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    <title>Forem: clouddevloper</title>
    <description>The latest articles on Forem by clouddevloper (@clouddevloper).</description>
    <link>https://forem.com/clouddevloper</link>
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      <title>Forem: clouddevloper</title>
      <link>https://forem.com/clouddevloper</link>
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    <item>
      <title>Ethical Hacking Tutorial to Learn CEH v12</title>
      <dc:creator>clouddevloper</dc:creator>
      <pubDate>Mon, 13 Feb 2023 12:43:04 +0000</pubDate>
      <link>https://forem.com/clouddevloper/ethical-hacking-tutorial-to-learn-ceh-v12-ajp</link>
      <guid>https://forem.com/clouddevloper/ethical-hacking-tutorial-to-learn-ceh-v12-ajp</guid>
      <description>&lt;p&gt;As an AI language model, I cannot provide a full CEH v12 tutorial. However, CEH v12 (&lt;a href="https://www.edureka.co/ceh-ethical-hacking-certification-course"&gt;Certified Ethical Hacker&lt;/a&gt;) is a certification program that teaches the skills needed to identify and defend against potential security threats. It covers various topics such as ethical hacking, network and system security, and vulnerability assessment. To learn more about CEH v12, you can refer to official study materials provided by the certification body, EC-Council, or enroll in a training course offered by an authorized training center.&lt;/p&gt;

&lt;p&gt;Here is a step-by-step guide for learning ethical hacking online:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;&lt;p&gt;Understand the basics of computer networking and security: Before diving into ethical hacking, it's essential to have a good understanding of computer networks and security concepts. You can learn these basics through online courses or tutorials.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Familiarize yourself with the common tools and techniques used by ethical hackers: You should learn about different tools and techniques used in ethical hacking, such as port scanning, vulnerability scanning, password cracking, and social engineering. Online resources such as blogs, videos, and tutorials can be useful for this purpose.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Study the different types of vulnerabilities: Learn about different types of vulnerabilities that can exist in computer systems and networks, such as buffer overflows, SQL injection, and cross-site scripting (XSS).&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Setup a lab environment: You can set up your own virtual lab using software like VirtualBox and Kali Linux. This will allow you to practice different ethical hacking techniques without damaging real-world systems.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Learn about ethical hacking methodologies: You should understand the different phases of ethical hacking, such as reconnaissance, scanning, enumeration, exploitation, and post-exploitation.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Practice on vulnerable applications: There are several online resources and platforms where you can practice ethical hacking on vulnerable applications or websites, such as Metasploitable, Hack The Box, and Vulnhub.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Stay up to date with the latest security news and research: To stay informed about new threats and vulnerabilities, you should follow security news and research websites, attend conferences, and join online communities.&lt;/p&gt;&lt;/li&gt;
&lt;li&gt;&lt;p&gt;Remember, ethical hacking should always be done with permission and in a controlled environment. Unauthorized hacking is illegal and can have serious consequences.&lt;/p&gt;&lt;/li&gt;
&lt;/ul&gt;

</description>
      <category>ethicalhacking</category>
      <category>cybersecurity</category>
      <category>cehv12</category>
      <category>ceh</category>
    </item>
    <item>
      <title>Python vs Java: Which is Best Language for 2022</title>
      <dc:creator>clouddevloper</dc:creator>
      <pubDate>Thu, 23 Dec 2021 11:43:47 +0000</pubDate>
      <link>https://forem.com/clouddevloper/python-vs-java-which-is-best-language-for-2022-1odj</link>
      <guid>https://forem.com/clouddevloper/python-vs-java-which-is-best-language-for-2022-1odj</guid>
      <description>&lt;p&gt;Are you unsure of what programming language you should learn? If you are planning to begin writing code in 2022, you have only one option. Who will win in the Python against. Java battle?&lt;/p&gt;

&lt;p&gt;The year of the pig is approaching, which makes it even more crucial to look at the new possibilities within the technical range. Also why not kick off 2022 by studying a new language completely? &lt;/p&gt;

&lt;p&gt;Although there are a lot of choices available on the market, there's an ongoing struggle among Python and Java that keeps students in the know. For more details on what each of the programming languages have to offer check &lt;a href="https://www.edureka.co/java-j2ee-training-course"&gt;Java course&lt;/a&gt; &amp;amp; &lt;a href="https://www.edureka.co/python-programming-certification-training"&gt;Python course&lt;/a&gt;.&lt;/p&gt;

