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The Gist
Rising demand. AI has significantly influenced the job market, with increasing demand for AI-related skills.
AI has significantly influenced the job market, with increasing demand for AI-related skills. Essential skills. Mastery in machine learning, cloud computing and natural language processing are among the most sought-after AI skills.
Mastery in machine learning, cloud computing and natural language processing are among the most sought-after AI skills. Learning opportunities. Various AI courses, from beginner to advanced levels, provide an opportunity to acquire these in-demand skills.
Artificial intelligence (AI) has become nearly inescapable in the workplace — even for those in non-tech positions.
AI can collect data, recognize patterns and use the information collected to make decisions, replicate human tasks and solve problems. The tech can even exceed human abilities in many ways, especially when it comes to detecting patterns and insights in data.
According to a 2023 Goldman Sachs report, as many as 300 million jobs could be impacted by AI and automation. But AI won’t replace human workers entirely — it will only change the way we work and the skills we need to thrive.
How AI Is Changing the Job Market
Companies are interested in how AI can improve operations and boost revenue. But there’s also been a spike in the number of job seekers interested in positions using or related to AI.
“On Indeed, we’ve seen searches for AI related jobs have gone up 8,200% since March of 2021,” said Trey Causey, head of AI ethics at Indeed. In that same time period, the number of job postings related to AI increased by 29.8%.
“This is a very significant increase in the past two years, especially on the job seeker side,” Causey explained. “The increase demonstrates that job seekers are interested in this field and building the skills to succeed in it.”
Related Article: Will AI Chatbots Make Coders Obsolete?
Top AI Skills That Employers Want
Employers want to take advantage of all that artificial intelligence has to offer. But to do so, they need employees who know their way around the tech.
Let’s take a look at some of the most requested skills for jobs related to AI, according to data from job board Dice.
Top AI Skills
Based on analysis by Dice using Lightcast data.
The AI skills requested in newly active US job postings, according to data from Dice, include:
Machine learning (ML)
Artificial intelligence
Cloud computing
Natural language processing (NLP)
Deep learning
Combined, the request for these skills in job postings has increased by 15% in April 2023 compared to the previous month.
Top General AI Skills
Based on analysis by Dice using Lightcast data.
The general AI skills requested in newly active US job postings include:
Computer science
Data analysis
Mathematics
Data science
Predictive analytics
Top Soft AI Skills
Based on analysis by Dice using Lightcast data.
The AI soft skills requested in newly active US job postings include:
Problem-solving
Critical thinking
Combined, the request for these AI soft skills in job postings has increased by 20% in April 2023 compared to March 2023.
11 Best Artificial Intelligence Courses You Can Start Today
Are you ready to put your human intelligence to the test? The artificial intelligence courses and certificates below will provide the resources you need to build the AI skills that employers want.
1. AI for Everyone — Beginner Course
Offered by: DeepLearning.AI
Price: $49/month (approx. 10 hours to complete)
If you don’t have a tech-leaning job, you might not know where to start when it comes to AI courses. That’s where this self-paced class comes in. It takes around 10 hours to complete and focuses on AI knowledge that anyone can use. Instruction is led by Andrew Ng, founder of DeepLearning.AI and co-founder of Coursera.
In this course, students will learn:
Basic knowledge like AI terminology
AI concepts and strategy
The workflow of machine learning projects
The workflow of data science projects
Upon completion of the course, learners earn a shareable certificate.
2. Introduction to Logic and Critical Thinking Specialization — Beginner Certificate
Offered by: Duke University
Price: $49/month (approx. four months to complete)
This self-paced specialization is comprised of four courses, which learners can complete in around four months. In that time, learners will cover the standards of good reasoning and get the tools needed to improve critical thinking skills.
Throughout the four courses, you’ll discover:
The essential parts of an argument, and how to identify gaps
How to determine if an argument is deductively valid
How to reason inductively
How to recognize and avoid fallacies
Upon completion of the course, which includes a grade quiz, students will earn a shareable certificate.
3. Computer Science for Artificial Intelligence — Beginner Certificate
Offered by: Harvard University
Price: $348 (currently on sale for $313.20)
This self-paced Harvard certificate includes two courses, which it claims learners can finish in five months. It’s taught by Doug Lloyd and Brian Yu, senior preceptors in computer science, and David Malan, Gordon McKay professor of the practice of computer science.
With this certificate, you’ll learn about:
Computer science & computer programming
Machine learning
Reinforcement learning
How to design intelligent systems
How to use AI in Python programs
Related Article: ChatGPT Is Already Replacing Humans in the Workplace
4. Machine Learning Crash Course With TensorFlow APIs — Beginner Course
Offered by: Google
Price: Free
Google’s “fast-paced” introduction to machine learning includes 15 hours of content — 25 lessons, more than 30 exercises, lectures from researchers, real-world case studies and more.
