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Dhanbad, The Coal CityPlanning 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 DhanbadLet’s explore the best luxurious hotels in Dhanbad for your next business trip to the coal city of India.
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#1 Cocoon Luxury Business HotelLocation: Dhanbad, Jharkhand, India.
Address: Beside Puja Talkies, Near Dhanbad Railway Station, Forest Colony, Jharkhand, India, 826001.
Star-Rating: 4-star
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
Nearby Attractions:
Shakti Mandir
Birsa Munda Park
Ozone Galleria Mall
#2 The Wedding BellsLuxurious 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.
Star-Rating: 3-star
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
Nearby Attractions:
IIT Dhanbad
Birsa Munda Park
Bekar Bandh (Dam)
#3 Parklane ResortThe 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
Star-Rating: 4-star
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
City Centre
Shakti Mandir
Ozone Galleria Mall
#4 Seventeen DegreesOne 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
Star-Rating: 3-star
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
Nearby Attractions:
Shri Ram Plaza
Birsa Munda Park
#5 Sonotel HotelThe 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.
Star-Rating: 4-star
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
Nearby Attractions:
Idiots Cafe
Birsa Munda
Shakti Temple
#6 Wedlock Greens Hotel and ResortsWelcomes 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
Star-Rating: 3-star
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
Nearby Attractions:
Bekar Bandh
Shakti Temple
Barmasia Park
Final ThoughtsThe Hotels in Dhanbad will provide various services to their guests with the necessary amenities required. It’s worth it to visit Dhanbad.
Recommended ArticlesWe hope that this EDUCBA information on “Hotels in Dhanbad” was beneficial to you. You can view EDUCBA’s recommended articles for more information,
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Top Hotels In Patna (Updated 2023)
Patna, Bihar Best Hotels in Patna
There are many places one could visit across Patna. This is a guide that will give a person a brief idea of the nearby hotels near the well-known places in Patna.
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#1 Hotel KrrishHotel Krrish is one of the four-star hotels on Patna’s Ara Garden Road. Tourists get attracted to this property because of its location: it’s just 7.1 kilometers away from the railway station, 8.7 kilometers away from the nearest bus stop, and it takes 3.4 kilometers to drive from Jay Prakash International Airport to the hotel. The hotel has an on-site restaurant named Suruchi, which is another tourist attraction of the hotel. Not only are these, but there are many other restaurants over a diameter of 1 km that serve the best food and specialties of Patna. These are The Angeethi, Mardi Café, Rasoi Restaurant, and Oyepeju Restaurant, respectively.
Address: Opp Pillar No-04 Ara Garden Road, Jagdeo Path, Patna, Bihar 800014
Nearby Attractions: The Maurya Lok complex for the best shopping experience, Eco Park in the evening, Gandhi Ghat, and Golghar from the resort.
Facilities and Amenities:
Free Wi-Fi.
The guests receive custom room services
Wheelchair service is available for the elderly or handicapped.
It provides a safe locker for the guests’ precious belongings.
#2 Hotel Chanakya
Address: J42G+87C, Beer chand Patel Path, R-Block, Kidwaipuri, Patna, Bihar 800001
Nearby Attractions: Buddha Smriti Park, which is almost 1.5 km away from the hotel. Visit the Shri Krishna Science Center, which is only 2.3 kilometers away from the property, for the best experience. Gandhi Sangrahalaya is nearby, about 2.7 kilometers from the property. Golghar, a famous place in Patna, is also at a distance of approximately 3 km from the property.
Facilities and Amenities:
Free Wi-Fi.
The property includes multiple conference halls for various events.
It offers transportation services for the convenience of the guests. It also has a swimming pool, which will refresh all the nerves of the personnel visiting the site.
#3 Hotel Patliputra ContinentalA 5-star hotel, the Hotel Patliputra Continental, located 3.1 kilometers from the Jay Prakash International Airport in Patna, attracts tourists for its numerous amenities provided by the hotel. Approximately 78 people have visited this hotel and shared their best stay experiences. The property owns three restaurants, each specializing in a specific country’s cuisine. These include Coca Mocha, a café that serves the best coffee, sweet pastries, and light food. Another is Chao Chinese, which, as its name suggests, is famous for Chinese. Bristo is yet another restaurant that will satisfy one’s taste buds with the best breakfast and dinner menus.
