AI is the skill of the future, and if you want to learn the best artificial intelligence certification courses, this article will guide you in choosing the best AI certification courses. So, read the entire article to gain some knowledge of it.
Artificial intelligence is on pace to become the fundamental technology enabling business transformation and increasing company competitiveness. According to Precedence Research, the artificial intelligence (AI) market would develop at a CAGR of 38.1% between 2022 and 2030, surpassing a market value of $1,597.1 billion by 2030.
Artificial intelligence is being used in a variety of businesses. The possibilities are unlimited in healthcare, banking, mobile, automobiles, smart home devices, music and movie recommendation services, retail, security monitoring, fraud detection, virtual player games, and social networking apps.
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Learning AI can thus provide everybody with a plethora of opportunities. A mix of AI, machine learning, and deep learning can pave the path to a bright future. The majority of businesses are attempting to incorporate AI into their processes and offerings.
We’ve prepared this list of the best artificial intelligence certification courses, classes, training programs, and tutorial videos available online to help you make the right decision.
What Can I Do with the Best Artificial Intelligence Certification Courses?
An AI certification will enable you to master fundamental machine learning (ML) and deep learning principles. You’ll be prepared for a variety of AI-related occupations with an AI certification, including data science, machine learning engineering, software engineering, research scientist, and business intelligence.
Furthermore, you will be able to tackle industry problems using predictive modelling, natural language processing (NLP), computer vision, image and video processing, and reinforcement learning using programming languages such as Python. You’ll also discover how to use AI libraries such as ScikitLearn, Pandas, and SciPy, and platforms like TensorFlow, Keras, and PyTorch. You’ll also learn about AI ethics and legal challenges.
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Does the AI Certification Courses Worthed?
AI certifications are growing more popular as the demand for AI specialists develops. But are they worthed?
An AI certification might help you stand out from the pack. With so many individuals fighting for jobs in the computer business, anything that can give you an advantage is worth considering. An AI certification will demonstrate to potential employers that you have the abilities and expertise to work with this cutting-edge technology.
An AI certification might also help you keep up with the newest breakthroughs in this fast-evolving sector. Seeking certification will keep you up to date on the newest trends and best practices. Also, an AI certification can lead to new professional prospects. As organisations become increasingly reliant on AI technology, there will be greater demand for people with knowledge in this field.
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List of the Best Artificial Intelligence Certification Courses
According to several sources, here are the nine best artificial intelligence certification courses in 2023. Some of these courses are designed to provide IT specialists and beginners with the fundamental understanding and practical skills required to address real-world AI difficulties. Whereas, some are best suited for IT professionals with some AI and ML skills who want to broaden their knowledge and stay current with the latest breakthroughs.
1) Learn with Google AI – Free AI Certification Course
If you want to learn more about artificial intelligence, Google’s AI education portal is a wonderful place to start. This online course will teach you the fundamentals of AI and machine learning, such as how to design models, predict outcomes, and improve them. If you’re a seasoned machine learning specialist, you’ll also find advice and tasks to assist you to develop your abilities and advance your projects.
You can use the portal’s filters to identify your professional field, such as data researcher, software engineer, business decision-maker, student, and so on. You may also choose the type of study content you want and the stage of ML growth you’re at. When examining how AI could work for you, there is a large choice of courses available to assist you to gain a broad understanding of AI and various elements associated with it – both technical and non-technical.
Key Highlights of AI Certification
- Online artificial intelligence courses that give students a head start
- Good materials are available for anyone looking to improve their skill set.
- Learn about the different types of problems that ML and AI can help your company tackle.
- Suggestions and techniques for applying what you’ve learned to real-world challenges and data sets
Courses Included in the Best Artificial Intelligence Certification
- Using AI for social good
- Clustering
- Recommendation Systems
- Testing and Debugging in Machine Learning
- Introduction to Machine Learning Problem Framing
- Data Preparation and Feature Engineering in ML
- Machine Learning Crash Course with TensorFlow APIs
- Neural Network
- The 7 steps of machine learning
- End-to-end Machine Learning with TensorFlow on GCP
2) IBM Applied AI Professional Certificate
This Coursera and IBM AI certification course is for software developers, data scientists, and AI engineers who wish to apply AI to business problems. It is intended for anyone who wants to learn how to work as an AI engineer. It provides a solid understanding of artificial intelligence, its applications, and use cases.
