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Abhishek Jha
In this guided project, you will be using Neural Networks powered Amazon Translate batch translation feature to translate documents such as Word, Powerpoints and Excel sheets while maintaining the format of the documents. We will begin by exploring Amazon Translate and creating an S3 storage bucket with input & output folders. We will then create a batch translation job that can translate any document into any desired language. By the end of this project, you will be confident in working with Amazon translate and you will be able to translate any document (Word, Excel, PPT, HTML) to any language that is supported by Amazon...
Read more
In this guided project, you will be using Neural Networks powered Amazon Translate batch translation feature to translate documents such as Word, Powerpoints and Excel sheets while maintaining the format of the documents. We will begin by exploring Amazon Translate and creating an S3 storage bucket with input & output folders. We will then create a batch translation job that can translate any document into any desired language. By the end of this project, you will be confident in working with Amazon translate and you will be able to translate any document (Word, Excel, PPT, HTML) to any language that is supported by Amazon...
Read more
In this guided project, you will be using Neural Networks powered Amazon Translate batch translation feature to translate documents such as Word, Powerpoints and Excel sheets while maintaining the format of the documents. We will begin by exploring Amazon Translate and creating an S3 storage bucket with input & output folders. We will then create a batch translation job that can translate any document into any desired language. By the end of this project, you will be confident in working with Amazon translate and you will be able to translate any document (Word, Excel, PPT, HTML) to any language that is supported by Amazon Translate.
This project is for professionals, businesses and freelancers who constantly need to translate documents from one language to another. Amazon translate is an amazing technology powered by AI and neural networks solutions that can translate your documents and files without destroying their format. We will be using the Amazon AWS Free tier which allows translations of up to 2 Million characters for Free every month.
Note: In order to complete this project, you need an AWS account. Even if you do not have an AWS account, you will be guided to create a Free Tier AWS account in the project.
Register for this course and see more details by visiting:
OpenCourser.com/course/ztnq19/amazon
Good to know
Good to know
Know what's good ,
what to watch for , and
possible dealbreakers
Teaches how to use Amazon Translate to translate documents, which is standard in industry
Suitable for professionals, businesses, and freelancers who need to translate documents
Leverages neural networks and AI for accurate translations
Provides free tier access for up to 2 million characters translated per month
Requires an AWS account or provides guidance for creating one
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Activities
Be better prepared
before
your course. Deepen your understanding
during
and
after
it. Supplement your coursework and achieve mastery of the topics covered
in Amazon Translate: Translate documents with batch translation with these
activities:
Follow tutorials on TensorFlow for beginners
Show steps
Supplement course material with additional resources to reinforce understanding.
Show steps
-
Identify beginner-friendly tutorials on TensorFlow.
-
Follow the tutorials step-by-step and practice the examples.
-
Experiment with the code and explore different options.
Read 'Neural Networks and Deep Learning' by Michael Nielsen
Show steps
Review core concepts in neural networks and deep learning to strengthen foundational knowledge for the course.
Show steps
-
Read Chapters 1-4 of 'Neural Networks and Deep Learning'.
-
Complete the exercises and quizzes in each chapter.
-
Summarize the key concepts covered in each chapter.
Join study groups on Coursera
Show steps
Engage with peers to discuss course material, share insights, and support each other's learning.
Show steps
-
Introduce yourself and share your goals in the study group.
-
Actively participate in discussions and ask questions.
-
Offer help and support to other members.
Five other activities
Expand to see all activities and additional details
Show all eight activities
Complete coding exercises on Coursera
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Apply theoretical concepts to practical coding exercises to enhance understanding and proficiency.
Show steps
-
Attempt the coding exercises provided in each module on Coursera.
-
Debug and optimize code to improve solutions.
-
Review solutions and compare approaches with peers.
Build a neural network from scratch
Show steps
Gain hands-on experience by implementing a neural network to solve a real-world problem.
Show steps
-
Choose a small-scale problem suitable for a neural network.
-
Design the neural network architecture and implement it in Python.