Address: PC Bypass Road, Golamber, Anisabad, Patna, Bihar 800002
Nearby Attractions: Patna Zoo is just 4.4 km away from the premises and is a place worth visiting when visiting Patna. The Sanjay Gandhi Biological Park, located 1.8 kilometers from the hotel, is another tourist attraction. Exploring the Bihar Museum, which is 6 kilometers away from the property, is another tourist attraction.
Facilities and Amenities:
Various dining options are available based on the carving of the taste buds.
Well-equipped rooms and banquet halls for your big day, whether it’s a birthday party or a wedding.
“Health is wealth,” and the property includes a gym to accommodate the customer’s health.
ConclusionPatna is a great place to visit, and the hotels in Patna offer excellent service and amenities. While visiting Patna may be very relaxing and rejuvenates one’s mind.
Top 6 Data Mining Applications
Overview 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.
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List of Data Mining ApplicationsHere is the list of various Data Mining Applications, which given below –
1. Financial firms, banks, and their analysisMany 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 domainThe 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 medicineIn 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 ConclusionWe 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 ArticlesWe hope that this EDUCBA information on “Data Mining Applications” was beneficial to you. You can view EDUCBA’s recommended articles for more information.
Top 6 Tiktok Online Viewers
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. BrainansBrainans 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. UrleBirdUrleBird 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. OnlineTikOnlineTik 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. TikyTokyTikyToky 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.ioThe 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”.
ConclusionThe 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 readingHow to See Your Watch History on TikTok
How to Go Live on TikTok Without 1000 Followers
360 Good, Cool, And Aesthetic TikTok Usernames
6 Best Vpn For Singapore In 2023
Our Best VPN Recommendation Best VPNs for Singapore
ExpressVPN is one of the easy-to-operate and renowned VPN services. It does not require multiple configurations to achieve fast and secure connections.
ExpressVPN offers fast VPN connection speed irrespective of the server you use. So, it is the ideal VPN service for someone who wants to watch streamed content on numerous platforms which are unavailable in Singapore.
Key Specs:iOS, Android, Linux, macOS, and Microsoft Windows
No of Servers: 3000+ Server Countries: 94 Split Tunneling: yes
Data Allowance: Unlimited Torrenting: yes Kill Switch: yes
YouTube TV, Netflix, iPlayer, Amazon Prime, Hulu etc.
No-logging policy: yes Ip addresses: Dynamic Simultaneous Connection: 5
Free Trial: Yes – 30 days Today Best Deal’s: Check Now!
Features:
Private DNS on every server.
Split tunneling and Network kill switch available.
Guaranteed High-grade encryption.
Strict no-logs policy for better anonymity.
It is equipped with the TrustedServer feature.
Keyed-Hash Message Authentication Code.
Available on Smart TVs and consoles.
ProsIt offers breakneck speeds for streaming.
ConsSlightly higher price.
✔️ Pricing: ExpressVPN comes with three subscription plans. The $12.95 for a one-month, $9.99 six-month, and $8.32 12-month plan. And a 30-day money-back guarantee.
✔️ Protocol Supported: When it comes to protocols that this VPN offers, the choice is quite versatile. The most common one is the Lightway protocol. The others are L2TP/IPsec, OpenVPN UDP or TCP, IKEv2, and PPTP. Every protocol has something exclusive and designed to cater to specific user needs. For example, the IKEv2 is the best for mobile VPN users. And for the best streaming experience, OpenVPN TCP is the best.
✔️ Privacy and Log Policy: ExpressVPN does not store activity logs, browsing history, IP addresses, session duration, timestamps, or data. It only stores data related to your account, like aggregate app statistics, app diagnostics (crash reports), and MediaStreamer logs (after consent).
