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Top 5 Machine Learning Certifications to Aim in 2022

Hello guys, if you are looking for the best Machine Learning certification to acquire in 2022 then you have come to the right place. Earlier, I have shared the best free Machine learning courses and best paid Machine Learning courses and in this article, I am going to share the best Machine learning certification to aim in 2022.  There is a lot of demand for certified Machine learning engineers, particularly AWS, Google, and Azure certified Machine learning engineers. Since Cloud computing provides enormous resources which are required for Machine learning, most of the Machine learning development is happening on the cloud, and having good knowledge and certification from top tech cloud companies like Google, Amazon, and Azure can make you a hot cake on the Job market. 

Machine Learning is a branch of Artificial Intelligence that focuses on the science of teaching machines and systems to learn and develop from their experiences in the same way that humans do.

 The procedure entails exposing machines (computers) to high-quality data and training them to seek patterns in the data and make predictions and judgments based on that data using design algorithms. These algorithms and programs are created in such a way that they improve over time as more data is given to them.

Machine Learning has gotten a lot of press over the last decade, and it will deservedly continue to do so as AI becomes increasingly incorporated into our daily lives. Machine learning is being employed in a wide range of applications, from self-driving cars to online recommendation services like Netflix and Amazon, to fraud detection. 

AI and machine learning spending will reach $58 billion by 2021, according to IDC forecasts. As a result, the number of machine learning positions will continue to grow.

Top 5 Machine Learning Certifications You Can Aim in 2022

Our experts have compiled a list of the top ten machine learning and deep learning courses, certifications, and training that have benefited thousands of students around the world.

1. AWS machine learning specialty

Top 5 Machine Learning Certifications to Aim

This is one of the most popular Machine learning certifications for Cloud Engineer. This certification is provided by AWS, a company that powers Amazon and its in-demand machine learning certification for both intermediate and experienced engineers.

In order to become an AWS Certified Machine Learning Engineer, you need to pass the  AWS Certified Machine Learning – Specialty exam which will validate your expertise in building, training, tuning, and deploying machine learning (ML) models on AWS.

Link: https://aws.amazon.com/certification/certified-machine-learning-specialty/

Best course for this certification

Machine Learning A-Z™: Hands-On Python & R In Data Science By Udemy.
This certification comes with a course. This course was created by a team of skilled Data Scientists with the goal of assisting students in gaining a thorough understanding of the subject's complicated algorithms and theory. 

It's a well-organized learning package with two sections: data processing and regression. The best aspect is that each course is specifically tailored to assist learners in developing their Machine Learning knowledge and skills.

Udemy's Machine Learning course walks you through the realm of machine learning algorithms step by step. It covers a wide range of topics and is taught in Python and R. The course is designed in such a way that learners of all levels may easily comprehend the ideas, making it appropriate for both beginners and experienced students. Kirill Eremenko and Hadelin de Ponteves, two skilled data scientists and AI experts, created the course. 

There are 285 video lectures (about 41 hours), 31 articles, and 5 downloadable materials in this collection. 

More than 430,000 students have already registered in this program as of this writing, providing tremendous credibility to its material.
This course does not need any unique abilities. It is sufficient to have a basic understanding of high school math.

Link: https://www.udemy.com/course/machinelearning/

2. Postgraduate program in AI and machine learning

Using Simplilearn's intense Bootcamp learning methodology, the Postgraduate program in AI and machine learning course’s comprehensive curriculum is meant to give you a practical grasp of artificial intelligence and machine learning algorithms so that you can create the best results. 

Machine learning, statistics, deep learning, natural language processing, and reinforcement learning are among the core principles covered in this course, which are designed specifically for working professionals with programming experience.

Industry leaders, worldwide practitioners, and industry projects will present the lessons through interactive learning methods and live sessions. Because the program was developed in conjunction with Purdue University and IBM, you'll be studying from industry professionals throughout the classes.

Best course for this certification

Introduction to Machine Learning Course By Udacity.
This Machine Learning curriculum will teach you how to grasp the subject's key disciplines, such as statistics and computer science, in order to maximize the predictive capacity of the technology. It's an excellent course for aspiring data scientists, analysts, and those interested in a career in the industry.

Through the perspective of machine learning, you'll learn about the specifics of data investigation procedures.

