Natural language processing, or NLP for short, has been making waves for years, but as of late, it has caught the attention of even non-tech enthusiasts. Why is that? Simply put, natural language processing bridges human language and computer understanding to make interactions feel more natural and less like talking to machines.
For tech professionals, NLP skills have grown from “nice-to-have” status a few years ago to some of the most significant skills of the decade. The field is growing quickly, and many are interested in taking on the challenge. Luckily, many resources online can get you there and are flexible, in-depth, and practical.
Understanding Natural Language Processing
Natural language processing is an element of artificial intelligence (AI) that deals with the interaction between computers and humans using natural language.
Traditionally, human-computer interactions have largely been done through predefined commands within terminals or graphical user interfaces that obscure the “commands” behind graphical interactions. These interactions work well and aren’t going away. However, instructing a computer by “speaking” to it has been within the realm of science fiction for decades but has also been a research goal of many computer scientists for a long while.
The goal of natural language processing is to read, decipher, understand, and make sense of human language in a valuable way. Recently, it has been integrated into everything from search engines figuring out what users are searching for to translating languages on the fly. It’s even a part of predictive text that finishes sentences, particularly on mobile phone keyboards. Taking a course in NLP gives you a new skill for the CV that opens doors to many employment positions across sectors.
Choosing the Right NLP Course Online
When searching for the right NLP course, consider what you need. Specifically, focus on these:
- Curriculum
- Instructors
- Recognition
- Experience
Does the curriculum cover the latest in NLP technology? The field evolves fast, sometimes with several breakthroughs or at least advancements a year. Course material and curriculum that’s several years behind might miss some of the new developments.
Are the instructors seasoned professionals? The more experience one has in the field, the better equipped they are to pass that knowledge down.
Is the NLP course recognized by industry leaders? It isn’t a matter of appealing to authority but rather knowing that the course is of high enough quality to be considered valuable and useful.
And let’s not forget about the hands-on experience. You can’t really learn NLP just by reading about it. It would be best to try your hands in real-life projects and workshops.
Most NLP courses will walk you through the basics of machine learning, algorithms that power NLP, and hands-on projects that solidify your knowledge.
OPIT offers a full NLP course as a part of the Master of Science (MSc) in Responsible Artificial Intelligence program. The course gives you a solid theoretical foundation and plenty of hands-on experience, presented by instructors who are experts in the field. The degree teaches you how to use NLP and use it ethically and responsibly.
A List of the Best NLP Online Courses
Here are some standout NLP online courses:
- Coursera’s Natural Language Processing Specialization is for intermediate learners and spans over four months. It covers logistic regression, naive Bayes, word vectors, sentiment analysis, and more. The program is a comprehensive one that combines theory with practical assignments.
- Stanford Online’s Natural Language Processing with Deep Learning focuses on the cutting-edge intersection of NLP and deep learning. It’s an in-depth exploration of NLP’s fundamental concepts and its role in emerging technologies. This course is perfect for those looking to get a solid foundation in NLP from one of the leading institutions in the world.
- edX Natural Language Processing Courses & Programs: edX provides an intro to NLP that covers core techniques and computational linguistics. Topics include text processing, text mining, sentiment analysis, and topic modeling. It’s a great starting point for beginners and offers a broad overview of what NLP entails.
- DeepLearning.AI’s Natural Language Processing in TensorFlow on Coursera was designed by one of the pioneers in AI education. It offers practical insights into implementing NLP techniques using TensorFlow. The course covers processing text, representing sentences as vectors, and building NLP models.
- Udacity’s Natural Language Processing Nanodegree is project-focused with hands-on NLP learning. It covers foundational NLP concepts, including text processing, part-of-speech tagging, and sentiment analysis.
While these are the best natural language processing courses online, OPIT’s MSc in Responsible Artificial Intelligence, including NLP as part of its curriculum, is unique. This program teaches you NLP and embeds it within the broader context of artificial intelligence development, AI ethics, and responsible use. It’s excellent for those who want to go beyond the technical aspects and consider the societal impacts of their work in AI.