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2) NordVPN – Best for its Device CompatibilityNordVPN is the best fit for browsing and includes various user-friendly features. It is an ideal option for watching online TV series and movies. It is essential for those who like to watch content on Netflix, BBC iPlayer, or other streaming platforms.
The downloading speed of this VPN is among one the best ones you can find. It also makes it a solid option for those who wish to enjoy online gaming or simple browsing. The service is completely compatible with all the streaming and torrenting options. It is one of the cheapest VPNs for Singapore offering 5427 servers scattered in 60 countries.
Key Specs:Linux, Windows, macOS, iOS
No of Servers: 5427 Server Countries: 60+ Split Tunneling: yes
Data Allowance: Unlimited Torrenting: yes Kill Switch: yes
YouTube TV, Netflix, Amazon Prime, Hulu
No-logging policy: yes Ip addresses: Static Simultaneous Connection: 6
Free Trial: Yes – 30 days Today Best Deal’s: Check Now!
Features:
It provides dedicated IP addresses to users.
Obfuscated servers for maximum anonymity.
Split tunneling is enabled.
It offers an unlimited data allowance.
It comes with multiple browser extensions and up to 6 devices in control.
Provide a feature for private DNS leak protection.
High lightning speed for the most popular servers.
MeshNet feature is also available.
SmartPlay option is available for streaming content.
ProsHas a high number of fast-connection servers with obfuscated features.
ConsCompared to peers, lesser number of simultaneous devices supported.
✔️ Pricing: You can get NordVPN from $3.49/month with six simultaneous connections. Each subscription includes a 30-day money-back guarantee. There is also an option for a free 3-day trial on iOS devices.
✔️ Protocol Supported: Protocol has a significant impact on the overall VPN experience of a user. Therefore, selecting the right one is prudent. The options in Nord VPN are OpenVPN, IKEv2/IPsec, WireGuard, and NordLynx protocol. It comes with both UDP and TCP ports, ensuring maximum protection with strong encryption. You can also choose NordLynx if you want the fastest connection possible.
✔️ Privacy and Log Policy: NordVPN’s No-Log policy means all your information will be protected. If any abuse or leak comes from their side, you can pursue them in a court of law. Therefore, you don’t have to worry about misuse of your credentials, as NordVPN is the first VPN provider to submit its practices for review.
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3) SurfSharkVPN – Solid Choice for SecuritySurfSharkVPN is one of the most reliable and affordable solutions available in the market and is one of the best deals you can find. It’s optimized for mobile and PC devices, while its dedicated mobile app makes all the usability differences.
It is one of the cheapest VPNs for Singapore that relies on split tunneling and enables several simultaneous connections for Singapore users. It offers numerous servers that allow easy navigation through apps like Kodi, HBO Max, or Disney+, as you can keep your IP address hidden. You can easily see that SurfShark VPN is designed to be a budget option for common people, and this incredible app confirms it!
Key Specs:Mac, Windows, iOS, Linux, and Android
No of Servers: 3200 Server Countries: 100+ Split Tunneling: yes
Data Allowance: Unlimited Torrenting: yes Kill Switch: yes
YouTube TV, Netflix, iPlayer, Amazon Prime, Hulu
No-logging policy: yes Ip addresses: Static Simultaneous Connection: Unlimited
Free Trial: Yes – 30-day free trial Today Best Deal’s: Check Now!
Features:
Use an unlimited number of devices.
Camouflage mode for maximum protection.
Military-grade encryption enabled.
NoBorders mode feature available.
Private DNS and protection against leaks.
No restrictions for devices and the number of people using them.
ProsSpecial servers with the best connection speeds.
ConsNot having the best long-term subscription plan.
✔️ Pricing: Surfshark VPN is quite affordable, with plans starting from as low as $3.99/month. They also offer a 30-day money-back guarantee so that you can try their service without any risk.
✔️ Protocol Supported: SurfShark offers three secure and up-to-date protocols OpenVPN, IKEv2, and WireGuard. If you want to maximize your mobile experience and always stay protected, we highly recommend using IKEv2 as it’s the fastest and most secure protocol for VPN.