Link: https://www.udacity.com/course/intro-to-machine-learning--ud120

3. Deep certification by deep learning AI

This is Stanford University Professors' most popular deep learning course, which is offered on Coursera. It was created by Andrew Ng, a world-renowned AI expert, in collaboration with Stanford University lecturer Younes Bensouda Mourri and Kian Katanforoosh. Andrew Ng is a co-founder of Coursera and a Stanford professor of computer science.

He is also the creator and chief of the Google Brain project, as well as the head of Baidu's AI team, which numbers over 1300 employees. Over 225,000 individuals have attended this deep learning certification course online, and it has a very good rating.

This curriculum consists of five courses that teach the principles of deep learning, how to design neural networks, and how to complete machine learning projects. Neural Networks and Deep Learning, Improving Deep Neural Networks: Hyperparameter Tuning, Regularization, and Optimization, Structuring Machine Learning Projects, and Convolutional Neural Networks and Sequence Models are just a few of the topics covered.

Best course for this certification

Deep certification by deep learning AI by Coursera.
This is the certificate plus course against which all others in the field of machine learning are measured. Andrew Ng, a Stanford professor, co-founder of Google Brain, co-founder of Coursera, and the VP who developed Baidu's AI team to hundreds of scientists, teaches and produced this beginner's course. 

For the tasks, the open-source programming language Octave is used instead of Python or R. For some, this may be a deal-breaker, but Octave is a straightforward method to learn the principles of machine learning if you're a total newbie.

Link: https://www.coursera.org/specializations/deep-learning

4. Professional certificate in deep learning by IBM

This IBM Deep Learning Certification program was created and is delivered on the edX platform by an expert team from IBM. It prepares students to employ emerging technologies in the disciplines of machine learning, data science, and artificial intelligence, allowing them to develop their professions.
This deep learning specialty program consists of five graduate-level courses and takes 52 to 104 hours to complete.

It introduces students to Deep Learning ideas and applications, such as various types of Neural Networks for supervised and unsupervised learning. It also explains how to put the knowledge into practice by creating models and algorithms with libraries such as Keras, PyTorch, and Tensorflow.

The curriculum culminates in a capstone project in which you create, train, and test a Deep Learning model to address a real-world problem using Keras or PyTorch.

Best course for this certification

Data Science: Machine Learning By EDx.
This specialty, offered by Harvard University, is designed to assist candidates in studying machine learning and the technical issues that come with it. Unlike other courses, this one will allow you to go further into Machine Learning's data science approaches.

Link: https://www.edx.org/course/data-science-machine-learning

5. Machine learning certificate 

Stanford University's Machine Learning Certification, available through Coursera, is without a doubt the top machine learning course available online. Over 2.4 million students and professionals have taken it, and it has a 4.9 out of 5 rating on Coursera. Andrew Ng, a world-renowned expert in machine learning, created this application (Founder of Coursera and Professor of Computer Science at Stanford University; Also founding lead of Google Brain and Chief Scientist of AI operations at Baidu).

This Machine Learning course covers not just the theoretical foundations of effective machine learning approaches, but also the practical skills needed to adapt and apply these techniques to new real-world problems. Data mining and statistical pattern identification will also be covered.

In this course, the following topics are included:
(i) Supervised learning (parametric/non-parametric techniques, support vector machines, kernels, neural networks) is covered in the certification course.
(ii) Learning without supervision (clustering, dimensionality reduction, recommender systems, deep learning)
(iii) Machine learning best practices (bias/variance theory; machine learning and AI innovation process).
This course requires a basic familiarity with linear algebra. A refresher on linear algebra principles is included in one of the course's modules.

Best course for this certification

Machine learning by Coursera

This certificate comes with the course.
The course teaches students not only the theoretical foundations of machine learning but also the theoretical keystones of learning. The training will also show you how to use the principles in a practical setting. You'll also have access to some of Silicon Valley's greatest innovative practices on the subject.
Link: https://www.coursera.org/learn/machine-learning

These are some of the top 5 best machine learning certifications. Employers can trust that you know what you're talking about when it comes to machine learning and that you can apply your knowledge to real-world challenges if you pass these standardized examinations. You should select an exam depending on the technology that your potential job use.

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