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Technology, Artificial Intelligence, Machine Learning, Data Science, Deep Learning.
achieving state-of-the-art performance, there is a limited understanding of the representations learned by these models, which hinders their application in critical and real-world settings. While layerwise analysis of CNN models has been studied in the literature, to the best of our knowledge, | medium | 3,648 |
Technology, Artificial Intelligence, Machine Learning, Data Science, Deep Learning.
there exists no study on the layerwise explainability of the embeddings learned on spatiotemporal data using STGCNs. In this paper, we first propose to use a local Dataset Graph (DS-Graph) obtained from the feature representation of input data at each layer to develop an understanding of the | medium | 3,649 |
Technology, Artificial Intelligence, Machine Learning, Data Science, Deep Learning.
layer-wise embedding geometry of the STGCN. To do so, we develop a window-based dynamic time warping (DTW) method to compute the distance between data sequences with varying temporal lengths. To validate our findings, we have developed a layer-specific Spatiotemporal Graph Gradient-weighted Class | medium | 3,650 |
Technology, Artificial Intelligence, Machine Learning, Data Science, Deep Learning.
Activation Mapping (L-STG-GradCAM) technique tailored for spatiotemporal data. This approach enables us to visually analyze and interpret each layer within the STGCN network. We characterize the functions learned by each layer of the STGCN using the label smoothness of the representation and | medium | 3,651 |
Technology, Artificial Intelligence, Machine Learning, Data Science, Deep Learning.
visualize them using our L-STG-GradCAM approach. Our proposed method is generic and can yield valuable insights for STGCN architectures in different applications. However, this paper focuses on the human activity recognition task as a representative application. Our experiments show that STGCN | medium | 3,652 |
Technology, Artificial Intelligence, Machine Learning, Data Science, Deep Learning.
models learn representations that capture general human motion in their initial layers while discriminating different actions only in later layers. This justifies experimental observations showing that fine-tuning deeper layers works well for transfer between related tasks. 2. A Spatio-Temporal | medium | 3,653 |
Technology, Artificial Intelligence, Machine Learning, Data Science, Deep Learning.
Graph Convolutional Network for Gesture Recognition from High-Density Electromyography(arXiv) Author : Wenjuan Zhong, Yuyang Zhang, Peiwen Fu, Wenxuan Xiong, Mingming Zhang Abstract : Accurate hand gesture prediction is crucial for effective upper-limb prosthetic limbs control. As the high | medium | 3,654 |
Technology, Artificial Intelligence, Machine Learning, Data Science, Deep Learning.
flexibility and multiple degrees of freedom exhibited by human hands, there has been a growing interest in integrating deep networks with high-density surface electromyography (HD-sEMG) grids to enhance gesture recognition capabilities. However, many existing methods fall short in fully exploit the | medium | 3,655 |
Technology, Artificial Intelligence, Machine Learning, Data Science, Deep Learning.
specific spatial topology and temporal dependencies present in HD-sEMG data. Additionally, these studies are often limited number of gestures and lack generality. Hence, this study introduces a novel gesture recognition method, named STGCN-GR, which leverages spatio-temporal graph convolution | medium | 3,656 |
Technology, Artificial Intelligence, Machine Learning, Data Science, Deep Learning.
networks for HD-sEMG-based human-machine interfaces. Firstly, we construct muscle networks based on functional connectivity between channels, creating a graph representation of HD-sEMG recordings. Subsequently, a temporal convolution module is applied to capture the temporal dependences in the | medium | 3,657 |
Technology, Artificial Intelligence, Machine Learning, Data Science, Deep Learning.
HD-sEMG series and a spatial graph convolution module is employed to effectively learn the intrinsic spatial topology information among distinct HD-sEMG channels. We evaluate our proposed model on a public HD-sEMG dataset comprising a substantial number of gestures (i.e., 65). Our results | medium | 3,658 |
Cloud, Software Engineering, High Performace Computing, AWS.
