You are reading the article Top 6 Data Mining Applications updated in December 2023 on the website Katfastfood.com. We hope that the information we have shared is helpful to you. If you find the content interesting and meaningful, please share it with your friends and continue to follow and support us for the latest updates. Suggested January 2024 Top 6 Data Mining ApplicationsOverview of Data Mining Applications
Data mining is how the patterns in large data sets are seen and discovered using intersecting techniques such as statistics, machine learning, and ones like databases systems. It involves extracting data from a group of raw and unidentified data sets to provide meaningful results through mining.
The extracted data is then used further by transforming it and ensuring that arranged to provide the best service possible per business requirements and needs. In this article, we will read about the various applications associated with data mining.
Start Your Free Data Science CourseList of Data Mining Applications
Here is the list of various Data Mining Applications, which given below –1. Financial firms, banks, and their analysis
Many data mining techniques involve critical banking and financial data providing and keeping firms whose data is essential. One such method is distributed data mining, researched, modeled, crafted, and developed to help track suspicious activities or mischievous or fraudulent transactions related to credit cards, net banking, or any other banking service.
The analysis becomes quite simple after sampling and identifying a collection of customer data. Furthermore, tracking suspicious activities becomes a comparatively more straightforward process by keeping a tab of the parameters such as the period of transactions, geographical locations, mode of payments, customer activity history, etc. Based on these parameters, the customer’s relative measure seems derived, put to any form of usage based on the indices calculated.2. Health care domain and insurance domain
The data mining-related applications can efficiently track and monitor a patient’s health condition and help in efficient diagnosis based on past sickness records. Similarly, the ability to convert data into knowledge or provide various details about customers, markets, and prospective competitors is vital to the development of the insurance industry. As a result, all companies that used data mining techniques effectively reaped benefits. It is used over the claims and their analysis, i.e., identifying the medical procedures claimed together. It allows for the forecasting of new policies, the detection of risky customer behavior patterns, and the detection of fraudulent behavior.3. Application in the domain of transportation 4. Applications of data mining in the field of medicine
In medical analysis, a patient’s case is examined by tracking their clinic visits and vacation season. It also helps in the identification of patterns that have successful medical therapies for various kinds of illnesses. Researchers are collecting multi-dimensional data to provide extensive and improved care while reducing costs and enhancing the quality of services. Other approaches, such as soft computing, statistics, data visualization, and machine learning, efficiently gauge and predict patients’ data volume within a single category. The processes are to ensure that the patients receive appropriate attention whenever needed. It also helps healthcare and medicine-based insurers detect fake and fraudulent cases.5. Education 6. Manufacturing Engineering Conclusion
We have studied a basic overview and a layout of various data mining applications in different domains. This limitless technique has the potential to extend beyond specific sectors and benefit every aspect of a business.
It is only about the correct techniques and some analysis to make your usual regular business different from competitors. Efficient data management is crucial for organizational growth, particularly in today’s society, where data plays a critical role.Frequently Asked Questions(FAQs)
Q1. What are the most common applications of data mining?
Answer: Banks used data mining to understand market risks. Because of the increased number of channels, banks collect a massive amount of data (mobile banking, retail banking, ATM, internet banking, etc.). Relevant data is from the enormous amount of data available to assist banks in making better decisions. Besides that, data mining can help with customer segmentation and profitability, cash management, forecasting operations, optimizing stock portfolios, credit scores, and approval.
Q2. What does data mining give some applications?
The most important applications of data mining
Financial Analysis: Financial and user data serve in loan markets for a wide range of purposes, such as predicting loan payments and determining credit ratings, and data mining techniques help to make such tasks more manageable.
Retail Industry: Modern retail companies are designing and building data warehouses to reap the benefits of data mining fully. Multi-dimensional data analysis aids in dealing with data from various types of customers, products, regions, and time zones. Online retailers can also recommend products to increase sales revenue and track the success of their promotional campaigns.
Spatial Data Mining: Data mining using Geographic Information Systems (GIS) and other navigation applications to secure vital information and understand its implications.
Q3.What are the four main data mining techniques?
