I will love to use this opportunity to guide you on how to build a career in Artificial Intelligence (AI) and Machine Learning (ML).
Artificial intelligence and machine learning are standard career opportunities for anyone that wishes to build a profitable career that will be relevant in the future.
The artificial intelligence and machine learning are careers that will reshape your analytical, programming, and computer skill.
In this article, I will put you through the steps and requirements of building a successful career in artificial intelligence (ai) and machine learning (ml).
Is AI & ML the Same Career?
No!!
Artificial intelligence and machine learning are not the same in terms of specialty but they are closely related in terms of application.
Both Artificial intelligence and machine learning are applicable to building automated machines that could carry out certain functions.
What is Artificial Intelligence (AI) Career?
Artificial intelligence is a career that focuses on the technological development of machines and computerized systems that simulate human behavior through programming.
Such machines and computerized systems are programmed to behave like humans and to solve complex problems just like humans.
See also: how to build a career in data science
What is Machine Learning (ML) Career?
Machine learning is a career that focuses on technological training of machines and computerized systems to learn from past and existing data.
Machine learning does not necessarily requires programming. In a clear term, machine learning is a subset of artificial intelligence.
What is the difference between artificial learning and machine learning?
Artificial intelligence focuses on the technological development of computerized systems that behaves like humans while machine learning focuses on training computerized systems to learn from past and existing data.
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Which is Better Between AI and ML?
Although artificial intelligence and machine learning are practiced hand-to-hand, artificial intelligence will make a better career.
Note: the main aim of using an artificial intelligence is to reduce or manage common errors resulting from human data and machine learning in the other hand is used to improve data usage and accuracy.
Is AI and Machine Learning Good Careers?
Yes!!
Building a career in artificial intelligence or in machine learning is a life-changing career.
The more the usage of, and the replacement of human jobs with robots and machines increases, the more artificial intelligence and machine learning career paths become valuable.
Building a career in either artificial intelligence or machine learning will create the opportunity for you to get a high paying job in one of those top companies.
Job Opportunities for Artificial Intelligence or Machine Learning
People with machine learning and artificial intelligence skills are in high demand and because of the low supply of such specialists, the opportunity for better jobs surfaces.
Artificial intelligence and machine learning specialists have one of the highest paying jobs and job opportunities. Some of the top job positions for AI and ML are:
- Artificial Intelligence Researcher
- Machine Learning Researcher
- Software Engineer
- Data Scientist
- Artificial Intelligence Engineer
- Machine Learning Engineer
- Data Mining Analyst
- Data Analyst
- Business Intelligence Developer
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Careers in AI & ML
Artificial intelligence and machine learning careers can be further sectioned into the following careers:
- Artificial Intelligence Research
- Machine Learning Research
- Software Engineering
- Data Science
- Artificial Intelligence Engineering
- Machine Learning Engineering
- Natural Language Processing
- Data Mining and Analysis
- Machine User Experience
- Data Analytics
- Business Intelligence Development
How to Build a Career in Artificial Intelligence or Machine Learning?
Below are some steps on how to make a career in Artificial Intelligence (AI) or Machine Learning (ML):
- Acquire AI, or ML skills
- Train and advance your skills
- Take online classes
- Enroll for AI/ML degree programs
Now, let’s have a breakdown on this;
1. Acquire AI, or ML Skills
Artificial intelligence and machine learning requires a lot of mathematics, calculative and probability skills. For you to have to the in-depth understanding of AI, or ML, you will need to acquire the following skills:
- Programming skills
- Problem Solving Skills
- Statistical Skill
- Mathematical skills
- JavaScript Skill
- C++ skills
- Python skills
- PHP Skills
- R programming languages skills
- Signaling skills
- Processing skills
- White Hacking Skills
- Computing skills
- Probability skills
- Data analysis and management skill
- Security skills
2. Train and Advance Your Skills
Attending seminars, training and working in team may be a good start to training and advancing your skills.
Another way of training yourself more is to get a mentor (an expert) in the field to share some practical skills with you.
3. Take Online Classes:
If you are clueless of where to start your artificial intelligence and machine learning career from, then going for online courses on artificial intelligence and machine learning will be able a good option.
If you are looking for good online courses on artificial intelligence, or machine learning, then I recommend the following:
1. Coursera AI and ML Courses: You can enroll for coursera online artificial intelligence and machine learning courses.
Where to start? Visit coursera AI & ML courses here
2. Udemy AI and ML Courses: Udemy is another good platform to get started with online artificial intelligence and machine learning courses..
Where to start? Visit udemy AI & ML courses here
3. edX AI and ML Courses: edX.org is another site that you can learn artificial intelligence and machine learning courses online.
Where to start? Visit edX AI & ML courses here
4. Alison AI and ML Courses: You can enroll for alison online artificial intelligence and machine learning courses.
Where to Start? Visit the alison AI & ML courses here
4. Enroll for AI/ML Degree Programs
To boost your artificial intelligence and machine learning career, you need to acquire at least a bachelor’s degree in artificial intelligence, machine learning, or related courses.
If you are interested in acquiring a degree in artificial intelligence, machine learning, or related courses, then I recommend you start with the countries listed below.
Best Countries for AI and ML
Below are the best countries to study artificial intelligence or machine learning with good artificial intelligence and machine learning jobs.
- The U.S
- Germany
- The UK
- Switzerland
- Japan
- China
- Russia
- Australia
- Netherlands
- France
- Canada
- Israel
- Italy
- Spain
- Belgium
Countries that are into building of technologies, machines, computerized systems, etc., value the artificial intelligence and machine learning career.
With this, I believe you have gotten a handful of information on how to build a career on artificial intelligence and machine learning career.