By Pratibha Pratibha and Carlo Bonzon, Cloud Engineers at Macquarie Overview The best thing about being software engineers at Macquarie is that we are empowered to explore new and better ways of doing things in the cloud space. In our roles we are given the opportunity to continuously test and | medium | 3,660 |
Cloud, Software Engineering, High Performace Computing, AWS.
learn from our ideas and collaborate with teams in Sydney, Manila and Gurugram. We are supported to try out new technologies and methodologies, with enough time to pilot and implement scalable solutions for our team. Our work on finding efficiencies in our cloud usage identified lots of learnings | medium | 3,661 |
Cloud, Software Engineering, High Performace Computing, AWS.
that we’d like to share. Macquarie Group was an early adopter of a public cloud strategy amongst Australian financial institutions. At the end of 2021 our team successfully completed migrating all servers we were supporting to the Amazon Web Services (AWS) cloud. Having a background focused on | medium | 3,662 |
Cloud, Software Engineering, High Performace Computing, AWS.
software development, it was a proud moment for us. The migration to cloud greatly improved our agility and scalability to respond to the changing demands of different projects while simultaneously meeting Business-As-Usual (BAU) requirements. We found that while it was beneficial to easily scale | medium | 3,663 |
Cloud, Software Engineering, High Performace Computing, AWS.
up our servers when needed, we knew that with cloud, we also needed to prioritise how to use it cost-efficiently to achieve all of its benefits. With that in mind, we started focusing on finding ways to maximise value while not compromising the performance of our applications. Cultural enablers One | medium | 3,664 |
Cloud, Software Engineering, High Performace Computing, AWS.
of the things that really helps us to work in this innovative and proactive way is the support we receive to try out new technologies and methodologies. Our manager makes sure we have enough time to test and implement our ideas. If we’re ever stuck, we are supported to connect with our teams in | medium | 3,665 |
Cloud, Software Engineering, High Performace Computing, AWS.
Sydney, Gurugram or Manila. As we have numerous environments to manage, we plan them in a phased manner with an achievable timeline. We also have internal resources like dedicated pages where teams collaborate and share knowledge. We can create, share and discuss files, ideas, diagrams and more in | medium | 3,666 |
Cloud, Software Engineering, High Performace Computing, AWS.
these supportive environments. We have internal Cloud Team channels as well, which are very helpful in acknowledging and resolving any cloud related issues. We also follow the central cloud team’s communications which notifies us about new technologies and shares tips to make our infrastructure | medium | 3,667 |
Cloud, Software Engineering, High Performace Computing, AWS.
more robust. Our platform As engineers in cloud infrastructure, we are excited by researching and exploring different ways to optimise our cloud usage, without sacrificing the quality or standard of process. The main application that our team migrated is a desktop application for High Performance | medium | 3,668 |
Cloud, Software Engineering, High Performace Computing, AWS.
Computing (HPC). It is being used to generate regulatory reports, so performance to meet Service Level Agreements (SLAs) is one thing that should not be compromised. Our platform mainly consists of AWS Elastic Cloud Compute (EC2) and Relational Database Service (RDS) for SQL Server. We have several | medium | 3,669 |
Cloud, Software Engineering, High Performace Computing, AWS.
non-production environments, that are being used for different projects. Below are the key steps we took as part of our cloud journey. Finding the right size One of the key benefits of cloud computing is that you pay based on your usage, hence it’s important to find the right EC2 for your workload | medium | 3,670 |
Cloud, Software Engineering, High Performace Computing, AWS.
so that you’re not paying for resources you don’t need. At present, AWS offers over 80 types of instance series for EC2 and 16 for RDS. In order to choose the type and size best suited for Macquarie, we needed to know the type of our workload, our Central Processing Unit (CPU) and memory usage, as | medium | 3,671 |
Cloud, Software Engineering, High Performace Computing, AWS.
well as requirements for disk and network bandwidth. Monitoring through CloudWatch helped us discover the right type of instance for our workload. After observing that our workload is more memory intensive, changing the servers from M series (general purposes instances) to R series (memory | medium | 3,672 |
Cloud, Software Engineering, High Performace Computing, AWS.