&lt;p&gt;From creating games, running apps and writing complex codes What is the one you believe will rise to the top of the list in 2022?&lt;/p&gt;

&lt;p&gt;Let's take a look at factors that measure level of competition among the top competitors. &lt;/p&gt;

&lt;p&gt;Python against. Java: The Competition Starts&lt;/p&gt;

&lt;p&gt;To make this comparison, take into consideration these suggestions:&lt;/p&gt;

&lt;h2&gt;
  
  
  Python is vs. Java: Learning the Nuances
&lt;/h2&gt;

&lt;p&gt;Python is easy to learn and what you see is the result you receive when you start learning it. The syntax is straightforward and terminal windows are simple to navigate.&lt;/p&gt;

&lt;p&gt;This language with many different aspects continues to attract newcomers, particularly people who are new to programming and want to begin by learning a simple language.&lt;/p&gt;

&lt;p&gt;Despite its extensive, well-funded assistance from the community, Java was designed to be used by advanced users with many years of experience in programming. It's simple to say that the language could have plenty numbers of customers, yet it's not going to make sense for beginners.&lt;/p&gt;

&lt;h2&gt;
  
  
  Python Vs. Java: Interpreting the Codes
&lt;/h2&gt;

&lt;p&gt;Each language continues to garner interest due to their many applications. Each programming language is evaluated according to its syntax which makes it an extremely efficient and easy to learn language.&lt;/p&gt;

&lt;p&gt;Python remains to provide a variety of concise syntax options, despite numerous updates. This means that coding as well as testing applications are easy. Input lines directly into the terminal window and experience an enjoyable, seamless and effective procedure.&lt;/p&gt;

&lt;h2&gt;
  
  
  Python and. Java: Interpreting the Codes
&lt;/h2&gt;

&lt;p&gt;The two languages are continuing to draw attentiondue to their diverse applications. Every programming language is graded by its syntax, making it an extremely efficient and simple language.&lt;/p&gt;

&lt;p&gt;Python remains to provide a variety of straightforward syntax options, despite numerous updates. This means that coding or testing software is easy. You can type in lines directly in the terminal window and experience an effortless, smooth and effective procedure.&lt;/p&gt;

&lt;h2&gt;
  
  
  Python and. Java: Navigating Through Game Development
&lt;/h2&gt;

&lt;p&gt;Python is not a popular competitors that use it to develop games. Gaming is all about speedy processing, speed-validation, and simple-to-optimize hardware. However, Python offers none of these features, making it a far cry from its rival.&lt;/p&gt;

&lt;p&gt;Python can get around these delays through wrappers and bindings with third-party libraries. But this is a tough method of getting gaming speed but it won't be easy to use in the future.&lt;/p&gt;

&lt;p&gt;In contrast, Java wins the competition by offering multi-threading. This is in contrast to Python which comes with an interpreter lock that is global (the language can only use one CPU unit at a given time because of limitations).&lt;/p&gt;

&lt;p&gt;Furthermore, Java's sockets are helpful in creating multiplayer games, and also for the development of Android games.&lt;/p&gt;

&lt;p&gt;Inside Java, JMonkeyEngine and OpenGL continue to be the most popular open-source gaming engines. However they're not able to compete with other languages that are faster, such as C/C++.&lt;/p&gt;

&lt;p&gt;Python Vs. Java: Gauging Popularity&lt;br&gt;
The demand for Python has risen after the pandemic and there's no way to stop the most popular language of people.&lt;/p&gt;

&lt;p&gt;According to PYPL, Python has earmarked its place within five nations (France, UK, India, Germany, and US). The open source language is dominant in its share of the UK market, and has 34% market share, according to StatisticsTimes.&lt;/p&gt;

&lt;p&gt;Java is second only to Python in terms of popularity. There is a tiny market share that is still held by the language, but it is declining rapidly due to the appearance of other alternatives.&lt;/p&gt;

&lt;p&gt;The versatility of Java and its development options has helped it keep an enviable position among the Stack Overflow's most loved programming languages, but this could change in the next few years. Despite its declining popularity it's still a great language for 2022.&lt;/p&gt;