It introduces learners to machine learning, data science, natural language processing, picture classification, image processing, IBM Watson AI services, OpenCV, and APIs, among other topics and technologies. Students also learn how to get started with pre-built AI smarts rather than having to build their own AI models and backends.
Key Highlights of AI Certification
- Learn how to construct AI-powered applications.
- Learn the fundamentals of Python and how to apply Python programming techniques to data science and artificial intelligence.
- Learn how to utilise IBM Watson AI services and APIs to design, build, and deploy AI-powered web applications with minimal code.
- See how AI-powered chatbot technology works and its applications.
- Learn how to design and deploy speech-enabled virtual assistants with domain intelligence on Facebook and other platforms.
- Discuss computer vision and its uses.
- Very good for individuals who aspire to become builders and developers of AI solutions
- Get an IBM digital badge for mastery in Applied AI, as well as a Coursera Professional Certificate.
Courses Included in the Best Artificial Intelligence Certification
- Introduction to Artificial Intelligence (AI)
- Getting Started with AI using IBM Watson
- Building AI-Powered Chatbots Without Programming
- Python for Data Science, AI and Development
- Python Project for AI and Application Development
- Building AI Applications with Watson APIs
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3) AI for Everyone by Andrew Ng – Best Artificial Intelligence Certification
This Coursera AI course is intended for non-technical business professionals like product managers, marketing managers, and startup founders. The course’s goal is to help you comprehend AI’s main ideas, applications, and ethical implications.
It is also a wonderful training for engineers, programmers, and anyone with technical backgrounds who want to learn about the business elements of AI. It is quite educational and thorough for those who are new to artificial intelligence.
At the end of the course, you should be able to identify prospective areas where AI can have a big impact on your business.
Key Highlights of AI Certification of AI Certification
- Coursera’s top-rated Artificial Intelligence online course
- Learn the definitions of various artificial intelligence and machine learning concepts.
- Discover how to collaborate more effectively with an AI team in your firm.
- Discover how to pick an AI project.
- Discover the technological tools that AI teams employ.
- Case studies concerning the development of an AI product and approach
- There are no prerequisites, and anyone with any level of experience can take it.
Courses Included in the Best Artificial Intelligence Certification
- Meaning behind common AI terminology, including machine learning, deep learning, neural networks and data science
- A realistic view of AI and what it can and cannot do with examples
- How to spot opportunities to apply AI to challenges and problems in your organization
- Workflow of machine learning and data science projects
- How to build AI in your company
- Ethical and societal concerns and discussions surrounding AI
4) Master the Fundamentals of AI and Machine Learning
This LinkedIn course is for anyone interested in understanding the fundamentals of AI and machine learning. You will learn about the science underpinning artificial intelligence, machine learning, and cognitive computing.
These courses are intended to explain the fundamental ideas and future directions of artificial intelligence and machine learning technology. They provide learners with the knowledge and tools they need to make better decisions and contributions in the workplace.
This learning path contains eight classes totalling 11 hours of video content. These courses are available for free during the first month of enrolment.
Key Highlights of AI Certification
- Discover how leading firms are utilising AI and machine learning to revolutionise the way they do business.
- Discover how the next generation of AI thought is addressing concerns of accountability, security, and explainability.
- Experts and industry leaders produced well-designed content.
- Many exercises and projects are provided, making it ideal for both students and professionals.
- For one month, you will have free access to all courses.