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4) AtlasVPN – Best Singapore VPN for Streaming ContentAtlasVPN is a high-performing and secure VPN explicitly suited for torrenting and online streaming services. The main benefit this VPN offers is the malware block. You can easily and safely browse the net, knowing that you can’t get targeted by any harmful malware.
It also offers a safe browsing feature to make your browsing experience more secure. This VPN has with many features that can benefit someone using it for streaming purposes.
Key Specs:Windows, Linux, MacOS, Android and iOS
No of Servers: 750+ worldwide Server Countries: 35+ Split Tunneling: Yes
Data Allowance: Unlimited Torrenting: Yes Kill Switch: Yes
Amazon Prime, Hotstar, iPlayer, YT
No-logging policy: Yes Ip addresses: Dynamic Simultaneous Connection: Unlimited
Free Trial: Yes – 30 days Today Best Deal’s: Check Now!
Features:
It provides SafeSwap and SafeBrowse features.
Split tunnelling enabled.
A great option for malware blocking.
Offers best-in-class WireGuard protocol.
Offers the ability to use a Network kill switch.
MultiHop+ servers feature the strongest encryption.
The most secure servers with strong protocols.
ProsPerfect for streaming content.
ConsNot having the best app design.
✔️ Pricing: Atlas VPN offers free VPN services, so you don’t have to pay subscription fees. However, the paid version provides additional features, such as unlimited bandwidth, ad blockers, and split tunneling. The paid package version begins from as low as $3.29 per month with a 30-day money-back guarantee.
✔️ Protocol Supported: There are only two types of protocols available for AtlasVPN users. The first one is the WireGuard protocol, which is perfect for streaming and protection in general. The second one is a well-known IPSec/IKEv2 protocol that is more oriented toward gamers and those looking to stay under the radar.
✔️ Privacy and Log Policy: AtlasVPN is dedicated to providing the best service to its customers. Therefore, they have a strict no-logs policy enforced. It means you can expect them to keep any information they have hidden securely in their database. With both connection logs and usage logs kept safe, you can rest assured to browse the internet and enjoy the Singapore IP address without any problems.
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5) CyberGhost VPN – Best VPN in Singapore for GamingCyberGhost VPN comes with a wide array of optional IP addresses. This VPN contributes to your exceptional gaming experience with several usability features for Singapore players. One of them is that this VPN comes with over 9135 servers from more than 91 countries!
It makes a dream come true for every Singaporean who wishes to maintain privacy and security. This option also uses the split tunneling feature, where you can cut down the server connection in less than a second by using the Internet kill switch feature.
Key Specs:Windows, Linux, Mac, iOS, Android, FireStick
No of Servers: 9135 Server Countries: 91 Split Tunneling: yes
Data Allowance: Unlimited Torrenting: yes Kill Switch: yes
Netflix
No-logging policy: yes Ip addresses: Static Simultaneous Connection: 7
Free Trial: No- 45-day money-back guarantee Today Best Deal’s: Check Now!
Features:
Split tunneling supported with MultiHop+ servers.
It offers a special in-game mode for gamers.
Perfect public Wi-Fi security is guaranteed.
A dedicated IP address is offered to all users.
It helps you to bypass internet censorship with ease.
ProsEasy unblocking of any streaming platform.
ConsMac users constantly experience problems with some servers.
✔️ Pricing: CyberGhost offers three pricing plans 1) Monthly plan of $12.99 2) Half yearly plan of $6.99 for 6 months 3) 2-year plan of $2.19 per month for + 2 months bonus.
✔️ Protocol Supported: We all know that choosing the right protocol can greatly influence our experience with VPN software. Therefore, you can choose from OpenVPN (TCP and UDP), IKEv2, WireGuard, and L2TP/IPSec. However, if you need the strongest and most secure connection, we would highly recommend using WireGuard.
✔️ Privacy and Log Policy: CyberGhost’s privacy policy doesn’t track when a user accesses a particular website. They also do not monitor, store any information or tamper with it at any time.