&lt;p&gt;Python Vs. Java: Bracing Web Frameworks for Development&lt;br&gt;
The web development frameworks for Python include Django and Flask that provide the basics of functionality without many routing requests or excessive cost.&lt;/p&gt;

&lt;p&gt;Additionally the Java's Spring is among the most popular backend frameworks used in web-based development of applications. The Java development ecosystem is extensive and comes equipped with community support, which makes the process of development simpler and easier to use.&lt;/p&gt;

&lt;p&gt;In any case, the battle in between Java as well as Python is a battle to the death because both languages provide the same options. This opens the door to excellent web application development.&lt;/p&gt;

&lt;h2&gt;
  
  
  Python Vs. Java: Data Science Usability
&lt;/h2&gt;

&lt;p&gt;In the field of data science, there's plenty of languages that can be used. When comparing Python and Java both, the former tends to win. Java is an excellent data science languagesince it is able to support Big Data. However, Python continues to be the most popular language.&lt;/p&gt;

&lt;p&gt;In contrast, Java is built to support Web development as well as programming and not data science. If you were to carry out certain calculations in both languages, you'd recognize that Python will be the master of all trades in the long term, due to the pre-built libraries that are standardised, standardized syntaxes and a user-friendly platform interface.&lt;/p&gt;

&lt;h2&gt;
  
  
  Python or Java Which is the winner?
&lt;/h2&gt;

&lt;p&gt;When you consider all the factors that rank above, it is an obvious fact it is Python is the preferred language of this year. If you're looking to dive deeper into a custom simple language that is able to yield excellent returns choose Python.&lt;/p&gt;

&lt;p&gt;The language's versatility, its customizable options, and simple syntax will make it an ideal addition to your existing set of programming abilities.&lt;/p&gt;

</description>
      <category>python</category>
      <category>java</category>
      <category>programming</category>
    </item>
    <item>
      <title>Why Salesforce is Best Career in 2022</title>
      <dc:creator>clouddevloper</dc:creator>
      <pubDate>Tue, 21 Dec 2021 13:46:12 +0000</pubDate>
      <link>https://forem.com/clouddevloper/why-salesforce-is-best-career-in-2022-24kc</link>
      <guid>https://forem.com/clouddevloper/why-salesforce-is-best-career-in-2022-24kc</guid>
      <description>&lt;p&gt;&lt;strong&gt;Introduction&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Are you still struggling with your career options? Did you get any advice on moving towards a Salesforce Career? Are you still unsure and confused about the meaning of Salesforce is? What's the reason for Salesforce Certifications being the most sought-after for the majority of Fortune 500 companies?&lt;/p&gt;

&lt;p&gt;Below, you'll find answers to the above questions . You'll also discover the reasons why Salesforce Career is the best alternative for you and &lt;a href="https://www.edureka.co/salesforce-administrator-and-developer-training"&gt;Salesforce training&lt;/a&gt; will help you with that. Before we start we must first know the basics of what Salesforce is.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Is Salesforce a good thing?&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;It is a renowned Software as an Service(SaaS) cloud-based computing firm that focuses on CRM (Customer Relationship Management). It is a CRM platform that integrates which aims to supply your departments with a single , as well as an all-encompassing overview of each customer.&lt;/p&gt;

&lt;p&gt;This program also aids in tracking real-time data through its many applications. It also focuses on helping businesses establish customer relationships. Additionally, it is adjustable, allowing you to satisfy the needs of businesses to the best of your ability.&lt;/p&gt;

&lt;p&gt;Additionally, Salesforce offers Certifications to prove that you are professional in this same area for the most of a Salesforce Career. These certifications are industry-accepted standards, not just a certifications that confirm the skills of particular areas within Salesforce. One interesting aspect of this is the fact these certificates are available to IT and non-IT professionals.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Salesforce as a career&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Salesforce certifications are primarily divided into 8 types according to the skills they cater to. The eight types of Salesforce certifications are:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Administrators&lt;/li&gt;
&lt;li&gt;Developers&lt;/li&gt;
&lt;li&gt;Architects&lt;/li&gt;
&lt;li&gt;App Builders&lt;/li&gt;
&lt;li&gt;Consultants or Implementation Experts&lt;/li&gt;
&lt;li&gt;Marketers&lt;/li&gt;
&lt;li&gt;Pardot Experts&lt;/li&gt;
&lt;li&gt;Specialists in CPQ&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;As with any professional certification like any professional certifications, such salesforce certifications could add value to your professional career. These certifications are designed to give you an in-depth understanding of Salesforce. Salesforce platform, and also enhance your understanding of any of the certifications that you pick from the listed above for you to pursue. In addition, the previously mentioned certification classes are subdivided further into number of other categories that ultimately shows how skilled you are in the area.&lt;/p&gt;