Answer: Clustering: Clustering is the identification of similar classes of objects. We can discover overall distribution patterns and correlations among data attributes by using clustering techniques to identify dense and sparse regions in object space.
Association: The association aims to find frequent item set findings in large data sets. This type of discovery assists businesses in making decisions such as catalog design, cross-marketing, and customer purchasing behavior analysis.
Classification: The most common data mining technique is classification, in which a set of pre-classified examples develops a model that classifies the entire population of records. This type of analysis is particularly well suited to fraud detection and credit risk applications.
Neural network: A neural network is a collection of connected input/output units, each with its weight. Neural networks have the remarkable ability to extract meaning from complex or imprecise data, and they use to extract patterns and detect trends that are too complex for humans or other computer techniques to notice.Recommended Articles
We hope that this EDUCBA information on “Data Mining Applications” was beneficial to you. You can view EDUCBA’s recommended articles for more information.
You're reading Top 6 Data Mining Applications
Difference Between Data Mining vs Web Mining
Data Mining: It is a concept of identifying a significant pattern from the data that gives a better outcome. Identifying patterns from where? From the data that are generated from the systems.
Start Your Free Data Science Course
Web Mining: Web mining is performing Data mining on the web, extracting the web documents, and discovering the patterns from them.
Example: Techniques applied for predictive analysis. (Weather forecast based on identifying the patterns from the history data)
Lets us understand the significant Difference Between Data mining and Web mining in detail in this post.Analogy
The process of gold mining produces gold, which is extracted and refined from ore. The outcome of gold mining is the precious metal. We apply a data mining technique to remove key information (valuable data) from a raw source. Here the pattern discovered from the raw data source is considered precious for the data analyst/data scientists to proceed with the decision-making that influences the business value.Data Mining
In plain terms, data mining is a concept of mining knowledge from different data sets. We further use the extracted knowledge to provide forecasts or recommendations. The data to be mined are available in the data warehouse or other external systems. Data could be available on different tables with different behaviors or attributes. We must determine the correlation between multiple data sets to identify the pattern.
Steps in Data Mining:
As data mining is an abstract, here are the steps involved:
Build models to forecast/recommend(to mention a few cases)
Summarizing the model valueWeb Mining
Web mining is abstract as there are three different types of techniques of mining.
Web content mining
Web structure mining
Web usage mining1. Web Content Mining
Extracting data from web pages enables discovery of patterns that provide valuable insights. Many data extraction techniques are available, including web scraping, which involves using tools like Scrapy and Octoparse for web content mining.
That’s where web content mining comes into the picture.2. Web Structure Mining
We gather and prepare data from hyperlinks that lead to different pages to discover a pattern. To view a person’s public profile from a blog or any other webpage, there are chances that they would embed their social media links. We extract data from a single source and its nested pages by following the hyperlinks associated with each page. There are various algorithms to perform this. (Example: PageRank algorithm)3. Web Usage Mining
Hosting a web application generates numerous web server logs that record the user’s web activity for the application. These logs are considered raw data. In return, meaningful data are extracted, and patterns are identified. For example, if an e-commerce business wants to expand or enhance the customer experience, they monitor the user’s web activity through application logs and apply data mining techniques.
Web mining and data mining are more or less similar techniques, but web mining is all about analysis on the web. Data mining extends beyond the web and is not limited to web data. It’s a traditional process that takes place for any data analytics.Head-to-Head Comparison Between Data Mining vs Web Mining (Infographics)
Below are the Top 7 Comparisons Between Data mining vs Web mining:Key Differences Between Data Mining vs Web Mining
The following is the difference between Data mining vs Web mining are as follows:
Web mining and data mining are both nearly similar when it comes to identifying patterns. But where and what is the difference in web mining from data mining? What kind of data and data is extracted from where? These are the two ultimate aspects that differentiate between data and Web mining.
Data mining encompasses web mining, which focuses on identifying patterns in web-related data. Data mining is a vast concept that involves multiple steps, from preparing the data to validating the results that lead to the decision-making process for an organization.Data Mining vs Web Mining Comparison Table
Below is the comparison table between Data Mining and Web Mining.
Basis for comparison Data Mining Web Mining
Concept Pattern identification from data available in any system. Pattern identification from web data.