45-day money-back guarantee
6) Private Internet Access– Best for Online StreamingPrivate Internet Access is an ideal option for online streaming because of its fast and secure connection. When it comes to downloading speed, you can achieve fast downloading at more than 12 MB/s, which is an overall great speed. On top of that, Private Internet Access is also one of the most secure options you can stumble across.
The overall security of this VPN is reflected by its 256-bit encryption and security protocols implemented. Moreover, this VPN only focuses on 2000 servers, fewer than NordVPN. Still, you’ll find unmatched speed and satisfying security with this option.
Key Specs:iOS, Android, Linux, macOS, and Microsoft Windows.
No of Servers: 10,000+ Server Countries: 84+ countries Split Tunneling: Yes
Data Allowance: Unlimited Bandwidth Torrenting: Yes Kill Switch: Yes
YouTube TV, Netflix, Amazon Prime, Hulu
No-logging policy: Yes Ip addresses: Static Simultaneous Connection: 10
Free Trial: No- 30 days money-back guarantee Today Best Deal’s: Check Now!
Features:
VPN for routers and consoles is available.
It offers strong VPN encryption.
Antivirus and split tunneling equipped.
Fast and secure connections are guaranteed.
No leaks with a dedicated IP address and private DNS.
Multi-divide connectivity.
Offers digital identity protection.
Add and Malware blocker.
ProsPerfect for those who want to pay with crypto.
ConsThere aren’t that many features.
✔️ Pricing: The monthly Private Internet Access plan is $11.95, which is affordable considering what they offer. You can commit to a year subscription and pay $3.33 monthly. However, if you want to use the service for three years, you’ll pay $2.03 a month and get three months free.
✔️ Protocol supported: The PIA protocol comes with two options, OpenVPN and WireGuard. It means you can enjoy a fast and secure connection no matter the choice. However, there are differences between these two. For example, WireGuard is perfect for streaming and overall internet activity. But an OpenVPN protocol with both UDP and TCP options is better for security.
✔️ Privacy and Log Policy: PIA (Private Internet Access) takes your internet security and information seriously. It has the best no-logs policy of all VPNs. Private Internet Access will never use your IP address, browser history, or similar info. Also, they will always protect your credentials and the email information you provided.
30 days money-back guarantee
FAQs:Here are some important points you should keep in mind while selecting the best VPN in Singapore:
Unblocking: If you are in Singapore, you might come across geo-restricted and government-censored content. So, opt for a VPN that helps you bypass restrictions and unblock a wide range of websites and streaming services.
Speed: Connecting to servers in some other countries while your internet traffic is encrypted may slow down your connection. For this reason, you should look for VPNs that offer the fastest speed.
Security: Any high-quality VPN should encrypt your internet traffic and protect you from leaks. It is especially important if you’d like to avoid the security risks posed by hackers and snoopers. Some VPNs offer an extra layer of security by providing Double VPN servers, encrypting your data twice.
Privacy: In Singapore, your ISP may be required to hand over data to the government. If you’re worried about your online privacy, it’s essential to use a VPN which operates a strict no-logs policy so that there’s nothing to hand over if requested.
Ease and Fast: You should always look for a VPN that is easy to operate and provides fast and accurate information.
Value for money: You must opt for a VPN that offers value. While plenty of other VPNs offer some of these features, many are priced similarly or even higher.
No, using a VPN in Singapore is not illegal, but it’s also not something that government would appreciate. However, you can benefit from everything a VPN offers with regards to security and servers.
Best VPNs for SingaporeTop 6 Amazon Athena Interview Questions
Introduction
Amazon Athena is an interactive query tool supplied by Amazon Web Services (AWS) that allows you to use conventional SQL queries to evaluate data stored in Amazon S3. Athena is a serverless service. Thus there are no servers to operate, and you pay for the queries you perform. Athena is built on Presto, an open-source distributed SQL query engine, and supports various data formats such as CSV, JSON, ORC, and Parquet. Athena allows you to instantly query and analyze massive datasets stored in S3 without having to set up costly ETL procedures or manage infrastructure, making it an efficient and cost-effective data analysis solution.
