AI Prerequisites

What to Learn Before AI

Artificial intelligence is a diverse field and tool that enables machines to operate as a human would but with minimal human interaction. It’s an automated technology that can analyze data and track trends to help make better decisions and solve problems related to business expenses, campaign success, or workplace operations. You might worry that Artificial Intelligence will be too hard to learn. This guide will help you understand the best methods for learning Artificial Intelligence and what you should study first to make the learning process easier. This way, you’ll be successful however you choose to apply your new skills. 

What is Artificial Intelligence?

Artificial intelligence refers to computer programs and machines programmed to think, talk, and operate like humans. This includes a wide range of technologies and strategies such as machine learning, robotics, and natural language processing. Artificial intelligence systems help businesses and individuals perform tasks that are otherwise daunting or tedious for humans, such as identifying trends in data, making decisions, and solving problems. Essentially, artificial intelligence mimics human behavior enough to perform tasks without any human intervention. It is an effective, efficient, and innovative way to complete tasks and improve business practices. This often leads to optimized workflow and increased profits

With the world becoming increasingly reliant on technology to sustain growth, it’s becoming more worthwhile to learn artificial intelligence. These skills are among some of the most in-demand across all industries because they often save time, money, and energy by automating tasks that otherwise would be too strenuous or expensive. As a result, many career opportunities pay generously for artificial intelligence experts. With the right tools, you can contribute to the growing field and develop new and exciting tools and concepts alongside other technologies. Not to mention, learning artificial intelligence can increase your problem-solving and critical-thinking skills, which are necessary across all fields. Overall, learning artificial intelligence can lead to a meaningful and long-running career across numerous fields and industries.

Read more about what Artificial Intelligence is and why you should learn it. 

What Can You Do with Artificial Intelligence?

Artificial intelligence is mainly used for automation. This is the practice of using technology to complete tasks with zero or minimal human intervention. This increases efficiency, enhances the product or service quality, and revolutionizes industries. In truth, automation can be applied to anything from regular household items, like a thermostat, to large machinery such as a robot operating in a warehouse. Artificial intelligence can detect time-saving routes for delivery drivers, optimize customer service chatbots, manage inventory data to handle resources effectively and solve complex business issues that would otherwise take a long time to fix.

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As a result, there are many job positions that require some artificial intelligence skills or full expertise. Although it’s true that artificial intelligence can be used in the automotive, retail, manufacturing, and transportation industries, it can even aid in medical research and enhance practices. Artificial intelligence can help monitor patient data or detect anomalies in medical tests such as X-rays and MRIs. Overall, automation can track health data in real time with the help of monitoring sensors and devices. This is revolutionary for surgical procedures and those suffering from chronic illnesses.

Because artificial intelligence is deeply ingrained in the technology industry, there are many ways to apply its benefits to websites, social media platforms, streaming services, televisions, and other digital devices. For instance, an artificial intelligence expert can personalize websites for consumers so they operate and show items in order of importance. In addition, a streaming service company, such as Netflix or Hulu, may use artificial intelligence to provide their viewers with customized recommendations. Even social media platforms use artificial intelligence to drive consumers to business pages, which can increase following and viewership. Truly, the possibilities of artificial intelligence are endless.

Is Artificial Intelligence Easy to Learn?

This will differ based on your previous experience and personal aptitude for technical concepts. In general, if you have previous or related experience you may find learning artificial intelligence easier. However, you can still learn artificial intelligence without much experience, so long as you take the right approach. For instance, live training options such as those at Noble Desktop make the process much easier. You can take a lengthy, in-depth course such as the Generative AI Certificate and gain professional-grade knowledge or start slow with a short course such as the Generative AI with ChatGPT course. Either way, the immersive and hands-on instruction will make it much easier to learn artificial intelligence.

What to Know Before Learning Artificial Intelligence 

While learning artificial intelligence will vary in difficulty from person to person, it is much easier to learn if you have applicable skills or previous knowledge of relevant topics. Here are a few subjects and skills you could acquire before learning artificial intelligence that will make the process far less challenging.

Basic Computer Skills

Having basic computer skills before learning artificial intelligence is incredibly necessary. First, computer literacy allows you to navigate software and tools more easily than if you were unfamiliar with the digital terrain. Additionally, the computer skills you acquire may vary depending on the field you hope to enter. For instance, artificial intelligence relies heavily on programming languages like Python, R, JavaScript, and C++ so it will be useful to understand computer programming at a base level. However, if you plan to work in a certain field, such as data analytics, you’ll also want to understand database management, troubleshooting, debugging, and other ways to collaborate on the computer. Luckily, both Mac and PC can be used in artificial intelligence positions, so your ultimate choice may depend on personal preference or employer’s requests.