Application/use cases Weather forecast using historical weather reports. HITS/PageRank techniques.
Who does this? Data scientists, Data engineers. Data engineers.
Process Same process but on the web using web documents.
Tools Machine learning algorithms. Scrappy, PageRank, Apache logs
How significant Many organizations are relying on data science results for decision-making. Web-related data pull would influence the existing data mining process.
Skills Data cleansing techniques, machine learning algorithms, statistics, probability. Data engineering, statistics, probability.Conclusion
Data mining techniques enable the discovery of valuable knowledge and facilitate its application for better outcomes. Organizations keen on enhancing their businesses and making a high profit need many decisions based on the data mainly available in their systems generated in humongous volume. Not all data is deemed helpful in gaining knowledge and insights. Which, why, and what are the main questions data scientists/data analysts must consider when identifying patterns? In a very layman’s terms, data mining is like churning milk to make butter.Recommended Articles
This has been a guide to Data Mining vs Web Mining. Here we have discussed Data Mining vs Web Mining head-to-head comparison, key differences, infographics, and a comparison table. You may also look at the following articles to learn more –
Are you looking for a TikTok viewer online?
TikTok allows you to watch videos without having an account.
Other than chúng tôi there are other online viewers that you can use to watch TikTok videos.
They are free to use and do not require you to sign in.
By using these online viewers, your FYP (For You Page) will not be changed.
In other words, the videos that you see on your FYP will be reset.
This article contains the top 6 best TikTok online viewers you can use to watch TikTok videos without an account.1. Brainans
Brainans is a TikTok online viewer and downloader.
It allows you to browse TikTok with the best experience.
You can search for profiles, videos, music, and followers for free.
Here are Brainans’ features:
In addition, you can also see trending profiles, top tags, and popular videos by scrolling down the site.
Keep in mind that Brainans uses the TikTok API, but it’s not endorsed or certified by TikTok.2. UrleBird
UrleBird is a TikTok viewer where you can analyze and explore TikTok in a new way.
Their algorithm allows you to analyze any TikTok viewer statistics.
As a result, you’ll be able to improve your videos.
UrleBird has multiple categories including “Trending”, “Videos”, “Users”, “Hashtags”, “Music”, and “I’m Feeling Lucky!”.
The “Trending” category allows you to see trending videos on TikTok while the “Videos” category shows the newest videos.
Keep in mind that Urlebird is not associated with TikTok.
All of the website’s content is hosted on TikTok’s servers.
You can also visit the official TikTok website to watch TikTok videos online.
You don’t need to have a TikTok account to watch videos on the website.
Simply go to chúng tôi and scroll through your FYP.
Keep in mind that your FYP will be not based on your interests if you’re not signed in.
Instead, your FYP will be curated according to your location.
If you don’t sign in, you’ll be using TikTok as a guest.
As a guest, you’ll still be able to use a lot of TikTok’s features.
This includes searching for users, videos, and hashtags.
The TikTok mobile app also allows you to watch videos without having to sign in.
You can download the TikTok mobile app on the App Store and the Google Play Store.4. OnlineTik
OnlineTik is your number one source to download TikTok videos.
They provide the best TikTok video downloading service by focusing on quality and efficiency.
OnlineTik was founded in 2023 and has come a long way.
The website has users from all around the world.
Apart from downloading TikTok videos, you can also view them.
The site allows you to watch a TikTok video before choosing to download it.
If you scroll down the front page of the site, you’ll see the most popular TikTok users and hashtags.
OnlineTik allows you to search for users and hashtags.
You can search for users using “@username” (e.g. @charlidamelio).
You can search for hashtags using “#hashtag” (e.g. #dance).
To download videos from OnlineTik, you need to search for the user, navigate to the user’s video that you want to download and download it.
Keep in mind that chúng tôi is not associated with Tiktok.5. TikyToky
TikyToky allows you to discover TikTok videos.
It’s an online TikTok viewer where you can anonymously search for users, followers, videos, and hashtags.
You can also get TikTok user metrics and statistics.
Firstly, you can use the search bar to search for a user or hashtag.
To search for a hashtag, use “#tag”.
To search for a user, use “@user”.