&lt;p&gt;We'll now shift to our main subject and that's the reasons to select Salesforce Career over the other options.&lt;/p&gt;

&lt;p&gt;Although it is the best program for CRM, Salesforce provides many advantages to both small and large companies. One of the major benefits include : first, it will not require any problems when adjusting to the Salesforce environment, even though it's not the most affordable software like other programs, and secondly, it is able to collaborate that utilize the most up-to-date technology. This includes IoT (Internet of Things), Cloud Computing, etc.&lt;/p&gt;

&lt;p&gt;When it comes to Salesforce Career it is possible to begin the journey to a career with salesforce by completing a 30-day calendar of training for Salesforce administrators with S2 Labs and even the advantages that come from this training are also great. Additionally, if you're thinking about making a career change and are looking for a new career, this is the perfect chance for you due to its numerous advantages.&lt;/p&gt;

&lt;p&gt;In addition to gaining Salesforce Certifications, we'll also discuss some additional advantages of using Salesforce as a career. The benefits are briefly discussed in the following sections:&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;1. High Potential for Earning:&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;In terms of financial terms the moment you start your career with Salesforce, you will get significant increases in pay since it offers those with excellent skills that are that are related to Salesforce. Salesforce platform. This is because Salesforce is among the top CRM software. Small, as well as big businesses are choosing Salesforce above other CRM applications due to its many and adaptable benefits. In addition, over 100,000 of the of the top companies in the world utilize Salesforce to keep their client base. This is for why Salesforce is in high demand today. Therefore, you'll get more money than other professional degrees.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;2. Aids in the Building of your skills:&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;With the ever-growing requirements, all professions require an ongoing update of skills and knowledge to keep forward. In the case of Salesforce as well, an up-gradation of knowledge is required to meet the demands of the modern world. Through the many courses offered on the internet, you can keep up-to-date with the most recent developments in technology and improve your skills. In addition, there are numerous experts in the field who talk about the latest developments in their blogs and seminars, as well as conference and learning materials. Keep up-to-date with these updates and update the latest developments to help you succeed in your career in Salesforce.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;3. Join an inclusive Community:&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;The Salesforce community is known for being friendly, accommodating and cooperative. Also called the Ohana Salesforce community, the Salesforce community includes internal employees, people who work for partners, customers or ISVs and freelance Salesforce professionals.&lt;/p&gt;

&lt;p&gt;Being member of the Ohana is sharing the same values that Salesforce Salesforce platform is built upon and ensuring growth, trust in innovation, equality, and diversity throughout the day.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;4. Access to a plethora of Training Opportunities:&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Salesforce is known as having one of the largest training services in technology, and it is also free. Trailhead is an Salesforce Online Learning Platform with which the growing Salesforce experts can improve their skills on their own time, from their own pace, and as well as be connected to a huge community of other learners for advice and support.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;5. Multiple Career Routes:&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;The job opportunities available within Salesforce which has been an extremely popular name in the field of customer Relationship Management (CRM) software and has been growing rapidly and are expected to create over 3.3 million positions by 2022.&lt;/p&gt;

&lt;p&gt;With the number of people who offer Salesforce Developer Training courses, there are no barriers to making a name for yourself in Salesforce regardless of whether you're seeking the position of a architect or developer.&lt;/p&gt;

&lt;p&gt;Employers do not want to know the sources from which you've acquired Salesforce information, what they need to see is your practical and hands-on experience using Salesforce.&lt;/p&gt;

</description>
      <category>career</category>
      <category>salesforce</category>
    </item>
    <item>
      <title>Data Science vs Artificial Intelligence – Key Differences</title>
      <dc:creator>clouddevloper</dc:creator>
      <pubDate>Sun, 01 Aug 2021 12:47:45 +0000</pubDate>
      <link>https://forem.com/clouddevloper/data-science-vs-artificial-intelligence-key-differences-86c</link>
      <guid>https://forem.com/clouddevloper/data-science-vs-artificial-intelligence-key-differences-86c</guid>
      <description>&lt;p&gt;Artificial Intelligence and Data Science are two of the most important technologies today. Data Science uses Artificial Intelligence, but it is not AI.&lt;/p&gt;