Courses Included in the Best Artificial Intelligence Certification
- AI Accountability Essential Training
- Artificial Intelligence Foundations: Machine Learning
- Artificial Intelligence Foundations: Thinking Machines
- Artificial Intelligence Foundations: Neural Networks
- Cognitive Technologies: The Real Opportunities for Business
- AI Algorithms for Gaming
- AI The LinkedIn Way: A Conversation with Deepak Agarwal
- Artificial Intelligence for Project Managers
- Learning XAI: Explainable Artificial Intelligence
- Artificial Intelligence for Cybersecurity
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5) Artificial Intelligence A-Z: Learn How to Build an AI
This course is intended for students who wish to learn how to create AI applications from the ground up. You’ll learn about the various types of AI algorithms, how to choose the correct datasets for training models, and how to deploy AI applications. It explains how to use Data Science, Machine Learning, and Deep Learning to construct powerful AI for real-world applications.
The course is based on the idea that games are the simplest test environment for AI, and beating a game proves that the same ideas can be applied to real-world difficulties. The journey to understanding Artificial Intelligence can be daunting, filled with difficult arithmetic and technical concepts.
Key Highlights of AI Certification
- Beginner-friendly course for learning the principles of AI, including both theory and practical applications.
- Learn how to create AI that can adapt to any real-world scenario.
- Master the most recent AI models.
- Build a virtual self-driving car.
- Create an AI that can beat games.
- Investigate Q-Learning, Deep Convolutional Q-Learning, and Deep Convolutional Q-Learning.
- Learn how to combine AI with Open AI Gym to learn as efficiently as possible.
- A skilled team of seasoned Data Scientists will provide on-course assistance.
- Downloadable Python code templates are provided for each AI built in the course.
- Material aimed at increasing learners’ intuition in coding AI, resulting in better learning outcomes.
Courses Included in the Best Artificial Intelligence Certification
- Build an AI
- Understand the theory behind artificial intelligence
- Design a virtual self-driving vehicle
- Create an AI that can win online games
- Use AI to solve real-world problems
- Master the state-of-the-art AI models
- Q-Learning
- Deep Q-Learning
- Deep convolutional Q-Learning
- A3C
6) Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning
TensorFlow is a popular open-source machine-learning framework that is probably the greatest tool for implementing machine learning and deep learning algorithms and principles. This TensorFlow course on Coursera is part of deep learning AI’s TensorFlow in Practice Specialization.
This course is designed for software engineers with some Python coding expertise as well as knowledge of machine learning and deep learning who wish to build scalable AI-powered algorithms in TensorFlow. It teaches how to use TensorFlow to implement machine learning and deep learning principles so that learners can begin creating and deploying scalable models to real-world situations.
Key Highlights of AI Certification
- Learn how to use TensorFlow in a variety of projects and issues.
- Learn how to use TensorFlow in the best possible ways.
- Create a fundamental neural network with TensorFlow.
- Learn how to enhance your neural network with convolutions.
- to develop a neural network for a computer vision application.
Courses Included in the Best Artificial Intelligence Certification
- Introduction to what Machine Learning and Deep Learning are
- Introduction to Computer Vision
- Coding a Computer Vision Neural Network
- Introduction to Convolutional Neural Networks and Pooling
- Implementing convolutional layers and pooling layers
- Understanding Image Generator
- How to handle complex real-world images
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7) Artificial Intelligence Course: Reinforcement Learning in Python
In AI and machine learning, reinforcement learning is a completely distinct paradigm. It is the closest thing we have so far to truly general artificial intelligence and has provided us with tremendous insights into both behavioural psychology and neuroscience.
One of the best AI Reinforcement Learning courses available is this one. It provides students with an introduction to AI-driven reinforcement learning with a focus on stock trading and internet marketing. It delivers insights into AI approaches that are not present in deep learning, supervised machine learning, or even traditional machine learning.
The students should be familiar with calculus, probability, object-oriented programming, python, numpy, linear regression, gradient descent, etc. as it teaches advanced-level subjects.
Key Highlights of AI Certification
- The best online AI course for people interested in learning about Python-based AI reinforcement learning.
- Recognize the connection between reinforcement learning and psychology.
- Reinforcement learning can benefit from gradient-based supervised machine learning approaches.
- Put 17 different reinforcement learning algorithms to use.
- A variety of exercises and tasks for hands-on practice are available.