TikToky has multiple categories including “Discover”, “Influencers”, and “Search”.
The “Discover” category allows you to discover popular TikTok videos.
The “Influencers” page contains a list of the top 100 most popular TikTok users.
Keep in mind that TikToky does not host any TikTok videos on its servers.6. TikToker.io
The final online TikTok viewer is TikToker.io.
TikToker.io is the easiest way to download TikTok videos without a logo.
You can then repost them to YouTube Shorts, Instagram Reels, Pinterest, and more.
The website also allows you to search for users, hashtags, or video URLs.
If you search for a user (e.g. @garyvee), you’ll see a list of their videos.
You can watch each video before you choose to download them.
There are three download options—”Download”, “Download (no watermark)”, and “Download Music”.Conclusion
The best way to view TikTok videos is to download the TikTok mobile app, create an account, and log in to it.
That way, your FYP will be personalized based on your interests.
If you browse TikTok as a guest, you won’t get personalized videos.
An alternative way to watch TikTok videos is to use TikTok online viewers like Brainans, UrleBird, OnlineTik, and more.
These online viewers allow you to watch TikTok videos without having to log in.Further reading
How to See Your Watch History on TikTok
How to Go Live on TikTok Without 1000 Followers
360 Good, Cool, And Aesthetic TikTok Usernames
Walk Me Up! Alarm ClockWakeVoice
WakeVoice as the name suggests is a sort of a personal assistant that helps you wake up. You need to talk back to it after waking up as to what do you want it to do as in shut down or snooze. But after you are done talking, it starts talking back. It gives you some daily information like the weather, news, radio or a customisable message of your choice. So it surely makes your morning easier and you can wake up with a smile on your face as you choose what to hear every morning. You can download it here.Talking Alarm Clock
Talking Alarm Clock talks back to you in the morning with your own voice or the voice of the person you love with the record vocal function it has on offer. You can set a personalized sentence as well and the application will play the same in the morning. So if you have an important task for which you need to wake up and be on time, the application will wake you up telling you about the same and we think it is a bit cool. You can shake the device to snooze it and you get a really large snooze button so that you are saved from accidentally turning it off. You can download it here.I Can’t Wake up! Army Alarm Clock
This is the alarm clock which is meant for the lazy bones out there who just can’t get up no matter what. With this alarm clock, we believe that you will surely wake up courtesy of the eight different wake up tasks it comes with which won’t let you turn the alarm off until you finish them. And by the time you are done doing them, you’ll be awake for sure. These include Math, Memory, Ordering, Repeating, Barcode scanning, rewriting the text, shaking and making pairs. It can be downloaded here.Army Alarm Clock
This one is the only paid application that made it to the list but we just couldn’t help but get it in the list. You need to pay Rs 50 for it. So this application comes with a Sergeant’s voice to wake you up but the fun part comes in when you put on the snooze button. The voice gets madder at you and becomes meaner which somewhere makes you feel bad about sleeping in late. It surely is a strict application but you’ll thank it later when you start to wake up on time. You can download it here.Bonus Tip – Timely Alarm Clock
Timely alarm clock is the one you should be looking forward to if you find waking up from a single device a bit difficult as it offers cloud integration. You can set and turn off all your alarms at once across all devices. It offers you a let of themes to choose from, a slew of waking up tasks to ensure that you actually get up and a stopwatch too for that added functionality. You can download it here.Conclusion
I am sure above mentioned Alarm clocks will make waking up more fun for you. If you start getting irked by one, you can always try second. Do let us know if you could wake up as a result of these applications. Other similar applications include Alarm Clock Xtreme, Alarm Clock Plus, and SleepBot.
Tiered storage is all about matching cost of storage to application priority — the most important applications get the fastest storage. While the first storage systems included three tiers of hard drive storage, and the next versions included a tier of SSD storage as a Tier 0 above the three hard drive tiers, today, there are multiple options for fast SSDs in multiple tiers.
Flash memory has become fast enough that one drive can overwhelm the SATA bus, or even the SAS bus. Newer versions of flash have been developed to use the faster busses — PCIe, NVMe and even the memory bus, which has enough bandwidth to support multiple fast SSDs on the same connection.
