save money that is generally used to rent a warehouse. In return, they purchase products from a wholesaler or manufacturer on a ‘need’ basis. Moreover, they keep a track of the shipping process.
Let us dive deep into the details to look for the best ecommerce platform for any startup company who wishes to start with dropshipping business.
WooCommerce is the world’s most widely used ecommerce platform. It has a market penetration of more than 28 percent in overall ecommerce stores and this is undoubtedly due to the free and simple install plugin. With a single click, WooCommerce users can install it, making it an ideal choice for non-technical users too.
The second name in the list of best ecommerce platforms is Shopify. Until now, Shopify has helped almost 600,000 e-commerce stores worldwide, including dropshipping companies Oberlo, a dropshipping plugin that works exclusively on Shopify, can especially help you find products to sell from Oberlo Verified suppliers, Oberlo suppliers, or AliExpress suppliers.
Suffice to say, up till now Magento is among the most successful ecommerce platforms to dropshipping. The user may choose between two versions (Magento 1 and Magento 2 – strongly recommended) and two editions (Magento Open Source – Free and Magento Commerce – Premium).
OpenCart is another free ecommerce platform you should consider for dropshipping. Magento and OpenCart share a lot of characteristics – free open source, efficient and more suited for tech savvies than the beginners. Nevertheless, as Magento’s community is wider and far more robust than OpenCart’s, and Magento has more themes and plugins, OpenCart is less famous.
BigCommerce is a platform that hosts ecommerce. It also has a fair share of the market for ecommerce services, and claims to host more than 50,000 small business websites and 2,000 + enterprise firms. It is recognized for its simple user interface and quick setup process for ecommerce. Compared to Shopify, BigCommerce is more economical as a hosting ecommerce platform because it does not charge any transaction fees, and offers unlimited staff accounts, besides other prominent features.
Saima Naz
Mar 4, 2020
7 Points to Consider on Ecommerce Web Development
The development of an eCommerce site includes a lot of moving pieces. Therefore, before jumping into the head first, one has to take into account a number of factors. Designing a simple website is one thing, but developing an eCommerce site comes with a host of challenges.
If you have finally decided to create an e-commerce website, the seven points below will tell you how you can do that effectively.
A detailed description of the product makes the shopper’s decision for making a purchase. They must know all the facts about whatever product they are willing to buy from you.
Show shoppers how the product will benefit, and what features it has. Understand that people aren’t looking for a product but a solution to their problem.
Also, add product description for search engine optimization (SEO). Figure out what people are looking for online and then use those phrases on the search results page to get higher rankings.
There is nothing more annoying than using an e-commerce site’s search feature and getting hundreds of results that don’t match what you’ve been searching for. Try to ensure that your e-commerce site uses qualified, reliable search engine software, and allows filtering for more advanced search options if you hold a large product inventory.
Companies with e-commerce sites mostly want users to create an account to complete a purchase, as this enables follow-up communication that encourages future sales and tracks demographic information for customers to examine sales. Nevertheless, it’s important to keep in mind that not everyone wants to go through the account creation process while making a purchase.
But for repeated purchases, customers should be encouraged to get themselves registered and enjoy perks like getting notified for any upcoming sale, saving their information for any of the future purchases. However, it’s still a good idea to give an option to people who just want to place a one-time order.
It is extremely important to have high-quality images. The best way to sell anything is to get it into someone’s hands, but since it can’t be done online, the next best way is to allow them to visualize the product with the help of high-quality images of the products.
Also, keep website’s performance in consideration. Big images can significantly slow down your website load time. If a customer has to wait too long to load a web page, they may become annoyed and end up leaving. A skilled e-commerce web developer will ensure that images (and video) are optimized for websites so that pages can be loaded quickly while maintaining image quality.
Electronic commerce sites must always be user-friendly. A fulfilling user experience retains visitors to the site and keeps them coming back for more. Place product categories menus and links at a noticeable place, and make sure the names of the categories and the products in each category are accurate.
In addition, ensure that every page serves users with an easy way to get back to wherever they want on the website—whether it’s the home page, finding contact info, choosing another category, or going to the shopping cart directly.
This is the era of mobile devices, be it a smart phone, or a tablet. Therefore, the use of mobile devices to access websites is constantly expanding, and e-commerce purchases are a major part of this traffic. It’s extremely essential to ensure that your e-commerce website is mobile-optimized, providing users with the best experience regardless of which device they use to access your website.
The website launch is only the start of the whole process. You must have heard that, “if you build it, it’s going to come,” which is a total misconception. It includes a lot more for attracting visitors to your new website. Marketing strategies set up an online presence to accumulate traffic, leads and revenues.
There are several ways to attract visitors to your website. Here are just a few popular strategies that digital marketers follow:
SEO – Optimizing your pages with keyword phrases people will probably be looking for on search engines.
Social media – Communicating and engaging with prospective clients.
SEM – Paid Google ads as well as other search engines.
Content marketing – Delivering quality content for free on your websites can potentially bring new visitors and separate you from competitor websites.
Email marketing – An efficient way of engaging your customers and drawing their attention.
These strategies help bring visibility and traffic to your store. Staying updated with the eCommerce trends in software industry can also help you align your store with current consumer behavior and tech advancements.
In this digital era, e-commerce websites have the potential to transform your business. Not only can they increase your revenue, but they can also set up your business on a global level – without the hassle of running a brick-and-mortar store.
There’s no denying that it takes sweat, time, effort and money to create an e-commerce website. Nevertheless, if you follow the right strategies, a good e-commerce website will not only drive sales, but will also retain more loyal customers than you think.
Saima Naz
Feb 27, 2020
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