Athena uses the Amazon Glue Data Catalog, a managed metadata catalog that holds table definitions and schema information, allowing data to be queried without the need to set up or administer a database. Athena may be used for ad-hoc querying, data analysis, and BI reporting, and it can be integrated with other AWS services, such as Amazon QuickSight and AWS Glue. Overall, Amazon Athena provides a simple and powerful approach to analyzing data in S3 without sophisticated data infrastructure setup and management.
Source: webscraper.io
Learning Objectives
We will go through the fundamentals of Amazon Athena and how it works.
We will learn several data types offered by Amazon Athena.
We’ll examine how AWS Glue Data Catalog works and relates to Amazon Athena.
Finally, we will cover how to optimize query performance in Amazon Athena and secure data stored in Amazon S3 and queried using Amazon Athena.
This article was published as a part of the Data Science Blogathon.
Table of Contents Q1. What Exactly is Athena, and How does it Function?Amazon Athena is an Amazon Web Services (AWS) query service that allows you to evaluate data stored in Amazon S3 using regular SQL queries. Athena is a serverless service. Thus there are no servers to operate, and you simply pay for the queries you perform. To use Amazon Athena, create tables in Athena that refer to data in Amazon S3. You can construct tables in Athena that point directly to your S3 data or utilize the Amazon Glue Data Catalog to define external tables that indicate your S3 data. When you’ve defined your tables, you can use the Athena Query Editor or any other standard SQL client to perform SQL queries against them.
When you perform a query in Amazon Athena, the service scales up the resources required to conduct the query and provides the results to you. Athena utilizes Presto, an open-source distributed SQL query engine, to perform your requests. Presto breaks down your query into small jobs spread across a cluster of Amazon EC2 servers. Each instance executes a subset of the query, and the results are merged to get the final output. CSV, JSON, ORC, and Parquet are among the data formats supported by Amazon Athena. You can also use Athena to analyze structured data in relational databases by crawling your database using Amazon Glue and creating a table definition that refers to your data.
Overall, Amazon Athena provides a simple and powerful approach to analyzing data in S3 without sophisticated data infrastructure setup and management. Users may evaluate data stored in various formats using standard SQL queries, and the serverless aspect of the service makes it simple to expand and improve query performance.
Serverless: It is a serverless service requiring no servers or infrastructure. This removes the need for complex database maintenance duties like scalability, patching, and backups, allowing you to concentrate on data analysis.
Cost-effective: It charges you only for the queries you perform, with no setup fees or minimum fees. Because you pay for the resources you use, it is a cost-effective alternative for ad-hoc data analysis. Because you pay for the resources you use, it is a cost-effective alternative for ad-hoc data analysis.
Scalability: It grows automatically to accommodate massive datasets and high query volumes. This means you can examine petabytes of data without requiring or managing new resources.
Flexibility: It supports various data formats, including CSV, JSON, ORC, and Parquet. This enables simple data analysis from multiple sources without pre-processing or transformation.
Easy Integration: It interfaces easily with other AWS services, such as AWS Glue and Amazon QuickSight, making constructing end-to-end data analytics solutions simple.
It provides a versatile, scalable, and cost-effective approach to analyzing data stored in Amazon S3 using standard SQL queries without requiring complicated database administration or infrastructure management.
Q3.What are the Many Data Formats that Athena Supports?It supports several data formats, including:
CSV (Comma Separated Values): A basic text-based file format for storing tabular data.
JSON (JavaScript Object Notation): A simple, easy-to-read data transfer format.
ORC (Optimized Row Columnar): A high-performance columnar storage format for Hadoop data processing.
Parquet: A columnar storage format developed to increase query speed for huge collections.
Avro: A binary data format that is small and quick and is intended for efficient data serialization and deserialization.
Apache HBase: A NoSQL database designed for fast read/write access to massive datasets.
Amazon CloudFront logs: Amazon CloudFront logs include extensive information on user content requests.
It also supports data saved in Amazon S3 in compressed forms like gzip and Snappy. You may write your custom SerDe (Serializer/Deserializer) to read data in additional formats. Overall, the vast range of supported data formats makes it simple to evaluate data saved in diverse forms in Amazon Athena using typical SQL queries.