&lt;p&gt;This article will explain the difference between Data Science and Artificial Intelligence. We will also discuss the role of researchers around the globe in shaping modern Artificial Intelligence.&lt;/p&gt;

&lt;p&gt;There is a difference between data science and artificial intelligence&lt;/p&gt;

&lt;p&gt;Artificial Intelligence and Data Science are often used interchangeably. Data Science can contribute to certain aspects of AI but it doesn't reflect all. Data Science is today's most popular field.&lt;/p&gt;

&lt;p&gt;But, true Artificial Intelligence may be far away. Many people mistakenly consider modern Data Science to be Artificial Intelligence. Let's clarify all confusions by comparing Data Science and Artificial Intelligence.&lt;/p&gt;

&lt;h2&gt;What is Data Science?&lt;/h2&gt;

&lt;p&gt;Data Science is the dominant technology in the modern world. It has dominated industries all over the globe. It is the fourth industrial revolution that has taken place in the world.&lt;/p&gt;

&lt;p&gt;This is due to the huge explosion of data and the increasing need for industries to rely upon data to create better products. We are now a data-driven society. Industries that require data to make informed decisions have a pressing need for it.&lt;/p&gt;

&lt;h2&gt;Data Science vs Artificial Intelligence&lt;/h2&gt;

&lt;p&gt;Data Science encompasses many underlying fields such as Statistics, Mathematics, Programming, and other related areas. Data scientists must be skilled in these fields to recognize trends and patterns in data.&lt;/p&gt;

&lt;p&gt;Data Science is a complex field that requires a lot of skills. A data scientist must also possess these skills.&lt;/p&gt;

&lt;p&gt;Data science involves data extraction, manipulation, visualization, and maintenance of data in order to predict future events. A Data Scientist should have an in-depth knowledge of machine learning algorithms.&lt;/p&gt;

&lt;p&gt;These machine learning algorithms are Artificial Intelligence, which we will discuss further in this article.&lt;/p&gt;

&lt;p&gt;Data scientists are needed by industries to assist them in making data-driven decisions. They assist industries in assessing their performance and suggesting changes that could improve it.&lt;/p&gt;

&lt;p&gt;The team also uses their data to help them create products that are appealing to customers.&lt;/p&gt;

&lt;p&gt;Do not struggle more for your job, see - How to Get Your First Job in Data Science.&lt;/p&gt;

&lt;p&gt;To learn more about Artificial Intelligence and Machine Learning, then read the &lt;a href="https://www.edureka.co/blog/artificial-intelligence-tutorial/"&gt;Artificial Intelligence tutorial&lt;/a&gt;. Also, enroll in PGP &lt;a href="https://www.edureka.co/executive-programs/machine-learning-and-ai"&gt;AI and ML courses&lt;/a&gt; by NIT Warangal to become proficient.&lt;/p&gt;

&lt;h2&gt;What is Artificial Intelligence?&lt;/h2&gt;

&lt;p&gt;Artificial Intelligence refers to the intelligence that machines possess. It is based on the natural intelligence of animals and humans. Artificial Intelligence uses algorithms to carry out autonomous actions.&lt;/p&gt;

&lt;p&gt;These autonomous actions are very similar to those that were performed in the past and which were successful.&lt;/p&gt;

&lt;p&gt;As was the case with path finding algorithms such as A*, many traditional Artificial Intelligence algorithms had goals. Deep learning, however, is able to understand patterns and locate the goal in data.&lt;/p&gt;

&lt;p&gt;Artificial Intelligence uses several software engineering principles to solve problems.&lt;/p&gt;

&lt;p&gt;Many technology giants such as Google, Amazon and Facebook have been using Artificial Intelligence to create autonomous systems. AlphaGo, Google's most well-known example, is the best.&lt;/p&gt;

&lt;p&gt;The autonomous Go system beat Ke Jie, the world's number one professional AlphaGo player. The Artificial Neural Networks, which are modeled after human neurons and that can learn over time and perform actions, were used by AlphaGo.&lt;/p&gt;

&lt;h3&gt;What is Artificial Intelligence and Data Science Different?&lt;/h3&gt;