optimized instances) meant we were able to achieve significant cost savings for our cloud usage (CPU is more expensive than memory). With applications running on AWS, we found that it is helpful to always be on the lookout for newer generations of the instance type you are using. We had a scenario | medium | 3,673 |
Cloud, Software Engineering, High Performace Computing, AWS.
where we switched to a newer generation and downgraded the server to lower configuration and specifications, as a result, reduced half of the on-demand hourly rate, and despite the lower specification, the processing time of our workload improved. It turned out we were not using much of the CPU and | medium | 3,674 |
Cloud, Software Engineering, High Performace Computing, AWS.
the lower specification instance has more network bandwidth which our workload really needs. While on the topic of downgrading, if you observe that you are not using over 50% of CPU or memory for a certain period, or in our case, for a certain number of cycles of processing, then it may already be | medium | 3,675 |
Cloud, Software Engineering, High Performace Computing, AWS.
a good candidate for a downgrade. Something to be mindful of for right-sizing is the Input/Output Operations Per Second (IOPS) of your Elastic Block Store (EBS) volumes. While IOPS has direct impact on the performance of data-intensive applications such as databases, it is still important to not | medium | 3,676 |
Cloud, Software Engineering, High Performace Computing, AWS.
overprovision them to avoid paying for resources you are not utilising. We used VolumeReadOps and VolumeWriteOps metrics in CloudWatch to calculate the optimal IOPS for our workload. AWS also has a paid feature where customers can activate AWS Compute Optimiser to get recommendations from AWS on | medium | 3,677 |
Cloud, Software Engineering, High Performace Computing, AWS.
EC2 instances and other services that can be right-sized. Stopping idle instances We learned that it was important to build awareness among the team to stop servers or environments when not being used. This practice is simple yet directly led to cost-saving in our cloud usage. In Macquarie, we are | medium | 3,678 |
Cloud, Software Engineering, High Performace Computing, AWS.
lucky that we have a central cloud team that develops tools for us to easily manage our cloud components. One of them is like a dashboard wherein we can see all our servers and stop or start it with one click, we can also set a schedule, or call Application Programming Interfaces (APIs) to do it | medium | 3,679 |
Cloud, Software Engineering, High Performace Computing, AWS.
programmatically. Turning off resiliency features in non-production environments In an Amazon RDS Multi-AZ (Availability Zone) deployment, Amazon RDS automatically creates a primary database (DB) instance and synchronously replicates the data to an instance in a different AZ. When it detects a | medium | 3,680 |
Cloud, Software Engineering, High Performace Computing, AWS.
failure, Amazon RDS automatically fails over to a standby instance without manual intervention. This feature is a must have for our production environment, but not necessary for non-critical environments. Hence, we have turned this off in our non-production servers to reduce operational cost. | medium | 3,681 |
Cloud, Software Engineering, High Performace Computing, AWS.
Another feature that is worth assessing if you really need in non-production servers are snapshots and backups. Snapshots, or point-in-time copy of your drives, and backups can be expensive especially for large amounts of data. Taking advantage of spot instances We found using spot instances a cost | medium | 3,682 |
Cloud, Software Engineering, High Performace Computing, AWS.
effective option in reducing our AWS spending depending on the type of workload. Spot instances uses spare EC2 capacity and are offered at steep discounts. And it’s suitable for non-production servers that perform background processing which are not time bound. Sharing our learnings After | medium | 3,683 |
Cloud, Software Engineering, High Performace Computing, AWS.
successfully finding these efficiencies in our cloud usage, our work was celebrated on our internal channels, and we were asked to present our AWS work at our division-wide technology showcase. Being more technically focused, we prefer doing coding instead of talking, so presenting our work to a | medium | 3,684 |
Cloud, Software Engineering, High Performace Computing, AWS.
