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TensorFlow Developer Certificate Exam Prep
A Cloud Guru
A Cloud Guru
Do you want to learn more about machine learning? Do you want to code your own machine learning projects? Do you want to get certified in one of the most popular machine learning frameworks? This course is for you! TensorFlow is a fantastic tool for both beginners and experts in machine learning. In this course, we will build up our understanding of TensorFlow and neural networks from first principles. What is a tensor? How does it flow? How can you use these tools to teach machines? Once we're comfortable with the basic building blocks, we'll create models to explore the three main areas covered by the TensorFlow Developer Exam: Computer Vision, Sequence Forecasting, and Natural Language Processing. After you've built models along with me, you'll have the opportunity to practice your skills on similar problems in our labs! Come jump start your machine learning understanding and your career!
Register for this course and see more details by visiting:
OpenCourser.com/course/ft6bqr/tensorflow
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Provides a solid foundation to beginners who wish to explore machine learning
Leverages TensorFlow, a popular framework in the industry
Covers a wide range of machine learning applications, including computer vision, sequence forecasting, and natural language processing
Offers practical exercises and opportunities to apply the learned concepts
Taught by instructors from A Cloud Guru, known for their expertise in cloud computing and machine learning
Requires students to be familiar with the basics of programming and machine learning concepts
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TensorFlow Developer Certificate Exam Prep.
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Career center
Learners who complete TensorFlow Developer Certificate Exam Prep will develop knowledge and skills
that may be useful to these careers:
Machine Learning Engineer
Machine Learning Engineer
Machine Learning Engineers work on the development and implementation of complex machine learning models and algorithms. They are responsible for designing, building, testing, and deploying machine learning solutions to address a variety of business problems. This course will provide you with the foundational knowledge and skills you need to become a successful Machine Learning Engineer. You will learn about the TensorFlow framework, neural networks, and the three main areas covered by the TensorFlow Developer Exam: Computer Vision, Sequence Forecasting, and Natural Language Processing. This course will help you build a strong foundation in machine learning and prepare you for a career as a Machine Learning Engineer.
Data Scientist
Data Scientist
Data Scientists are responsible for collecting, analyzing, and interpreting data to extract meaningful insights. They use these insights to solve business problems and make informed decisions. This course will provide you with the foundational knowledge and skills you need to become a successful Data Scientist. You will learn about the TensorFlow framework, neural networks, and the three main areas covered by the TensorFlow Developer Exam: Computer Vision, Sequence Forecasting, and Natural Language Processing. This course will help you build a strong foundation in machine learning and prepare you for a career as a Data Scientist.
Software Engineer
Software Engineer
Software Engineers design, develop, and maintain software applications. They are responsible for the entire software development lifecycle, from requirements gathering to deployment. This course will provide you with the foundational knowledge and skills you need to become a successful Software Engineer. You will learn about the TensorFlow framework, neural networks, and the three main areas covered by the TensorFlow Developer Exam: Computer Vision, Sequence Forecasting, and Natural Language Processing. This course will help you build a strong foundation in machine learning and prepare you for a career as a Software Engineer.
Quantitative Analyst
Quantitative Analyst
Quantitative Analysts use mathematical and statistical models to analyze data and make predictions. They are employed by a variety of organizations, including investment banks, hedge funds, and insurance companies. This course will provide you with the foundational knowledge and skills you need to become a successful Quantitative Analyst. You will learn about the TensorFlow framework, neural networks, and the three main areas covered by the TensorFlow Developer Exam: Computer Vision, Sequence Forecasting, and Natural Language Processing. This course will help you build a strong foundation in machine learning and prepare you for a career as a Quantitative Analyst.
Actuary
Actuary
Actuaries use mathematical and statistical models to assess risk and uncertainty. They are employed by a variety of organizations, including insurance companies, pension funds, and consulting firms. This course will provide you with the foundational knowledge and skills you need to become a successful Actuary. You will learn about the TensorFlow framework, neural networks, and the three main areas covered by the TensorFlow Developer Exam: Computer Vision, Sequence Forecasting, and Natural Language Processing. This course will help you build a strong foundation in machine learning and prepare you for a career as an Actuary.
Data Analyst
Data Analyst
Data Analysts collect, analyze, and interpret data to extract meaningful insights. They use these insights to solve business problems and make informed decisions. This course may be useful for those who want to become Data Analysts. You will learn about the TensorFlow framework, neural networks, and the three main areas covered by the TensorFlow Developer Exam: Computer Vision, Sequence Forecasting, and Natural Language Processing. This course will help you build a foundation in machine learning and prepare you for a career as a Data Analyst.
Business Analyst
Business Analyst
Business Analysts use data and analytical techniques to solve business problems and improve organizational performance. This course may be useful for those who want to become Business Analysts. You will learn about the TensorFlow framework, neural networks, and the three main areas covered by the TensorFlow Developer Exam: Computer Vision, Sequence Forecasting, and Natural Language Processing. This course will help you build a foundation in machine learning and prepare you for a career as a Business Analyst.
Product Manager
Product Manager
Product Managers are responsible for the development and launch of new products and services. They work with engineers, designers, and marketers to bring products to market that meet the needs of customers. This course may be useful for those who want to become Product Managers. You will learn about the TensorFlow framework, neural networks, and the three main areas covered by the TensorFlow Developer Exam: Computer Vision, Sequence Forecasting, and Natural Language Processing. This course will help you build a foundation in machine learning and prepare you for a career as a Product Manager.