With tiered storage, each tier offers a jump in performance and cost over the one below it. The memory bus has the fastest transfer rates and very low latencies, but is expensive, while the PCIe bus and NVMe are very similar — a single NVMe connection is equivalent to a 4x PCIe slot, with lower costs than memory bus SSDs, while SATA SSDs are relatively inexpensive, but limited in bandwidth and latency by the SATA connection.
For lower-level memory tiers, the first versions of Optane are available in PCIe bus versions, and will later include memory bus versions. Currently available Optane drives are rated at about 1200 MB/s, or about half the speed of the NVMe Samsung 960 Pro, which is rated at about 2500 MB/s.Discover the Cost Advantages of SSDs
The PCIe SSDs consist of one or more NVMe drives mounted on a PCIe board. They can be used in systems that do not have separate NVMe interfaces built in. The upside is that they can be used on any motherboard, but the downside is that they are substantially bigger than M.2 or U.2 NVMe SSDs, meaning you may not be able to fit as many into a data center configuration.
For the purposes of tiered SSD storage, a system might have memory bus SSDs, NVMe SSDs and SATA SSDs as the three tiers; or an NVMe, SAS and SATA SSD configuration; or even NVMe and two different tiers of SATA-based SSDs with different performance.
Learning to Optimize Hardware and Software
With the right software and relative sizes of different tiers, a two-tier or three-tier SSD tiered storage system can provide the blazing speed of the top tier and the less-expensive capacity of the bottom tier by keeping the most often-used data in the top tier, and migrating the less-used data to the lower tiers.
Typically, 10 to 20 percent of data is hot, which means that the top tier only needs to be 10 percent of the size of the next tier. As long as all the hot data fits in the top tier, the overall performance of the system is the same as the top tier, while the remaining 80 percent of the data is stored on a slower but cheaper bottom tier.
When it comes to storage applications, it can take some time to figure out the right balance and ratio, but applying the right type of tiered architecture can ensure that your storage is optimized for scalability and changing data processing rates.
Find the best storage solutions for your business by checking out our award-winning selection of SSDs for the enterprise.
Dhanbad, The Coal City
Planning a business trip to Dhanbad anytime soon this year? There are so many luxurious hotels in Dhanbad to explore and enjoy with family and friends. Dhanbad is famous for its coal mines and hence, called the coal capital of India. The deep mines in Dhanbad have attracted many business prospects. The city is home to one of the most prestigious institutes in India, the Indian School of Mines, now IIT Dhanbad.Best Hotels in Dhanbad
Let’s explore the best luxurious hotels in Dhanbad for your next business trip to the coal city of India.
Watch our Demo Courses and Videos
Valuation, Hadoop, Excel, Mobile Apps, Web Development & many more.#1 Cocoon Luxury Business Hotel
Location: Dhanbad, Jharkhand, India.
Address: Beside Puja Talkies, Near Dhanbad Railway Station, Forest Colony, Jharkhand, India, 826001.
Price: INR 4100- INR 7300 (Approx.)
Check-in Timing: 24/7
Amenities: Minibar, Doctor on call, Laundry service, Valet parking, and Wireless internet.
Facilities: Pick up and drop service by chauffer driven car, Relaxing lounge bar, and two banquet halls.
How to Reach:
Dhanbad Railway Station- 500 meters
Bus Stand- 1km
Airport- 2.5 km
Birsa Munda Park
Ozone Galleria Mall#2 The Wedding Bells
Luxurious yet affordable, the Wedding Bells hotel and resort in Dhanbad is filled with all the modern amenities and facilities. Arabian Nights restaurant, with its desert theme, adds more to the facilities offered by the hotel. The ambiance is extraordinary, making it one of the best hotels in Dhanbad.
Location: Dhanbad, Jharkhand, India
Address: Near Asrfi Hospital, Baramuri Dhanbad, Jharkhand, India, 828105.