&lt;p&gt;Let's explore Data Science vs Artificial Intelligence using the following points.&lt;/p&gt;

&lt;h3&gt;1. Contemporary AI: Constraints&lt;/h3&gt;

&lt;p&gt;Artificial Intelligence can be used interchangeably with Data Science. There are some differences between these two fields. The 'Artificial Narrow Intelligence,' the current AI in use today, is it.&lt;/p&gt;

&lt;p&gt;Computer systems are not able to fully autonomously and with consciousness as human beings under this type of intelligence. They are only capable of performing tasks for which they have been trained.&lt;/p&gt;

&lt;p&gt;An AlphaGo champion may be able defeat the No. 1 player in the world. AlphaGo is the AlphaGo game. It does not have a conscious brain.&lt;/p&gt;

&lt;p&gt;The connection between data science and artificial intelligence&lt;/p&gt;

&lt;h3&gt;2. Data Science is a Comprehensive Procedure&lt;/h3&gt;

&lt;p&gt;Data Science is the study and analysis of data. Data Scientists are responsible for making business decisions. The role of a data scientist is dependent on the industry.&lt;/p&gt;

&lt;p&gt;Data scientists have many responsibilities, but the most important is preprocessing data. This means performing data transformation and cleaning.&lt;/p&gt;

&lt;p&gt;Then he analyzes the data and draws graphs to illustrate the analytical processes. He then creates prediction models to predict the likelihood of future events.&lt;/p&gt;

&lt;h3&gt;3. Artificial Intelligence is a tool that Data Scientists can use&lt;/h3&gt;

&lt;p&gt;Artificial Intelligence can be described as a procedure or tool for a Data Scientist. This procedure is used to analyze the data and sits at the top of all other methods. This can be best illustrated by Maslow's Hierarchy, where each pyramid component represents a data operation performed by a Data Scientist.&lt;/p&gt;

&lt;p&gt;Data Science Hierarchy is Required&lt;/p&gt;

&lt;p&gt;The key differences between Artificial Intelligence (Data Science) and Data Science are also highlighted by the roles and requirements that each company has. For example, several companies require pure AI positions like Deep Learning Scientist, Machine Learning Engineer, NLP Scientist etc.&lt;/p&gt;

&lt;p&gt;These are important requirements for products that use AI. These roles often require Data Science tools such as R and Python to perform various data operations, but they also require computer science expertise.&lt;/p&gt;

&lt;p&gt;The Data Scientist helps businesses and companies make data-driven decisions.&lt;/p&gt;

&lt;p&gt;Data Scientists are responsible for extracting data using SQL or NoSQL queries, cleaning anomalies in the data, analysing the patterns in the data and developing predictive models to provide future insights.&lt;/p&gt;

&lt;p&gt;A Data Scientist may also use AI tools such as Deep Learning algorithms to perform precise classification and prediction based on data requirements.&lt;/p&gt;

&lt;h2&gt;Data Science vs Artificial Intelligence: The Key Difference&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;Data Science encompasses pre-processing, analysis and visualization. It also includes prediction. AI, on the other hand is the creation of a model that predicts future events.&lt;/li&gt;
&lt;li&gt;Data Science is a collection of statistical techniques, while AI uses computer algorithms.&lt;/li&gt;
&lt;li&gt;Data Science uses a variety of tools that are more advanced than those used in AI. Data Science is a complex process that involves many steps to analyze data and generate insights.&lt;/li&gt;
&lt;li&gt;Data Science is all about discovering hidden patterns in data.&lt;/li&gt; &lt;li&gt;AI is about giving autonomy to the data model.&lt;/li&gt;
&lt;li&gt;Data Science allows us to build models using statistical insights. AI, on the other hand is used to build models that mimic cognition and human understanding.&lt;/li&gt;
&lt;li&gt;Data Science is not as scientifically rigorous as AI.&lt;/li&gt;
&lt;/ul&gt;