wide audience put us out of our comfort zones. While it was a challenging and new experience, we enjoyed the chance to share what we’d learned so that other teams can benefit from our findings. Being the AWS infrastructure Subject Matter Experts, we need to make sure that we are continuously | medium | 3,685 |
Cloud, Software Engineering, High Performace Computing, AWS.
researching, testing, implementing and helping other parts of the organization do that too. What’s next All the above methods discussed are simple to implement but have allowed us to greatly reduce our cloud spending. Thanks to our supportive teams we were given the space and support to test and | medium | 3,686 |
Cloud, Software Engineering, High Performace Computing, AWS.
share our learnings across Macquarie. We are continuing to optimise our cloud usage throughout Macquarie as part of our cloud first strategy. Technology is expanding daily so we are always staying up to date on the latest features and offerings from AWS and are continuously willing to explore and | medium | 3,687 |
Ev.
Advancements in Lithium-ion Battery Research: Exploring Materials and Structures for High-Performance Batteries Lithium-ion batteries are widely used in various portable electronic devices, electric vehicles, and even grid energy storage systems due to their high energy density, long cycle life, and | medium | 3,689 |
Ev.
silicon nanowires and silicon nanoparticles in the anode of lithium-ion batteries. Silicon is an attractive material for battery anodes due to its high theoretical capacity, which is ten times higher than that of graphite, a commonly used anode material. However, silicon also has several drawbacks, | medium | 3,692 |
Ev.
including poor cycle life, low coulombic efficiency, and significant volume expansion during cycling. By using silicon nanowires and nanoparticles, researchers are developing ways to address these issues and improve the energy density of lithium-ion batteries. Tin nanoparticles are another material | medium | 3,693 |
Ev.
life. Researchers are exploring ways to mitigate these issues and improve the performance of tin-based anodes in lithium-ion batteries. In addition to anode materials, researchers are also exploring ways to improve the performance of cathode materials in lithium-ion batteries. Composite cathodes, | medium | 3,695 |
Ev.
research is the use of superlattice cathodes, which are made up of alternating layers of different cathode materials. Superlattice cathodes promise to significantly improve the energy density of lithium-ion batteries by enabling more efficient transfer of lithium ions between the cathode and anode. | medium | 3,697 |
Seo Tools, SEO.
I am Basically a Digital Marketing Consultant with more than 8 years of experience in different online marketing techniques like SEO, SEM, SMO, Email Marketing, Affiliate Marketing, also have good enough experience with paid marketing like Google Adwords,Facebook ad manager and more. My Day starts | medium | 3,701 |
Seo Tools, SEO.
with Excel and Tools. I will involve in various departments in a website development. Creates, develops and/or implements the short and long term strategy and campaigns to increase leads or revenue from the internet. Also manage a team of specialists (Optimizer, Social Media, PPC etc) to help carry | medium | 3,702 |
Seo Tools, SEO.
out the tactical approaches. Best SEO Approach I usually care about the Productivity, Quality of Work & what my competitors are up to. In this process I use many tools and below are the Free SEO Tools, that help me a lot in my daily tasks. Task Management Tools Any.do — Manage all aspects of your | medium | 3,703 |
Seo Tools, SEO.
life with Any.do. Available for iPhone, Android, Chrome, Mac & Web. Todoist.com — Todoist is the best online task manager and to-do list app. On 15+ platforms including iOS, Android, Windows, Mac & more! Asana — The easiest way for teams to track work, and get results. Do great things together. | medium | 3,704 |
Seo Tools, SEO.
Evernote — Bring your life’s work together in one digital workspace. Evernote is the place to collect inspirational ideas, write meaningful words, and move your important projects forward. Marketing & Data Analysis Tools SEMRush — SEMrush is global tool for top-rated keyword research, business | medium | 3,705 |
Seo Tools, SEO.
intelligence and online competitor analysis. SimilarWeb — SimilarWeb is a research tool that will help you discover the most important traffic insights for any website. Ahrefs — The ultimate website analysis toolset for SEOs and Integrated Marketing Professionals with the largest and most updated | medium | 3,706 |
Seo Tools, SEO.
database of live backlinks. Advanced Web Ranking — Advanced Web Ranking is the leading desktop SEO software. It offers an integrated platform that includes rank tracking, analytics, link building and social media. Moz — Marketing Analytics Software for Search, Links, Social, and Brand. A Vibrant | medium | 3,707 |
Seo Tools, SEO.