Courses Included in the Best Artificial Intelligence Certification
- The multi-armed bandit problem and the explore-exploit dilemma
- Ways to calculate means and moving averages and their relationship to stochastic gradient descent
- Markov Decision Processes (MDPs)
- Dynamic Programming
- Monte Carlo
- Temporal Difference (TD) Learning (Q-Learning and SARSA)
- Approximation Methods
8) Best Artificial Intelligence Certification on Business Strategies and Applications
This course is intended for top business leaders, particularly C-suite executives, who intend to incorporate AI into their business strategy. It is also useful for data scientists, analysts, and functional business executives who want to learn how AI may boost business intelligence and analytics. The course is intended to be an AI primer that focuses on AI applications in business rather than the technology itself. As a result, there are no technological requirements.
Key Highlights of AI Certification
- Instead of instructing in the how-tos of AI development, this certificate programme is intended for managers directing AI teams.
- It examines the implications of automation, machine learning, deep learning, neural networks, computer vision, and robots and discusses the existing capabilities, applications, possibilities, and drawbacks of artificial intelligence.
- Learn how to manage successful AI application projects and organise an AI team.
- To interact with technical teams and co-workers effectively, learn about the technological components of AI.
Courses Included in the Best Artificial Intelligence Certification
- Introduction—AI and business
- Machine Learning Basics
- Neural Networks and Deep Learning
- Key Applications: Computer Vision and Natural Language Processing
- Robotics
- AI Strategy
- AI and Organizations: Building Your AI Team
- The Future of AI in Business
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9) Artificial Intelligence & Machine Learning by Stanford University
Andrew Ng, cofounder of Coursera, founding lead of Google’s deep learning research unit Google Brain, former head of AI at Baidu, and current CEO of Landing AI, established this Stanford Machine Learning Certification. The course material is comprehensive and takes around 3 months to finish with 9-10 hours of effort per week.
This is a three-course specialisation that introduces students to the fundamental concepts of AI, machine learning, data mining, and statistical pattern recognition. It provides them with a solid foundation in the mathematical, statistical, and computer science basics that serve as the foundation for automated learning machines.
Key Highlights of AI Certification
- The best free Machine Learning and AI courses are available online.
- Ideal for those new to artificial intelligence and machine learning.
- Discover the most successful machine learning approaches and experiment with putting them into action.
- Discover some of Silicon Valley’s most innovative Machine Learning and AI methods.
- Get the practical skills required to apply ML approaches to new real-world scenarios and challenges quickly and effectively.
- Study the courses for free, with the option of purchasing a premium certificate to demonstrate your knowledge of AI and ML.
Courses Included in the Best Artificial Intelligence Certification
- Difference between supervised and unsupervised learning and regression and classification tasks
- Build and train linear regression models
- Implement and understand the purpose of a cost function
- Methods for improving machine learning models by choosing the learning rate, plotting the learning curve, performing feature engineering, and applying polynomial regression
- Logistic regression model for classification
- Build and train a neural network with TensorFlow
- Build and use decision trees and tree ensemble methods, including random forests and boosted trees
- Applying machine learning algorithms with large datasets
- Performance of a machine learning system with multiple parts
- Best practices for applying machine learning
- Use unsupervised learning techniques
- Build recommender systems with a collaborative filtering approach and a content-based deep-learning method
- Build a deep reinforcement learning model
Wrapping Up
The best Artificial Intelligence certification course for you will be determined by your goals, objectives, and financial constraints. Whatever AI certification course you choose, make sure it comes from a trustworthy source and covers the topics that are most important to you.
With so many different AI certifications available, you’re bound to find one that’s a good fit for you. That’s all for today. If you find this article helpful, please share it with others. You can also share your thoughts in the comments.
Frequently Asked Questions
1) Is the artificial intelligence certificate worthwhile?
Yes! Artificial intelligence is a field of work that necessitates a high level of knowledge in popular AI skills. To reap the greatest benefits from the AI business, it is critical to supplement your educational credentials with the world’s best AI engineer certification.
2) Is it difficult to learn AI?
Many students find it challenging to learn AI, especially those who do not have a background in computer science or programming. Yet, it may be well worth the work required to master it.
3) Is the Google AI course free?
This free online course is for anyone who wants to get started with data science and machine learning right away.