-
Train and evaluate the neural network on a dataset.
Write a blog post on Amazon Translate
Show steps
Share knowledge and insights gained from the course by creating a resource for others.
Show steps
-
Summarize the key features and benefits of Amazon Translate.
-
Provide examples of how Amazon Translate can be used in real-world scenarios.
-
Share your experiences and tips for using Amazon Translate effectively.
Create a presentation on the applications of Amazon Translate
Show steps
Synthesize course knowledge and demonstrate understanding by creating a deliverable that showcases practical applications.
Show steps
-
Identify potential applications of Amazon Translate in various industries.
-
Develop a presentation outline and gather relevant information.
-
Create visual aids and design an engaging presentation.
Mentor junior developers on Amazon Translate
Show steps
Strengthen understanding by sharing knowledge and guiding others, while contributing to the developer community.
Show steps
-
Identify opportunities to mentor junior developers.
-
Share your experience and expertise on Amazon Translate.
-
Provide guidance and support to help junior developers succeed.
Follow tutorials on TensorFlow for beginners
Show steps
Supplement course material with additional resources to reinforce understanding.
Show steps
Show steps
Show steps
- Identify beginner-friendly tutorials on TensorFlow.
- Follow the tutorials step-by-step and practice the examples.
- Experiment with the code and explore different options.
Read 'Neural Networks and Deep Learning' by Michael Nielsen
Show steps
Review core concepts in neural networks and deep learning to strengthen foundational knowledge for the course.
Show steps
Show steps
Show steps
- Read Chapters 1-4 of 'Neural Networks and Deep Learning'.
- Complete the exercises and quizzes in each chapter.
- Summarize the key concepts covered in each chapter.
Join study groups on Coursera
Show steps
Engage with peers to discuss course material, share insights, and support each other's learning.
Show steps
Show steps
Show steps
- Introduce yourself and share your goals in the study group.
- Actively participate in discussions and ask questions.
- Offer help and support to other members.
Five other activities
Expand to see all activities and additional details
Show all eight activities
Complete coding exercises on Coursera
Show steps
Apply theoretical concepts to practical coding exercises to enhance understanding and proficiency.
Show steps
Show steps
Show steps
- Attempt the coding exercises provided in each module on Coursera.
- Debug and optimize code to improve solutions.
- Review solutions and compare approaches with peers.
Build a neural network from scratch
Show steps
Gain hands-on experience by implementing a neural network to solve a real-world problem.
Show steps
Show steps
Show steps
- Choose a small-scale problem suitable for a neural network.
- Design the neural network architecture and implement it in Python.
- Train and evaluate the neural network on a dataset.
Write a blog post on Amazon Translate
Show steps
Share knowledge and insights gained from the course by creating a resource for others.
Show steps
Show steps
Show steps
- Summarize the key features and benefits of Amazon Translate.
- Provide examples of how Amazon Translate can be used in real-world scenarios.
- Share your experiences and tips for using Amazon Translate effectively.
Create a presentation on the applications of Amazon Translate
Show steps
Synthesize course knowledge and demonstrate understanding by creating a deliverable that showcases practical applications.
Show steps
Show steps
Show steps
- Identify potential applications of Amazon Translate in various industries.
- Develop a presentation outline and gather relevant information.
- Create visual aids and design an engaging presentation.
Mentor junior developers on Amazon Translate
Show steps
Strengthen understanding by sharing knowledge and guiding others, while contributing to the developer community.
Show steps
Show steps
Show steps
- Identify opportunities to mentor junior developers.
- Share your experience and expertise on Amazon Translate.
- Provide guidance and support to help junior developers succeed.
Career center
Learners who complete Amazon Translate: Translate documents with batch translation will develop knowledge and skills
that may be useful to these careers:
Translator
Translator
Amazon Translate: Translate documents with batch translation focuses on translating documents. A career as a Translator involves similar work.
Localization Manager
Localization Manager
Localization Managers oversee the translation and adaptation of products and services into different languages and cultures. Amazon Translate: Translate documents with batch translation may be useful for automating some of the processes involved in management.
