Developing Big Data Solutions with Azure Machine Learning
This course provides an introduction to developing big data solutions with Azure Machine Learning. It covers the use of historical data to identify trends and build predictive models, as well as the implementation of Azure Machine Learning to create and deploy solutions. Participants will gain the skills to create and deploy machine learning models that can be used to predict future outcomes. ▼
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Course Feature
Cost:
Free
Provider:
Edx
Certificate:
No Information
Language:
English
Start Date:
1st Oct, 2019
Course Overview
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Updated in [March 06th, 2023]
This course, Developing Big Data Solutions with Azure Machine Learning, provides an introduction to Azure Machine Learning and explores techniques and considerations for using it to build models from big data sources, and to integrate predictive insights into big data processing workflows. Learners will gain an understanding of the fundamentals of Azure Machine Learning, and how to use it to create and deploy predictive models. The course also covers topics such as data preparation, feature engineering, model selection, and model deployment. Additionally, learners will learn how to use Azure Machine Learning to create and deploy predictive models. Finally, learners will be able to apply their knowledge to real-world scenarios.
At the end of the course, learners will have a comprehensive understanding of Azure Machine Learning and how to use it to create and deploy predictive models. Additionally, learners will have the opportunity to apply their knowledge to real-world scenarios.
EdX also offers financial assistance for learners who want to earn Verified Certificates but who may not be able to pay the fee. To apply for financial assistance, learners must enroll in the course and then follow the link to complete an application for assistance.
[Applications]
Learners who complete this course will have a better understanding of how to use Azure Machine Learning to develop big data solutions. They will be able to apply the techniques and considerations learned in the course to build models from big data sources, and to integrate predictive insights into big data processing workflows. Additionally, learners will be able to apply for financial assistance to earn a Verified Certificate.
[Career Paths]
1. Data Scientist: Data Scientists use their knowledge of statistics, mathematics, and computer science to analyze large datasets and uncover patterns and trends. They use this information to develop predictive models and algorithms that can be used to make decisions and solve problems. Data Scientists are in high demand and the field is expected to continue to grow in the coming years.
2. Machine Learning Engineer: Machine Learning Engineers are responsible for designing, developing, and deploying machine learning models. They use their knowledge of programming languages, such as Python and R, to create algorithms and build models that can be used to make predictions and solve problems. The demand for Machine Learning Engineers is expected to continue to grow as more companies adopt machine learning technologies.
3. Big Data Analyst: Big Data Analysts use their knowledge of data analysis and visualization to analyze large datasets and uncover patterns and trends. They use this information to develop insights and strategies that can be used to make decisions and solve problems. Big Data Analysts are in high demand and the field is expected to continue to grow in the coming years.
4. Business Intelligence Developer: Business Intelligence Developers use their knowledge of data analysis and visualization to develop dashboards and reports that can be used to make decisions and solve problems. They use their knowledge of programming languages, such as SQL and Python, to create algorithms and build models that can be used to make predictions and solve problems. The demand for Business Intelligence Developers is expected to continue to grow as more companies adopt business intelligence technologies.
[Education Paths]
1. Bachelor's Degree in Computer Science: A Bachelor's Degree in Computer Science is a great way to gain the skills and knowledge needed to develop big data solutions with Azure Machine Learning. This degree program typically covers topics such as programming, data structures, algorithms, software engineering, and database systems. Additionally, students will learn about machine learning, artificial intelligence, and data mining. With this degree, graduates will be prepared to develop and deploy big data solutions with Azure Machine Learning.
2. Master's Degree in Data Science: A Master's Degree in Data Science is a great way to gain the skills and knowledge needed to develop big data solutions with Azure Machine Learning. This degree program typically covers topics such as data analysis, machine learning, artificial intelligence, and data mining. Additionally, students will learn about data visualization, predictive analytics, and big data processing. With this degree, graduates will be prepared to develop and deploy big data solutions with Azure Machine Learning.
3. Doctoral Degree in Artificial Intelligence: A Doctoral Degree in Artificial Intelligence is a great way to gain the skills and knowledge needed to develop big data solutions with Azure Machine Learning. This degree program typically covers topics such as machine learning, natural language processing, computer vision, and robotics. Additionally, students will learn about deep learning, reinforcement learning, and big data processing. With this degree, graduates will be prepared to develop and deploy big data solutions with Azure Machine Learning.
4. Certificate in Big Data Analytics: A Certificate in Big Data Analytics is a great way to gain the skills and knowledge needed to develop big data solutions with Azure Machine Learning. This certificate program typically covers topics such as data analysis, machine learning, artificial intelligence, and data mining. Additionally, students will learn about data visualization, predictive analytics, and big data processing. With this certificate, graduates will be prepared to develop and deploy big data solutions with Azure Machine Learning.
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