Online Marketing Community. Resources for Learning Inbound Marketing. Cognitive SEO — SEO Analysis and Tracking Tool. ScreemingFrog — The Screaming Frog SEO Spider is a small desktop program (PC or Mac) which crawls websites’ links, images, CSS, script and apps from an SEO perspective. Google Tools | medium | 3,708 |
Seo Tools, SEO.
Analytics — Get the data you need to make intelligent marketing and business decisions with Google Analytics. Available for websites, apps, and enterprise businesses. Search Console — Google Search Console (previously Google Webmaster Tools) is a no-charge web service by Google for webmasters. It | medium | 3,709 |
Seo Tools, SEO.
allows webmasters to check indexing status and optimize visibility of their websites. Trends — Find out what’s trending on Google right now. Keyword Planner — Keyword Planner is a free AdWords tool that helps you build Search Network campaigns by finding keyword ideas and estimating how they may | medium | 3,710 |
Seo Tools, SEO.
perform. AdMob — Learn how to grow your app business with AdMob tools designed to help you with app monetization, user analysis and mediation. Youtube Analytics — You can monitor the performance of your channel and videos with up-to-date metrics and reports Image Search — Google Images. The most | medium | 3,711 |
Seo Tools, SEO.
comprehensive image search on the web. Google Docs — Create and edit web-based documents, spreadsheets, and presentations. Store documents online and access them from any computer. Calender — With Google’s free online calendar, it’s easy to keep track of life’s important events all in one place. | medium | 3,712 |
Seo Tools, SEO.
Feedburner — Free tool to deliver blog updates to your subscribers. Blogger — Free weblog publishing tool from Google, for sharing text, photos and video. Mobile Friendly Test — This test will analyze a URL and report if the page has a mobile-friendly design. Page Speed Test — This test will | medium | 3,713 |
Seo Tools, SEO.
analyze a URL and report of page loading time and other elements data. Content Management System Wordpress — A semantic personal publishing platform with a focus on aesthetics, web standards, and usability. Blogger — Free weblog publishing tool from Google, for sharing text, photos and video. | medium | 3,714 |
Seo Tools, SEO.
Medium — A place to read, write, and interact with the stories that matter most to you. Social Tools SumoMe — SumoMe is a suite of free tools that can be used to grow your website’s traffic. The SumoMe tools are easy to install and work on any website. Buffer — Buffer makes it super easy to share | medium | 3,715 |
Seo Tools, SEO.
any page you’re reading. Keep your Buffer topped up and we automagically share them for you through the day. IFTTT — IFTTT puts the internet to work for you. Create simple connections between the products you use every day. SocialOomph — Tools to Boost Your Social Media Productivity TweetDeck — The | medium | 3,716 |
Seo Tools, SEO.
most powerful Twitter tool for real-time tracking, organizing, and engagement. BuzzSumo — Find the Most Shared Content and Key Influencers Social Blade — SocialBlade can help you track YouTube Channel Statistics, Twitch User Stats, Instagram Stats, and much more! You can compare yourself to other | medium | 3,717 |
Seo Tools, SEO.
users and analyze your growth! Content Tools Protent — Title Maker — Content Idea Generator. CoSchedule — Headline Analyzer — Use this free headline analyzer to write awesome headlines for blog posts and email subject lines that drive social shares, traffic, and SEO value. ContentForest — Ideator — | medium | 3,718 |
Seo Tools, SEO.