Benefits of Enrolling in an NLP Online Course
Attending an NLP course online might give you more than traditional on-site education. One of the biggest advantages is flexibility. You can learn at your own pace and on your schedule.
Online courses also open up networking opportunities with peers and mentors from around the globe. These are connections that on-site education would not have the scope to provide. Moreover, completing an NLP course can significantly boost your career prospects, potentially leading to job promotions and salary increases.
NLP Certification and Career Opportunities
With this certification, you’re proving your ability to understand and manipulate natural language data, making you invaluable in roles from data science and AI development to UX/UI design and content strategy.
Companies, from tech giants to startups, are on the lookout for professionals who can bridge the gap between human communication and machine understanding. The demand also translates into diverse job opportunities, competitive salaries, and the potential to work on groundbreaking projects in AI, machine learning, marketing, research, finance, and customer experience, among others.
Natural Machine Communication
NLP leads many of today’s technological advancements, making skills in this area more valuable than ever. Natural language processing courses that equip students with skills in natural language processing, AI, and related fields are growing in both offer and popularity. Completing one of these NLP courses sets you on a course for a financially promising career path within one of the most prestigious tech fields.
Get the right education and get ready for the future. Check out OPIT’s NLP course offerings within the MSc in Responsible Artificial Intelligence program or as a subject within our other computer science degrees.
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Life is unpredictable. While many of us have specific hopes and expectations of how our futures will turn out, things don’t always go as expected. There are many variables and unexpected incidents that can interfere and force you to alter your plans, and this is particularly true when it comes to education.
For instance, you might have had plans to study a specific subject, but had to deviate from those plans due to unforeseen circumstances. Or you may have had to enter the workforce in an occupation different from the one you sought in an effort to earn an income, a move that may not provide you with the time or opportunity to achieve your desired educational aims.
In short, every individual’s career pathway is different, and very few go exactly as we expect from the outset. Fortunately, even if you experience a few false starts or sudden twists in your pathway, there are always options available to help you get back on track.
The Unpredictable Nature of Education
In theory, the educational process seems simple. You select a course of study that interests you from the vast array of subjects and prospective professions, select the appropriate classes, acquire the knowledge and skills you need to succeed, and then embark on your profession.
In reality, however, as many people know from firsthand experience, the road to education is often far from straightforward. Here are just some of the many challenges that can take your educational path in a completely different direction:
- Life’s Curveballs: As touched on in the introduction, life is impossible to predict. Financial hardships, health issues, and family emergencies are just some of the unfortunate occurrences that might derail even the most perfectly planned educational regime.
- Changing Interests: People’s desires and preferences don’t necessarily stay the same throughout their entire lives. As you grow, learn, and have new experiences, your interests may change, and so, too, may your educational objectives.
- Pressure and Burnout: Some academic paths are particularly challenging, demanding intense levels of study and hard work. This can sometimes prove too much to bear, even for the most resilient students.
- Failures and Setbacks: Conventional education largely builds around tests and examinations, requiring students to demonstrate their competencies repeatedly. It’s a system that doesn’t suit everyone, and test failures can lead to setbacks and delays.
- Inequality: People can be born with very different privileges and levels of access to education. Those in certain parts of the world may find it much more challenging to complete their education path for financial, cultural, or even political reasons.
- Late Bloomers: People develop at different paces. Some may struggle educationally early on in their lives, forcing them to make certain concessions or sacrifices related to their studies, only to find their feet later in life once they’ve entered the world of work.
Whether you’re a late bloomer, have had your educational aspirations delayed by personal problems, desire to learn new skills and try something different, or want to begin a fresh chapter in your professional life, the Open Institute of Technology (OPIT) may be able to help.