Mathematics

Having basic mathematical skills is incredibly useful before enrolling in an artificial intelligence course or bootcamp. Understanding mathematical algorithms is essential to analyzing data, predicting outcomes, optimizing workflow, and increasing productivity and profit. Without a strong knowledge of calculus, statistics, and algebra, you could spend a lot more time and effort learning artificial intelligence. This is particularly true if you plan to combine your artificial intelligence skills with an artificial intelligence position. If this applies to you, consider exploring the Financial Modeling Bootcamp. Although prior financial experience is helpful, it’s not necessary as Noble Desktop will offer a short guide to help you acclimate to the terminology and mathematical concepts. Otherwise, you can certainly sharpen your mathematical and financial skills in this course and learn more about applying artificial intelligence to this field.

Programming Languages

Artificial intelligence is also easier to learn if you have previous experience with programming languages. Understanding artificial intelligence frameworks, libraries, and algorithms usually requires some level of programming skills, so users can debug errors, implement learning models, and prepare data for analysis. If you are curious about learning a programming language before exploring artificial intelligence, you can check out Noble Desktop’s JavaScript Programming Bootcamp. However, if you want to learn about programming specifically for artificial intelligence purposes, Noble Desktop also has a Python for Automation course that assists with the learning process.

Machine Learning

Machine learning is a branch of artificial intelligence that typically requires understanding algorithms that create the artificial intelligence itself. It can help systems learn from data, make predictions, or determine the best outcome based on the current status of a project or business. If you want to learn more about this specific subset of artificial intelligence, you can explore the Python Data Science and Machine Learning Bootcamp at Noble Desktop. Not only will you learn more about Python, an essential coding language for artificial intelligence and data experts, but you will also learn how to employ machine learning models that enable artificial intelligence to operate. The practical experience you gain will assist with a machine learning or artificial intelligence-driven career, and help learners prepare to handle deep learning, natural language processing, and problem-solving.

Data Analytics

Skills in data analytics can make learning artificial intelligence much easier. First, understanding mathematics and data is essential for each role, including data cleansing, collection, manipulation, and analysis. Having basic data analytics skills can make learning artificial intelligence much easier. At Noble Desktop, you can learn how to blend the two disciplines by enrolling in the AI for Data Analytics course. The skills you will learn enable the learner's ability to process and evaluate data. In addition, this course focuses on practical experience so you can use artificial intelligence for collecting, visualizing, and presenting data.

Learn Artificial Intelligence with Hands-on Training at Noble Desktop

You can learn artificial intelligence through the hands-on training options at Noble Desktop. For the most immersive and professionally driven education, you can enroll in their Generative AI Certificate. Over 78 hours, you will learn how to utilize artificial intelligence in various fields, ranging from marketing, data analysis, graphic design, finance, and business in general. In this certificate class specifically, students will learn how to increase their workplace productivity with artificial intelligence, as well as create graphic designs, videos, motion graphics, and other marketing content. Portions of the course will also explore Excel and data analytics. Overall, students will leave feeling more confident using ChatGPT for generative artificial intelligence purposes. This certificate course does not require any coding experience and comes with numerous benefits. For instance, students will benefit from small class sizes and a free retake of the course for up to a year after their enrollment. In addition, you will earn a certificate of completion once the course ends.

In addition, the Python Machine Learning Bootcamp from Noble Desktop is 30 hours of practicing fundamental machine learning concepts. Students in this course should already feel comfortable with Python and its data science libraries, specifically Pandas and NumPy. The course will begin with the fundamentals of linear and logistic regression analysis and work its way up through more advanced practices. Students will also progress to algorithms and learn the different theories behind them, such as the difference between random forest and decision trees. The course focuses on the practical application of skills that prepare them to enter the world of machine learning, automation, and data science. Students can access bonus training, a free retake of the course, and a verified certificate of completion.

For a shorter course that gives you foundational knowledge, you can explore the six-hour Generative AI with ChatGPT course. The instructor will introduce the students to ChatGPT, an artificial intelligence model that can be used for varying reasons. Specifically, the students will learn what ChatGPT is, write prompts that produce the best response, and explore the various applications of ChatGPT. The additional benefits of this short course include the small class size, the project-based training, and a free retake. In addition, students will earn their certificate of completion to serve as proof they’ve learned new skills. If any of these classes align with your learning needs and goals, consider exploring the various artificial intelligence classes and bootcamps that Noble Desktop has to offer.

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