Generate Content Ideas in 1 Click. Running out of content ideas? Here is what you’ve been looking for. Enter the keyword you want to target and we’ll give you a Content Discovery & Ideas Feedly — organize, read and share what matters to you. Pulse From Linkedin — Your daily news, powered by your | medium | 3,719 |
Seo Tools, SEO.
professional world. Quora — The best answer to any question. Inbound.org — The world’s largest community of inbound marketers where marketing professionals can connect, learn, & grow. GrowthHackers — A Community for Growth-Focused Marketers, Trending , GrowthHackers. Twitter — Great source for | medium | 3,720 |
Seo Tools, SEO.
news, updates and tips. Email Marketing Tools Mailchimp — Online email marketing solution to manage contacts, send emails and track results. Offers plug-ins for other programs. Image Editing & Creating Canva — Canva makes design simple for everyone. Create designs for Web or print: blog graphics, | medium | 3,721 |
Seo Tools, SEO.
presentations, Facebook covers, flyers, posters, invitations PicMonkey — Editing your photos is easy with PicMonkey! Add filters, frames, text, and effects with our free online photo editing tool! Pablo by Buffer — Buffer makes it super easy to share any page you’re reading. Keep your Buffer topped | medium | 3,722 |
Seo Tools, SEO.
up and we automagically share them for you through the day. GIPHY — Search And Make Animated GIFs on the Web SEO Tools Keyword Research Tools Keyword Planner — Keyword Planner is a free AdWords tool that helps you build Search Network campaigns by finding keyword ideas and estimating how they may | medium | 3,723 |
Seo Tools, SEO.
perform. Keywordtool.io — Best FREE alternative to Google Keyword Tool for SEO & PPC keyword research! … keywordtool.io is super valuable, fast, smart, and valuable Ubersuggest.org — Get thousands keywords ideas in a minute with this amazing keyword suggestion tool: Übersuggest is Google Suggest on | medium | 3,724 |
Seo Tools, SEO.
steroids! KeywordKiwi by ContentForest — Find Long Tail Keywords. KeywordKiwi helps marketers to find long tail keywords based on what people are already searching for on Google. Saved Keywords. SEMRush — Enrich your web content and ad copy with the best keywords, and increase your web presence! | medium | 3,725 |
Seo Tools, SEO.
Longtail Pro — Long Tail Pro is the keyword research software used by 70000+ marketers and SEOs to find the best long tail keyword ideas and quickly analyze LSIGraph — Start generating Latent Semantic Indexing (LSI) Keywords for your SEO needs with our free LSI Keyword Generator tool. Test Page | medium | 3,726 |
Seo Tools, SEO.
Speed Webpagetest.org — Run a free website speed test from around the globe using real browsers at consumer connection speeds with detailed optimization recommendations. Pingdom — Use this free Website Speed Test to analyze the load speed of your websites, and learn how to make them faster. | medium | 3,727 |
Seo Tools, SEO.
PageSpeed Insights — This test will analyze a URL and report of page loading time and other elements data. MobileFriendly Test — This test will analyze a URL and report if the page has a mobile-friendly design. FeedTheBot — Find out what is slowing down your site with our page speed tool. The | medium | 3,728 |
Seo Tools, SEO.
webmaster guide to faster sites and blogs. Outreach related tools BuzzStream — BuzzStream is web-based software that helps the world’s best marketers promote their products, services and content to build links, buzz, and brands. Ninja Outreach — Ninja Outreach is a blogger outreach software perfect | medium | 3,729 |
Seo Tools, SEO.
for influencer marketing. Empower your PR team to find and outreach to bloggers. HelpAReporter — HARO provides journalists with a robust database of sources for upcoming stories and daily opportunities for sources to secure valuable media coverage. SideKick by Hubspot — Sidekick is a free service | medium | 3,730 |
Seo Tools, SEO.
that gives you email superpowers with contact insights, email tracking, and email scheduling. A/B testing tools Google Analytics — Get the data you need to make intelligent marketing and business decisions with Google Analytics. Available for websites, apps, and enterprise businesses. Optimizely — | medium | 3,731 |
Seo Tools, SEO.