Check-in Timing: After 11 AM
Check-out Timing: Before 11 AM
Amenities: Air-conditioned rooms, 100% power backup, Express Laundry Service, and Complimentary breakfast
Facilities: Doctor on call, Pick & Drop facility, Temple, and Muti-cuisine restaurant
How to Reach:
Dhanbad Raliway Station- 4.3 km
Bus Stand- 3.9 km
Birsa Munda Park
Bekar Bandh (Dam)#3 Parklane Resort
The private Jacuzzi with well-ventilated rooms is a remarkable feature of one of the luxurious hotels in Dhanbad. The Maharaj Suite offers a world-class facility with a pool-view balcony. Guests begin the day with yoga in the calm and composed environment of the resort in the lush green gardens.
Location: Dhanbad, Jharkhand, India
Address: NH-2, Govindpur Rd, Kowabandh, Dhanbad, Jharkhand, 828109
Price: INR 5000- INR 7000 with breakfast (Approx.)
Check-in Timing: 12 PM
Check-out Timing: 11 AM
Amenities: Free internet, Air conditioner, Jacuzzi, and pay-per-movie cable connection
Facilities: Continental breakfast, pool, garden, lounge bar, and Wedding banquets
How to Reach:
Dhanbad Airport- 9.8 km
Dhanbad Railway Station- 14.4 km
Nearest Bus Stand- 12.8 km
Ozone Galleria Mall#4 Seventeen Degrees
One of the top boutique hotels in Dhanbad, it combines solace and privacy in the city’s center. The hotel offers accommodation with affordable rooms and suites along with a variety of amenities. Seventeen degrees is committed to customer service providing excellent service at an affordable price.
Location: Dhanbad, Jharkhand, India
Address: Sri Ram Mall, Ashok Nagar, Dhanbad, Jharkhand, India, 828106
Price: INR 2600- INR 7500 (Approx.)
Check-in Timing: 24/7
Check-out Timing: 24/7
Amenities: LED TV, 24-hour room service, Terrace Garden, and Board Room
Facilities: Laundry facilities, Pick up and drop facility, Banquets, Bars, and Lounges.
How to Reach:
Dhanbad Airport – 7.3 km
Dhanbad Junction Railway Station- 2.6 km
Dhanbad Bus Stand- 3.8 km
Shri Ram Plaza
Birsa Munda Park#5 Sonotel Hotel
The perfect combination of business and pleasure, Sonotel Hotel offers an unparalleled ambiance. It is a statement of elegance and hospitality, having shopping malls and multi-cuisine restaurants under one roof. The 400 pax banquet hall is versatile and renowned for gathering and business events.
Location: Dhanbad, Jharkhand, India
Address: Ozone Galleria, Floor 5, Saraidhela, Dhanbad, Jharkhand, 828127.
Price: INR 4500 onwards
Check-out Timing: 12 PM
Amenities: Work desk area, WiFi, LED TV, Hair Dryer, and Luxury beds.
Facilities: Malls, restaurants, Weddings banquets, and Board rooms
How to Reach:
Railway Station- 5 km
Bus Stand- 4 km
NH2- 3 km
Shakti Temple#6 Wedlock Greens Hotel and Resorts
Welcomes as a guest and not just a reservation number, Wedlock Green hotel and resort has everything from hospitality to facility. Enjoy a luxurious, complimented, lush green garden at this iconic accommodation.
Location: Dhanbad, Jharkhand, India
Address: Bhatia, Grand Trunk Rd, Kasitand, Gobindpur, Jharkhand 828109
Price: INR 2850 onwards
Check-in Timing: 12 PM
Check-out Timing: 12 PM
Amenities: WiFi, Well-ventilated rooms, Garden-view rooms, and Air-conditioner
Facilities: Palatial Wedding hall, Conference facilities, Swimming pool, and Event bookings.
How to Reach:
Dhanbad Airport- 11 km
Dhanbad Railway Station- 13 km
Bus Stand- 13 km
Barmasia ParkFinal Thoughts
The Hotels in Dhanbad will provide various services to their guests with the necessary amenities required. It’s worth it to visit Dhanbad.Recommended Articles
We hope that this EDUCBA information on “Hotels in Dhanbad” was beneficial to you. You can view EDUCBA’s recommended articles for more information,
Update the detailed information about Top 6 Data Mining Applications on the Katfastfood.com website. We hope the article's content will meet your needs, and we will regularly update the information to provide you with the fastest and most accurate information. Have a great day!