In this intro to machine learning course, you’ll learn:
The difference between machine learning algorithms and traditional programming
How gradient descents work
How to present data so that a program can learn from it
What loss is and how to measure it
How to build deep neural networks
5. CS50’s Introduction to Artificial Intelligence With Python — Beginner Course
Offered by: Harvard University
Price: Free (or $199 for verified certificate)
This seven-week, self-paced course explores the concepts and algorithms at the foundation of artificial intelligence, covering the rise of technologies like handwriting recognition, machine translation, game-playing engines and more.
Topics covered in this artificial intelligence course include:
Natural language processing
Machine learning
Neural networks
Graph search algorithms
Probability theory
6. Fundamentals of Google AI for Web-Based Machine Learning — Beginner Certificate
Offered by: Google
Price: $498 (currently on sale for $448.20)
Another on the list of self-paced artificial intelligence courses, this professional certificate program promises to teach learners “what AI really is” from Google’s own experts. It includes two courses and takes approximately three months to complete.
Those who sign up for the certificate program will learn:
How machine learning, artificial intelligence and deep learning all fit together
Ways to consume existing machine learning models
How to write custom machine learning models from scratch
How to use industry-standard pre-made models
How to convert Python models to TensorFlow.js format
7. Machine Learning Specialization — Beginner Certificate
Offered by: Stanford University & DeepLearning.AI
Price: $49/month (approx. 3 months to complete)
This self-paced online certificate program takes approximately three months to complete and includes three separate courses:
Supervised Machine Learning: Regression and Classification
Advanced Learning Algorithms
Unsupervised Learning, Recommenders, Reinforcement Learning
Students will learn how to build machine learning models, build and train neural networks with TensorFlow, apply best practices to machine learning development and much more. The specialization culminates with a hands-on project students must successfully complete to earn their certificate.
8. IBM AI Engineering — Intermediate Certificate
Offered by: IBM
Price: $49/month (approx. 8 months to complete)
This intermediate-level certificate offered by IBM is self-paced and takes approximately eight months to complete. It consists of six courses, which will teach prospective AI engineers about:
Building deep learning models and neural networks
Machine learning algorithms like classification, regression, clustering, etc.
How to implement supervised and unsupervised machine learning models
How to deploy machine learning algorithms and pipelines
The last course includes an AI capstone project with deep learning, where students will need to apply their deep learning knowledge to a real-world problem. Once all six courses are complete, learners get a professional certificate they can add to their LinkedIn profile.
9. Data Ethics, AI and Response Innovation — Intermediate Course
Offered by: The University of Edinburgh
Cost: Free (or $49 for verified certificate)
This course is archived, meaning learners can complete modules at their own pace. It takes approximately seven weeks to complete and is ideal for those interested in intermediate to advanced artificial intelligence technology.
Students will learn:
How to understand and articulate ethical, social and other data lifecycle issues
How to identify current ethical issues in data science and industry
How to apply critical judgment to moral problems with no clear solutions
How to evaluate ethical issues you face in professional practice
10. Machine Learning With Python: From Linear Models to Deep Learning — Advanced Course
Offered by: Massachusetts Institute of Technology
Price: Free (or $300 for verified certificate)
When it comes to advanced artificial intelligence courses, you can’t go wrong with MIT’s deep dive into machine learning. This course includes everything learners want to know about linear models, deep learning and reinforcement learning, all through hands-on Python projects.
This course is instructor-led and follows a set schedule. It takes 15 weeks to complete, with an average workload of around 10 to 14 hours per week. In this course, students will learn:
Principles behind machine learning problems
How to implement and analyze models
How to choose suitable models for different applications
How to implement and organize machine learning projects
11. Understanding Artificial Intelligence Through Algorithmic Information Theory — Advanced Course
Offered by: Institut Mines-Télécom
Price: Free (or $49 for verified certificate)
Ending the list of advanced AI courses is this self-paced offering that covers the theoretical foundations upon which artificial intelligence can be grounded. The course is self-paced and takes around five weeks to finish.
Throughout the course’s five chapters, students will learn:
How probability and randomness can be defined in algorithmic terms
How algorithmic information sets limits to AI’s power (Gödel’s theorem)
How to solve analogies and detect anomalies
A criterion for making optimal hypotheses in learning tasks
Why subjective information and interest are due to complexity drop
Online AI Courses Offer Opportunity to Level-up Tech Skills
The field of artificial intelligence offers immense potential for professionals looking to upskill and stay ahead of the curve.
The courses and certificates mentioned above will give learners of all knowledge levels the ability to learn about topics like machine learning, natural language processing and deep learning — and how they all fit into the world of computer science and AI.
Whether you’re a beginner or a seasoned professional, there’s an AI course of certification program that can help you further your understanding of this exciting technology and advance your career.
GPT’s reaction to this article:
This article provides valuable information on how AI is changing the job market and the skills that are in high demand. It also offers a comprehensive list of AI courses and certifications that can help individuals acquire these skills and stay ahead of the curve. Overall, it is a helpful resource for those interested in pursuing a career in AI or upskilling in this field.