Enterprise-level A/B testing and personalization for the web and mobile apps. Backlink analysis tools Ahrefs — Analyze websites, track social media, build backlinks. Try our marketing and SEO tools Site Explorer and Content Explorer today! SEMRush — A powerful website backlink checker that shows | medium | 3,732 |
Seo Tools, SEO.
all links pointing to your domain and their quality is indispensable for performing link audits! OpenSiteExplorer — Use Open Site Explorer to identify link building opportunities. Research backlinks, identify top pages, view social activity, and analyze anchor text. Aslo, use many tools based on | medium | 3,733 |
Web Development, Freelancing, Web Design, Marketing Strategies, Web Developer.
Have you ever felt that your great web development skills were lost in the digital energy? You are not alone. In our field, showing your skills to attract new clients frequently depends on a single essential tool: case studies. This blog will help you create an attractive case study that connects | medium | 3,735 |
Web Development, Freelancing, Web Design, Marketing Strategies, Web Developer.
your web development story. I’ll break down the key parts, offer best practices, and even offer some developer-specific expert tips. So buckle up and be ready to convert your project victories into efficient promotional tools! Write at Gmail | LinkedIn The Power of Storytelling Imagine a case study | medium | 3,736 |
Web Development, Freelancing, Web Design, Marketing Strategies, Web Developer.
as a mini-epic. The process starts with a client facing a challenge (the villain), progresses throughout development (the hero’s search), and ends with an effective ending (happily ever after…with greater conversions!). The narrative technique makes your case study more relatable and engaging, | medium | 3,737 |
Web Development, Freelancing, Web Design, Marketing Strategies, Web Developer.
allowing potential clients to see themselves matched in the “before” and enjoy the “after” with you. What is a Case Study, and Why Does it Matter? Simply said, a case study is an in-depth review of the goals of a project, your development process, and the amazing results you achieved. It’s an | medium | 3,738 |
Web Development, Freelancing, Web Design, Marketing Strategies, Web Developer.
effective way for web developers since it allows you to: Show your skills and knowledge Use real-world examples to show off your problem-solving ability and technical skills. Use case studies to show your skills as a developer, instead of just saying it. Include clear details about the challenges | medium | 3,739 |
Web Development, Freelancing, Web Design, Marketing Strategies, Web Developer.
that you faced and the tools that you used to create an effective solution. Build credibility and trust Presenting precise results shows you as a trustworthy developer who delivers. Numbers speak loudly, so use greater sales numbers, higher conversion rates, or good user feedback to show your | medium | 3,740 |
Web Development, Freelancing, Web Design, Marketing Strategies, Web Developer.
impact. Attract potential clients High-quality case studies are effective marketing tools, attracting clients with similar needs. If a potential client sees a case study in which you helped a company in their field to achieve outstanding results, they are more likely to believe you can do the same | medium | 3,741 |
Web Development, Freelancing, Web Design, Marketing Strategies, Web Developer.
for them. 5 Core Sections for Creating Your Case Study the masterwork Now let’s get down to business! Here are the 5 elements that make up the backbone of a great case study: Overview Get attention with an engaging opening that explains the project and its impact. Make it the movie trailer for your | medium | 3,742 |
Web Development, Freelancing, Web Design, Marketing Strategies, Web Developer.
case study! Clearly explain the client’s industry and the problems they face. Then, give the viewer an overview of the amazing results you got with your web development skills. Context & Challenge Introduce your client, their goals, and exactly what problem your project solves. This sets the tone | medium | 3,743 |
Web Development, Freelancing, Web Design, Marketing Strategies, Web Developer.
for your hero’s journey (you, the developer!). Here you can find out more about the client’s background and starting situations. What were their pain points? What did they want to do with their website or application? Process & Insight Take the reader through your development process. Explain | medium | 3,744 |
Web Development, Freelancing, Web Design, Marketing Strategies, Web Developer.
critical decisions and any creative solutions you implemented. This section helps you to show your creative problem-solving abilities and technical expertise. Explain your thought process and how you solved any challenges that developed along the way. Did you use any cutting-edge technology or | medium | 3,745 |
Web Development, Freelancing, Web Design, Marketing Strategies, Web Developer.