</description>
      <category>ai</category>
      <category>machinelearning</category>
      <category>datascience</category>
      <category>tutorial</category>
    </item>
    <item>
      <title>AWS Vs Azure Vs GCP – Which One is Better?</title>
      <dc:creator>clouddevloper</dc:creator>
      <pubDate>Tue, 13 Jul 2021 13:57:16 +0000</pubDate>
      <link>https://forem.com/clouddevloper/aws-vs-azure-vs-gcp-which-one-is-better-2ood</link>
      <guid>https://forem.com/clouddevloper/aws-vs-azure-vs-gcp-which-one-is-better-2ood</guid>
      <description>&lt;p&gt;Google, Microsoft, and Amazon dominate the public cloud market, providing the most reliable, flexible, and secure cloud services. AWS, Azure, and GCP are their respective cloud platforms and offer clients a variety of storage, computing, and networking options.&lt;/p&gt;

&lt;p&gt;Among the common features are instant provisioning and self-service, auto-scaling, as well as identity management, security, compliance, and identity management.&lt;/p&gt;

&lt;p&gt;AWS is currently considered more mature than Azure and GCP in terms of both functionality and maturity.&lt;/p&gt;

&lt;p&gt;The other two are moving at a faster pace to show their market dominance.&lt;/p&gt;

&lt;h2&gt;Amazon Web Services (AWS)&lt;/h2&gt;

&lt;p&gt;Amazon is a pioneer in cloud computing. It was the first company to enter the market for cloud services over ten years ago. AWS leads both in terms of the number of customers and products, and AWS is considered the standard for cloud service quality.&lt;/p&gt;

&lt;p&gt;AWS offers a variety of Infrastructure as a Service offerings (IaaS), which can be divided into computing, database delivery, storage, and content delivery, as well as networking.&lt;/p&gt;

&lt;p&gt;AWS allows for a seamless and flexible data collection process using serverless services like Amazon SQS Queues, Amazon Kinesis Streams, and AWS Lambda Functions. Organizations have the ability to select the web application platform, the database, and the programming languages they require.&lt;/p&gt;

&lt;p&gt;Cloud infrastructure resource usage can easily be monitored with AWS management tools, such as AWS CloudTrail or Amazon CloudWatch to track user activity and AWS Config to manage the resource inventory and change.&lt;/p&gt;

&lt;p&gt;AWS can significantly increase productivity and improve business growth. AWS has its limitations, such as the complexity of its infrastructure and default service limits that are adjusted to average user requirements.&lt;/p&gt;

&lt;p&gt;Amazon data centers are the largest of the cloud providers, and they are located in 77 countries around the globe.&lt;/p&gt;

&lt;p&gt;Become a certified Solutions Architect with this &lt;a href="https://www.edureka.co/aws-certification-training"&gt;AWS training&lt;/a&gt;.&lt;/p&gt;

&lt;h2&gt;Microsoft Azure&lt;/h2&gt;

&lt;p&gt;Microsoft Azure platform is designed to allow you to build, deploy and manage various services and apps through the vast network of Microsoft-managed datacenters. Azure offers compute, networking, data management database, and performance.&lt;/p&gt;

&lt;p&gt;Azure Site Recovery allows organizations of any size to manage site-to-site replication as well as data recovery to Azure VMs. Azure provides Zone Redundant Storage (ZRS), or data storage redundancy across multiple regions.&lt;/p&gt;

&lt;p&gt;Azure ExpressRoute allows you to connect your data center to Azure via a private link without the Internet. This provides greater security, reliability, and lower latency.&lt;/p&gt;

&lt;p&gt;Azure has extensive networking capabilities, including multiple site-to-site connections to virtual network networks. It also allows for the connection of virtual networks across regions. Learn more about Azure with this &lt;a href="https://www.edureka.co/microsoft-certified-azure-solution-architect-certification-training"&gt;Azure certification&lt;/a&gt; training.&lt;/p&gt;

&lt;p&gt;Azure offers the lowest instance prices and on-demand pricing. Azure Machine Learning Studio is available to specialist developers for the creation, testing, and deployment of algorithms.&lt;/p&gt;

&lt;h2&gt;Google Cloud Platform (GCP)&lt;/h2&gt;

&lt;p&gt;GCP offers a more attractive alternative to AWS and Azure. It has an intuitive interface, lower prices, preemptible instances, and flexible compute options. Google employs full-scale encryption for all data and communication channels, including traffic between data centers.&lt;/p&gt;

&lt;p&gt;Google Cloud is strong in some areas, including payment configuration, privacy and security, traffic security, cost efficiency, and Machine Learning.&lt;/p&gt;

&lt;p&gt;All three cloud providers offer discounts of up to 75 percent for a commitment for one to three years. However, Google also offers a 30% discount for sustained use on instance types that are used for over 25 percent each month.&lt;/p&gt;

