The Most In-Demand Machine Learning Certifications for 2021

Are you looking to advance your career in machine learning? Do you want to stand out from the crowd and show potential employers that you have the skills and knowledge they need? Then you need to get certified!

Machine learning certifications are becoming increasingly important in today's job market. They demonstrate to employers that you have the expertise and experience necessary to work with complex algorithms, data sets, and models. And with the demand for machine learning professionals on the rise, having a certification can give you a significant advantage over other candidates.

But with so many different certifications available, how do you know which ones are the most in-demand for 2021? In this article, we'll take a look at some of the top machine learning certifications that are sure to impress employers and help you take your career to the next level.

1. Google Cloud Certified - Professional Data Engineer

Google Cloud is one of the leading providers of cloud-based machine learning services, and their Professional Data Engineer certification is highly sought after by employers. This certification demonstrates that you have the skills and knowledge necessary to design, build, and maintain data processing systems on the Google Cloud Platform.

To earn this certification, you'll need to pass an exam that covers a wide range of topics, including data modeling, data processing, and machine learning. You'll also need to have experience working with Google Cloud Platform tools and services, such as BigQuery, Cloud Storage, and Cloud Dataflow.

With the demand for cloud-based machine learning solutions on the rise, having a Google Cloud certification can help you stand out from the crowd and show potential employers that you have the expertise they need.

2. AWS Certified Machine Learning - Specialty

Amazon Web Services (AWS) is another major player in the cloud-based machine learning space, and their Certified Machine Learning - Specialty certification is highly respected by employers. This certification demonstrates that you have the skills and knowledge necessary to design, build, and deploy machine learning solutions on the AWS platform.

To earn this certification, you'll need to pass an exam that covers a wide range of topics, including data preparation, feature engineering, model selection and tuning, and deployment and implementation. You'll also need to have experience working with AWS machine learning services, such as Amazon SageMaker and Amazon Rekognition.

With the demand for machine learning solutions on the rise, having an AWS certification can help you stand out from the crowd and show potential employers that you have the expertise they need.

3. Microsoft Certified: Azure AI Engineer Associate

Microsoft Azure is another popular cloud-based machine learning platform, and their Azure AI Engineer Associate certification is highly valued by employers. This certification demonstrates that you have the skills and knowledge necessary to design, build, and deploy AI solutions on the Azure platform.

To earn this certification, you'll need to pass an exam that covers a wide range of topics, including natural language processing, computer vision, and knowledge mining. You'll also need to have experience working with Azure machine learning services, such as Azure Machine Learning and Azure Cognitive Services.

With the demand for AI solutions on the rise, having a Microsoft Azure certification can help you stand out from the crowd and show potential employers that you have the expertise they need.

4. IBM Certified Data Engineer - Big Data

IBM is a major player in the machine learning space, and their Certified Data Engineer - Big Data certification is highly respected by employers. This certification demonstrates that you have the skills and knowledge necessary to design, build, and maintain big data solutions using IBM technologies.

To earn this certification, you'll need to pass an exam that covers a wide range of topics, including data modeling, data ingestion, data transformation, and data analysis. You'll also need to have experience working with IBM technologies, such as IBM Cloud Pak for Data and IBM Watson Studio.

With the demand for big data solutions on the rise, having an IBM certification can help you stand out from the crowd and show potential employers that you have the expertise they need.

5. SAS Certified Advanced Analytics Professional

SAS is a leading provider of analytics and machine learning software, and their Certified Advanced Analytics Professional certification is highly valued by employers. This certification demonstrates that you have the skills and knowledge necessary to design, build, and deploy advanced analytics solutions using SAS software.

To earn this certification, you'll need to pass an exam that covers a wide range of topics, including data preparation, statistical analysis, predictive modeling, and machine learning. You'll also need to have experience working with SAS software, such as SAS Enterprise Miner and SAS Visual Analytics.

With the demand for advanced analytics solutions on the rise, having a SAS certification can help you stand out from the crowd and show potential employers that you have the expertise they need.

Conclusion

Machine learning certifications are becoming increasingly important in today's job market, and having the right certification can give you a significant advantage over other candidates. Whether you're interested in cloud-based machine learning, big data solutions, or advanced analytics, there's a certification out there that's right for you.

In this article, we've looked at some of the most in-demand machine learning certifications for 2021, including certifications from Google Cloud, AWS, Microsoft Azure, IBM, and SAS. By earning one of these certifications, you can demonstrate to potential employers that you have the skills and knowledge necessary to succeed in the exciting and rapidly growing field of machine learning.

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