Introducing OPIT
OPIT is an online teaching platform, making high-level technological educational programs accessible to all, no matter their age or background. Offering education in fields like computer science, artificial intelligence, and digital business, OPIT provides a curated collection of degrees. In addition, they offer classes taught by world-leading tutors imparting the wisdom and skills students need to achieve their goals and become the tech leaders of tomorrow.
Meanwhile, for those who have had somewhat tumultuous or unpredictable educational paths, OPIT offers the perfect course corrector: the OPIT Foundation Year.
The OPIT Foundation Year
OPIT’s Foundation Year is a Pre-Tertiary Certificate in Information Technology, fully aligned with MQF/EQF Level 4 standards and valued at 60 ECTS credits. Lasting just one year, this program essentially serves as a comprehensive yet accessible springboard towards higher-level education, creating a path towards degrees and careers in dynamic, flexible fields, like computer science and digital business.
Like other OPIT programs, the Foundation Year is delivered entirely online via the OPIT Virtual Learning Environment. Combining live lectures, asynchronous content, and interactive assessments, students enjoy diverse and dynamic study experiences, acquiring core skills like academic writing, mathematics, and computer literacy, and building a bedrock of knowledge and confidence before taking their next steps.
Who Is the Foundation Program For?
The Foundation Program is designed to provide a solid base upon which to build the technological education many students need. It’s the perfect choice for those who are eager and ambitious to enter professions in AI, data science, and computing, but don’t feel that they have the necessary core skills and knowledge needed to dive straight into a degree.
Entry requirements are relatively relaxed in order to allow as many students as possible to enjoy the benefits of this program. With that said, applicants should ideally hold an MQF/EQF Level 3 or equivalent qualification, with the intention of pursuing a bachelor’s degree. A minimum of B2 level of English proficiency is also required, as this is the working and studying language of the institution.
What the Foundation Year Provides
Perhaps you’ve recently graduated, are considering a career change, or finally have the opportunity to return to education after initial delays or unexpected disruptions to your original plans. Either way, the Foundation Year can help you enjoy:
- Greater Self-Confidence: Foundation Year graduates gain the fundamental skills they need to enter degree programs with much more self-belief and assuredness.
- Superior Tech Knowledge: Lasting two terms, this course explores mathematics, academic reading and writing, and provides an introduction to computer hardware and software.
- Foundational Mathematics: Mathematics literacy forms a large part of the study focus for the Foundation Year, helping students feel more comfortable with numbers and formulas.
- Flexible Learning: Unlike more rigid, conventional education environments, OPIT gives you the freedom and flexibility to study at a pace that suits you best, all from the comfort of home.
- Global Community: OPIT is an international institution, with staff and students from all around the world eager to share knowledge, exchange ideas, and help one another.
Take Your Next Steps to Success With the OPIT Foundation Year
If you’re curious about a career in technology or have always wanted to work with AI, data, and computers, but struggled to find the time and opportunities you need to acquire relevant skills and knowledge, the Foundation Program was made for people like you.
It’s the ideal entry point into the exciting world of online education, and the perfect first step towards a prestigious degree from an innovative and increasingly successful institution. Download the brochure to learn more about it, or start your online application, today.
Students today have a broader range of fields of study to choose from than ever before, but with the world becoming increasingly technological and computers increasing in influence and importance, pursuing a career in computer science often proves a smart, strategic choice.
There are numerous benefits and career paths associated with studying and working in computer science, and we’ll be listing just a few of them in this guide.
High Average Salaries
With the rising cost of living in many parts of the world, it’s unsurprising that many students are thinking several decades ahead to determine what level of starting salaries they could obtain in different career fields.
Many are also seeking professions that offer the opportunity for growth and the ability to advance up the ranks over time, thus increasing their salary and their quality of life in the process.
If a strong, stable salary with the opportunity for improved income is one of your top career priorities, computer science should be at or near the top of your list of prospective careers.