&lt;p&gt;GCP credit has been added to AWS’s 1-year free trial. It is USD 300 for 12 months and includes a free tier that’s not time-limited. GCP’s credit model is better suited to organizations that are just starting out with cloud services.&lt;/p&gt;

&lt;p&gt;Google provides several APIs that are available off-the-shelf for computer vision, natural translation processing, and other areas. Machine learning engineers can create models using Google’s Cloud Machine Learning Engine’s open-source TensorFlow deep learning library.&lt;/p&gt;

&lt;p&gt;A three-way battle&lt;/p&gt;

&lt;p&gt;You can see the differences among the major cloud services by comparing them with different parameters, such as storage, compute, location, documentation, and databases.&lt;/p&gt;

&lt;p&gt;Battle of AWS and Azure&lt;/p&gt;

&lt;p&gt;Compute: AWS provides the Elastic Compute Cloud (EC2), which manages all compute services. It has preconfigured settings but can be set up by users. Azure provides Virtual Machines and Virtual Machine Scale Sets, while GCP offers the Google Compute Engine(GCE), which performs the exact same functions.&lt;/p&gt;

&lt;p&gt;Storage: Amazon S3 (Simple Storage Service) is the best storage option. It has extensive documentation, tested technology and proper community support. Reliable storage services are also offered by Google Cloud Storage and Microsoft Azure Storage.&lt;/p&gt;

&lt;p&gt;All major service providers offer a variety of tools and services for databases. Amazon’s Relational Database Service, (RDS), supports major databases like Oracle and PostgreSQL. It manages everything from updates to patching. Azure SQL database provides SQL database handling capabilities for Azure while it is Cloud SQL to GCP.&lt;/p&gt;

&lt;p&gt;GCP, Azure, and AWS offer excellent coverage around the globe and provide the best application performance by providing the shortest route to the intended customers. Amazon has 77 availability areas, Azure has 60+ regions, and Google has 33 countries. Newer regions are being added all the time.&lt;/p&gt;

&lt;p&gt;Documentation: Although all three vendors offer high quality documentation, AWS is slightly better than Azure and GCP.&lt;/p&gt;

&lt;p&gt;AWS Vs Azure Vs Google Cloud: The Key Takeaways&lt;/p&gt;

&lt;p&gt;These cloud providers are all unique and offer different options for customers.&lt;/p&gt;

&lt;p&gt;If we look closely at the figures, it is clear that AWS has secured a maximum footprint in this cloud battle between Azure vs AWS and GCP. Although AWS is clearly ahead of the curve, it is not clear how long AWS will enjoy the lead.&lt;/p&gt;

&lt;p&gt;Azure takes advantage of the fact that it is simple to integrate MS tools into the Azure cloud. Azure makes it easy for organizations to use MS tools.&lt;/p&gt;

&lt;p&gt;GCP can help customers with cost concerns by offering the most competitive pricing models.&lt;/p&gt;

&lt;p&gt;AWS, Azure, and GCP: Market Shares &amp;amp; Growth Rate&lt;/p&gt;

&lt;p&gt;AWS has been the dominant cloud computing company since the dawn of Cloud computing. AWS holds around 32 percent global market share. Microsoft Azure is following AWS with 19% of the global market share.&lt;/p&gt;

&lt;p&gt;GCP, with a global market share 10 percent, is third.&lt;/p&gt;

&lt;p&gt;Cloud Market Share:&lt;/p&gt;

&lt;p&gt;AWS – 32%&lt;br&gt;
Microsoft Azure – 19%&lt;br&gt;
GCP – 7.7%&lt;/p&gt;

&lt;p&gt;The Selection Dilemma&lt;/p&gt;

&lt;p&gt;The Big Three are the only ones who can win the cloud war. Although there are many other players, such as IBM and Oracle, who have tried to offer cloud services, they are far from monopolizing a large portion of the market.&lt;/p&gt;

&lt;p&gt;Each of the cloud platforms AWS/Azure/GCP is unique and offers a variety of options that can be customized to meet specific needs.&lt;/p&gt;

&lt;p&gt;It remains to be seen if AWS will continue its dominance or if the other providers will catch up in the near future.&lt;/p&gt;

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      <category>azure</category>
      <category>googlecloud</category>
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