design solutions? The Solution Reveal your finished website or application in all its aesthetics! Highlight its unique features and how it handles the client’s challenges. This is your opportunity to highlight the completed product and how it improved the client’s web profile. Use high-quality | medium | 3,746 |
Web Development, Freelancing, Web Design, Marketing Strategies, Web Developer.
pictures and detailed descriptions to show off the website’s functionality and user experience. Results Now is the moment to figure out your success! Share facts such as more revenue or higher conversion rates, and end with beautiful client testimonials. Numbers are your friends here! Use data and | medium | 3,747 |
Web Development, Freelancing, Web Design, Marketing Strategies, Web Developer.
analytics to show the measurable impact of your development work on the business of your client. Add comments or testimonials from the client expressing their satisfaction with the project’s results. Best Practices Now that you know the structure of it, let me add some polish: Storytelling is King: | medium | 3,748 |
Web Development, Freelancing, Web Design, Marketing Strategies, Web Developer.
Remember, you’re creating a story! To keep your readers’ focus, use clear, short sentences and a conversational tone. Visual Appeal is Key: Reduce the text wall! Screenshots, graphs, and photos break up the text and showcase the site’s visual looks. Clarity & Conciseness: Offer accurate data while | medium | 3,749 |
Web Development, Freelancing, Web Design, Marketing Strategies, Web Developer.
avoiding complexity or too technical language. Your target audience must understand your value offer without needing a piece of coding knowledge. Authenticity is Golden: Be open to challenges. To gain the trust of your audience, showcase both wins and lessons learned. A great case study may appear | medium | 3,750 |
Web Development, Freelancing, Web Design, Marketing Strategies, Web Developer.
overly polished and inauthentic. Potential clients value real-world scenarios in which challenges are solved and solutions are created. Pro Tips from Me Here are some kept secret tips from me: Go Beyond Design Don’t just focus on looks! While a beautiful website is essential, potential clients are | medium | 3,751 |
Web Development, Freelancing, Web Design, Marketing Strategies, Web Developer.
just as interested in the power of technology behind it. Highlight the technical challenges you faced and how they helped the overall success. Did you improve the website’s speed and performance? Did you set up a complex back-end system to manage e-commerce payments? Explain these technical | medium | 3,752 |
Web Development, Freelancing, Web Design, Marketing Strategies, Web Developer.
achievements clearly and simply, highlighting your problem-solving skills as well as your ability to work under pressure. Visual Appeal with a Purpose Do not just mix up random screenshots. Visuals are strong implements, but they should be used strategically to bring out the key aspects and | medium | 3,753 |
Web Development, Freelancing, Web Design, Marketing Strategies, Web Developer.
functionality of a website or service. For example, a well-placed animation can show an interactive feature, but a close-up of a picture may point out a user-friendly design aspect. Use images to create a story about the website’s abilities and functions, rather than only for aesthetic sake. Client | medium | 3,754 |
Web Development, Freelancing, Web Design, Marketing Strategies, Web Developer.
Collaboration is Key Briefly describe your collaboration with the client during the project. This builds trust and shows your communication skills. Collaboration is a two-way street. Describe how feedback from clients impacted the development process and resulted in a more effective ending. Maybe | medium | 3,755 |
Web Development, Freelancing, Web Design, Marketing Strategies, Web Developer.
the client offered essential user insights that resulted in a significant design change, or perhaps their industry knowledge helped you improve the website’s functionality. Highlighting these collaborative moments displays your ability to communicate well with clients and merge their vision with | medium | 3,756 |
Web Development, Freelancing, Web Design, Marketing Strategies, Web Developer.
your development experience. Examples to Inspire You Feeling stuck for inspiration? Look to some well-written case studies from industry leaders. Explore how they set up their case studies, the kind of material they offer, and the visuals that they use. I suggest searching the phrase “Case Study” | medium | 3,757 |
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