Q4. What is the AWS Glue Data Catalog, and How Does it Connect to Athena?The Amazon Glue Data Catalog is a managed metadata repository that maintains data source and schema information. It is a common repository for storing and maintaining metadata for numerous AWS services, including Athena, such as table definitions, partition information, and schema versions. As you crawl your data sources with Amazon Glue, it automatically extracts information and builds table definitions in the AWS Glue Data Catalog. It may utilize these table definitions to construct external tables that allow you to query data stored in Amazon S3 using regular SQL chúng tôi manages metadata about data sources and schemas using the AWS Glue Data Catalog. When you execute a query in Athena, it leverages the AWS Glue Data Catalog table definitions to understand the structure of the data, allowing it to optimize query execution and increase performance. Data versioning is also supported by the Amazon Glue Data Catalog, allowing you to trace changes to data sources and schemas across time. This ensures that your queries always use the correct schema and data definitions.
Overall, the AWS Glue Data Catalog is an essential component of the AWS analytics stack, serving as a centralized repository for metadata management across different AWS services, including Amazon Athena.
Q5. How can Query Performance in Athena be Improved?With Amazon Athena, there are numerous approaches to improve query performance:
Partitioning: To decrease the quantity of data scanned by your queries, partition your data depending on one or more columns. You may dramatically increase query speed by splitting your data and limiting the amount of data examined by a query to only.
Compression: You may compress your data on Amazon S3 using a supported compression format like Snappy or GZIP. The reduction can increase query speed by reducing the quantity of data scanned by your queries.
Columnar storage: By lowering the quantity of data scanned and enhancing data compression, you may improve query speed by storing your data in a columnar format like ORC or Parquet.
Query tuning: You may improve the performance of your queries by using suitable query syntaxes, such as choosing just the required columns and eliminating superfluous joins and subqueries. You may also improve query speed by utilizing appropriate data types, such as integer or date data types, and avoiding costly operations, such as regular expressions.
To guarantee that queries run fast and efficiently, optimizing query performance in Amazon Athena needs a mix of data management approaches, query optimization, and workgroup management.
Q6. How can Data Stored in Amazon S3 and Queried Using Athena be Secured?There are numerous methods for protecting data stored in Amazon S3 and queried using Amazon Athena:
Encryption: You may encrypt your data at rest in Amazon S3 using server-side encryption. To help you safeguard your data, Amazon S3 offers multiple encryption solutions, including AWS KMS-managed keys and customer-managed keys. You may also encrypt your data before uploading it to Amazon S3 using client-side encryption.
Access Control: You may manage who has access to your Amazon S3 data by using access control tools such as bucket policies and object ACLs. AWS Identity and Access Management (IAM) may also govern access to Amazon Athena, enabling you to designate who can perform queries and access query results.
VPC Endpoints: AWS Identity and Access Management (IAM) may also govern access to Amazon Athena, enabling you to designate who can perform queries and access query results. Amazon VPC endpoints allow you to securely access Amazon S3 and Athena through a private network connection without exposing your data to the public internet. This can assist in increasing data security and prevent illegal access.
Encryption in Transit: Encrypt data as it travels between Amazon S3, Athena, and your application using encryption in transit. This is possible because the SSL/TLS protocols encrypt data as it travels over the network.
Auditing and Logging: AWS CloudTrail can audit and log all API calls made to Amazon S3 and Athena. This allows you to monitor data access and identify unwanted access or activity.
Overall, safeguarding data stored in Amazon S3 and queried using Amazon Athena necessitates a mix of encryption, access control, network security, and auditing to secure your data from illegal access and exploitation.
ConclusionKey takeaways of this article:
Initially, we examined it, a powerful and versatile tool for accessing data stored in Amazon S3 using conventional SQL.
It supports numerous data formats, including CSV, JSON, and Apache Parquet.
Finally, We talked about optimizing query performance in Amazon Athena by partitioning your data, compressing it, and using columnar formats like Parquet, as well as how to secure data stored in Amazon S3 and queried using Amazon Athena by using encryption, access control, network security, and auditing.
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