According to recent data, computer scientists earn an average of over €65,000 per year, with certain jobs, like IT project leader and data scientist, paying ever higher. Starting salaries are strong, too, with graduates earning anywhere from €46,000 to €60,000, depending on their chosen profession and level of qualifications.
There are similarly high average salaries reported around the world in computer science and related fields such as data science and AI/ML engineering. These numbers are projected to increase in the years to come, pointing to computer science as a way for graduates to get off to the best financial start of any career.
Unrivaled Flexibility
A common problem with some subjects and courses is that they only provide graduates with a narrow set of skills and a similarly narrow range of potential professions to which they can apply those skills.
That’s not the case with computer science. Graduates in this field can enjoy instant access to a remarkably diverse array of career opportunities, with even newer opportunities being created all the time as technology evolves and innovations emerge.
A few of the many industries and roles you might choose to enter in the field of computer science include:
- Healthcare: As a software developer, data analyst, or cybersecurity expert
- Finance: As a fintech engineer, blockchain developer, or security analyst
- Media: As a graphics programmer, AI developer, or game developer
- Education: As an analyst, software developer, or machine learning engineer
Guaranteed Opportunities
Some career paths are more limited than others, with relatively low numbers of opportunities, recurring risks of job loss, or difficulty obtaining employment in the first place.
Again, with computer science, this simply isn’t the case. At a time when 75% of companies plan to embrace AI and other technologies by 2027, and businesses of all sizes and industries are now relying on computers more than ever before, computer science graduates can enjoy almost unbeatable job security.
Opportunities will continue to grow for people with good computing knowledge, whether that be in the obvious fields like software and web development, engineering, and AI development, or more niche sectors.
With so many options, you’re effectively guaranteed a long, rewarding career if you put in the necessary time and effort needed to establish a strong foundation of computing skills.
Rapidly Expanding and Evolving Industries
It’s no secret that the world of technology is a dynamic and fast-moving one. In the past 20 years alone, we’ve seen the proliferation of the internet, the rapid advancement of smartphones and wearable devices, the emergence of AI, and so much more.
In the years ahead, engineers and developers will continue to explore the boundaries of modern technology’s powers and potential, driving new innovations and improvements and opening more exciting job opportunities for those already established and experienced in this field.
Getting into computer science now could therefore provide a solid foundation for a career filled with excitement as you uncover and explore new ways of working with computers in fields as diverse as healthcare, finance, education, entertainment, manufacturing, logistics, and beyond.
Start Your Computer Science Career at OPIT
We’ve discussed some of the many benefits associated with careers in computer science, from the high starting salaries to the rapidly growing array of job options available to graduates. By now, you may be eager to follow this particular career path and take advantage of the wealth of opportunities.
If you’re wondering how to start, the Open Institute of Technology (OPIT) may hold the answers you need. As an exclusively online learning platform, specializing in computer science and digital business, and staffed by some of the world’s leading tech experts, OPIT is producing the tech leaders of tomorrow.
Some of the many advantages of learning with OPIT include:
- Accessible and flexible online education that matches your learning style and schedule
- Heavy focus on real-world applications of the skills you acquire
- An international community of like-minded students from around the globe
- A top team of tutors and lecturers from varying fields and industries
- Progressive assessment of skills and understanding – not constant exams
OPIT offers a small, curated selection of courses for those seeking to gain the technological skills and knowledge to succeed in their chosen areas of expertise. That includes a BSc (Hons) in Computer Science – a six-term program, worth 180 ECTS credits.
Numerous IT industry leaders and experts helped develop this fully accredited undergraduate degree, which is online and accessible to all. Like other OPIT courses, it offers a flexible learning program, with progressive assessments, fast-track options, and the opportunity to be part of a growing community of learners and tutors.
If the benefits of doing a career in computer science interest you, download the OPIT BSc in Computer Science brochure or fill out an online application today and take your first step toward a rewarding and fulfilling profession.
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