Project Manager
Project Manager
Project Managers are responsible for planning, organizing, and executing projects. They work with teams of people to achieve project goals and objectives. This course may be useful for those who want to become Project Managers. You will learn about the TensorFlow framework, neural networks, and the three main areas covered by the TensorFlow Developer Exam: Computer Vision, Sequence Forecasting, and Natural Language Processing. This course will help you build a foundation in machine learning and prepare you for a career as a Project Manager.
Operations Research Analyst
Operations Research Analyst
Operations Research Analysts use mathematical and analytical techniques to solve complex problems in a variety of industries. This course may be useful for those who want to become Operations Research Analysts. You will learn about the TensorFlow framework, neural networks, and the three main areas covered by the TensorFlow Developer Exam: Computer Vision, Sequence Forecasting, and Natural Language Processing. This course will help you build a foundation in machine learning and prepare you for a career as an Operations Research Analyst.
Financial Analyst
Financial Analyst
Financial Analysts use data and analytical techniques to evaluate investments and make recommendations. This course may be useful for those who want to become Financial Analysts. You will learn about the TensorFlow framework, neural networks, and the three main areas covered by the TensorFlow Developer Exam: Computer Vision, Sequence Forecasting, and Natural Language Processing. This course will help you build a foundation in machine learning and prepare you for a career as a Financial Analyst.
Statistician
Statistician
Statisticians collect, analyze, and interpret data to extract meaningful insights. This course may be useful for those who want to become Statisticians. You will learn about the TensorFlow framework, neural networks, and the three main areas covered by the TensorFlow Developer Exam: Computer Vision, Sequence Forecasting, and Natural Language Processing. This course will help you build a foundation in machine learning and prepare you for a career as a Statistician.
Computer Scientist
Computer Scientist
Computer Scientists design, develop, and implement computer systems and applications. This course may be useful for those who want to become Computer Scientists. You will learn about the TensorFlow framework, neural networks, and the three main areas covered by the TensorFlow Developer Exam: Computer Vision, Sequence Forecasting, and Natural Language Processing. This course will help you build a foundation in machine learning and prepare you for a career as a Computer Scientist.
Data Engineer
Data Engineer
Data Engineers design, build, and maintain data pipelines and infrastructure. This course may be useful for those who want to become Data Engineers. You will learn about the TensorFlow framework, neural networks, and the three main areas covered by the TensorFlow Developer Exam: Computer Vision, Sequence Forecasting, and Natural Language Processing. This course will help you build a foundation in machine learning and prepare you for a career as a Data Engineer.
Machine Learning Researcher
Machine Learning Researcher
Machine Learning Researchers develop new machine learning algorithms and techniques. This course may be useful for those who want to become Machine Learning Researchers. You will learn about the TensorFlow framework, neural networks, and the three main areas covered by the TensorFlow Developer Exam: Computer Vision, Sequence Forecasting, and Natural Language Processing. This course will help you build a foundation in machine learning and prepare you for a career as a Machine Learning Researcher.
For more career information including salaries, visit:
OpenCourser.com/course/ft6bqr/tensorflow
Reading list
We've selected seven books
that we think will supplement your
learning. Use these to
develop background knowledge, enrich your coursework, and gain a
deeper understanding of the topics covered in
TensorFlow Developer Certificate Exam Prep.
A comprehensive guide to machine learning using TensorFlow, Keras, and Scikit-Learn. Provides a solid foundation in machine learning concepts and techniques. Especially useful for those who want to apply machine learning to real-world problems
Covers deep learning using TensorFlow 2 and Keras, with a focus on practical applications and real-world examples. Provides hands-on experience with deep learning models and techniques, making it valuable for those who want to learn about and use deep learning for their own projects
Provides step-by-step guidance on building and deploying machine learning models using TensorFlow. Includes projects covering computer vision, natural language processing, and time series forecasting, making it valuable for those who want to gain practical experience in applying TensorFlow to real-world problems
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A comprehensive textbook on deep learning, providing a thorough foundation in the field. Useful for those who want to gain a deep understanding of deep learning theory and algorithms
A concise and approachable introduction to machine learning concepts and algorithms. Useful for those who want a quick overview of machine learning or as a refresher
A book that provides a comprehensive introduction to machine learning using the R programming language. While not specifically focused on TensorFlow, it provides valuable insights into machine learning concepts and techniques that can be applied to TensorFlow development
A book that provides a comprehensive introduction to machine learning using the Python programming language. While not specifically focused on TensorFlow, it provides valuable insights into machine learning concepts and techniques that can be applied to TensorFlow development
For more information about how these books relate to this course, visit:
OpenCourser.com/course/ft6bqr/tensorflow
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Time
555 hours
Level
Graduate
Via
Pluralsight
Instructor
A Cloud Guru
Language
English
Good to know
Provides a solid foundation to beginners who wish to explore machine learning
Leverages TensorFlow, a popular framework in the industry
Covers a wide range of machine learning applications, including computer vision, sequence forecasting, and natural language processing
Offers practical exercises and opportunities to apply the learned concepts
Taught by instructors from A Cloud Guru, known for their expertise in cloud computing and machine learning
Requires students to be familiar with the basics of programming and machine learning concepts
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