Technical Communicator
Technical Communicator
Technical Communicators explain complex technical information to non-technical audiences. This course may be useful for learning how to translate and present technical information in a clear and concise way.
Cloud Architect
Cloud Architect
Cloud Architects design and manage cloud computing systems. This course may be useful for learning how to translate and implement cloud computing requirements and specifications.
Mobile Developer
Mobile Developer
Mobile Developers design, develop, and maintain mobile apps. This course may be useful for learning how to translate and implement mobile app content and functionality.
Business Analyst
Business Analyst
Business Analysts analyze business needs and develop solutions to improve business processes. This course may be useful for learning how to translate and analyze business requirements.
Software Engineer
Software Engineer
Software Engineers design, develop, and maintain software applications. This course may be useful for learning how to translate and implement software requirements and specifications.
Web Developer
Web Developer
Web Developers design, develop, and maintain websites. This course may be useful for learning how to translate and implement website content and functionality.
Information Architect
Information Architect
Information Architects design and organize information systems and ensure that they are easy to find and use. This course may be useful for learning how to translate and structure information in a logical and accessible way.
Document Controller
Document Controller
Document Controllers maintain document management systems and ensure document security, compliance, and accessibility. This course may be useful for learning how to translate and manage documents efficiently.
Technical Writer
Technical Writer
Technical Writers present complex technical information to non-specialists. This course may be useful for learning how to translate and present complex topics clearly and coherently.
Product Manager
Product Manager
Product Managers plan and manage the development and launch of products. This course may be useful for learning how to translate and communicate product requirements and specifications.
Data Analyst
Data Analyst
Data Analysts collect, analyze, and interpret data to identify trends and patterns. This course may be useful for learning how to translate and present data in a way that is clear and actionable.
User Experience Designer
User Experience Designer
User Experience Designers focus on improving the user experience of websites, apps, and other digital products. This course may be useful for learning how to translate and present information in a way that is user-friendly and engaging.
Content Strategist
Content Strategist
Content Strategists plan, develop and manage content across multiple channels. This course may be useful for learning how to translate, present, and analyze content effectively.
For more career information including salaries, visit:
OpenCourser.com/course/ztnq19/amazon
Reading list
We've selected six 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
Amazon Translate: Translate documents with batch translation.
Save
The book provides a comprehensive overview of the field of machine translation, from its history and theoretical foundations to its current state-of-the-art methods. It is particularly useful for readers who seek a deep understanding of the principles and techniques behind machine translation.
The book provides a comprehensive overview of machine learning techniques for natural language processing. It is particularly useful for readers who seek a deep understanding of the machine learning models and algorithms used in natural language processing, including machine translation.
The book provides a comprehensive overview of natural language processing, a field that deals with the interaction between computers and human (natural) languages. It is particularly useful for readers who seek a broad understanding of natural language processing techniques and their applications in various domains, including machine translation.
The book provides a comprehensive overview of statistical language modeling, a technique that is commonly used in machine translation to estimate the probability of word sequences. It is particularly useful for readers who seek a deep understanding of the statistical models and algorithms used in language modeling.
The book provides a comprehensive overview of speech and language processing, a field that deals with the processing, analysis, and generation of speech and language data. It is particularly useful for readers who seek a broad understanding of the techniques used in speech and language processing, including machine translation.
The book provides a hands-on introduction to natural language processing using Python. It is particularly useful for readers who seek to apply natural language processing techniques to real-world problems, including machine translation.
For more information about how these books relate to this course, visit:
OpenCourser.com/course/ztnq19/amazon
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Time
1 hours
Via
Coursera
Institution
Coursera Project Network
Instructor
Abhishek Jha
Good to know
Teaches how to use Amazon Translate to translate documents, which is standard in industry
Suitable for professionals, businesses, and freelancers who need to translate documents
Leverages neural networks and AI for accurate translations
Provides free tier access for up to 2 million characters translated per month
Requires an AWS account or provides guidance for creating one
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