Generative AI with Python and GCP Course in Singapore

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Explore the potential of Generative Artificial Intelligence (AI) with our Simpliaxis comprehensive course on leveraging Python and Google Cloud Platform (GCP). This course is designed for aspiring data scientists, machine learning engineers, and AI enthusiasts who want to delve into the realm of generative AI and harness its power for various applications.

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Course Overview

Explore the cutting-edge intersection of artificial intelligence and creativity with our Generative AI with Python and GCP course. In this comprehensive program, participants will delve into the fascinating realm of generative artificial intelligence (AI) and learn how to leverage the power of Python programming and Google Cloud Platform (GCP) for creating innovative AI applications.

Throughout the course, participants will gain a solid understanding of generative AI principles, including the underlying algorithms and techniques used to generate new content autonomously. They will master Python programming language essentials and explore its libraries and frameworks crucial for building generative AI models. Additionally, participants will familiarize themselves with GCP services and tools essential for developing, deploying, and scaling AI applications in the cloud.

From building and fine-tuning advanced generative models like Generative Adversarial Networks (GANs) and Variational Autoencoders (VAEs) to deploying models on GCP infrastructure, participants will gain hands-on experience and practical insights into the entire generative AI development process. By the end of the course, participants will be equipped with the skills and knowledge to develop intelligent, creative AI applications that push the boundaries of innovation in various domains.

Key Features

Develop a GenAI Bot in Python with Flask
Understand the fundamental concepts of Generative AI from a Developer's perspective
Learn about Prompt Engineering best practices
Hands on AI Tools Experiences
Life Time Course access
Certificate of Completion

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Course Overview

Generative AI with Python and GCP Training Highlights

Key Features

Develop a GenAI Bot in Python with Flask

Understand the fundamental concepts of Generative AI from a Developer's perspective

Learn about Prompt Engineering best practices

Hands on AI Tools Experiences

Life Time Course access

Certificate of Completion

View Schedules Contact Course Advisor

UNSURE ABOUT YOUR PREP?

Generative AI with Python and GCP Practice Test Series

Immediate Result
Sample Papers
Time-Limited
Comprehensive Explanation
Previous Exam

course schedules

Schedules for Generative AI with Python and GCP Training in Singapore

Oh! We recently winded up one batch in your region, but no worries. We have a few more in the coming weeks.

Just request the schedule for the updates about dates, prices, and curriculum with your preferences!

REQUEST SCHEDULE CONTACT US

Common attendees

Who usually attend Generative AI with Python and GCP Training

Data Scientists
Machine Learning Engineers
AI Enthusiasts interested in exploring the creative AI technology
Professionals seeking to leverage Python

Prerequisites for Generative AI with Python and GCP certification training

Prerequisites and Eligibility

Basic understanding of Python programming language.
Familiarity with fundamental machine learning concepts.
Basic knowledge of cloud computing concepts (recommended but not mandatory).

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Curriculum

Generative AI with Python and GCP Course Curriculum in Singapore

Introduction to Generative AI

Understanding Generative AI concepts and applications
Overview of Python programming for AI development
Introduction to Google Cloud Platform (GCP) for AI projects

Python Basics for AI

Fundamentals of Python programming language
Data manipulation and visualization with NumPy and Matplotlib
Introduction to TensorFlow and Keras for deep learning

Introduction to Generative Models

Overview of generative models: GANs, VAEs, and more
Implementing basic generative models in Python
Hands-on exercises: Building simple generative models

Deep Dive into GANs

Understanding Generative Adversarial Networks (GANs) architecture
Training GANs for image generation tasks
Fine-tuning GANs for specific applications

Variational Autoencoders (VAEs)

Introduction to Variational Autoencoders (VAEs)
Implementing VAEs for image generation and manipulation
Hands-on exercises: Building and training VAEs

Deploying Models on Google Cloud Platform (GCP)

Introduction to Google Cloud Platform (GCP) services for AI
Setting up a GCP environment for model deployment
Deploying generative AI models on GCP infrastructure

Advanced Topics in Generative AI

Transfer learning for generative models
Multi-modal generation with advanced techniques
Ethical considerations in generative AI development

Real-World Applications and Case Studies

Use cases of generative AI across various industries
Case studies showcasing successful generative AI applications
Final project: Developing a generative AI application using Python and GCP

Project Work and Review

Hands-on project work under instructor guidance
Peer review and feedback sessions
Final project presentation and evaluation

Certification and Next Steps

Final assessment and certification eligibility
Career pathways and further learning opportunities in generative AI
Course conclusion and next steps for participants

COURSE Curriculum

Generative AI with Python and GCP Course Curriculum in Singapore

Download Curriculum

Understanding Generative AI concepts and applications
Overview of Python programming for AI development
Introduction to Google Cloud Platform (GCP) for AI projects

Fundamentals of Python programming language
Data manipulation and visualization with NumPy and Matplotlib
Introduction to TensorFlow and Keras for deep learning

Overview of generative models: GANs, VAEs, and more
Implementing basic generative models in Python
Hands-on exercises: Building simple generative models

Understanding Generative Adversarial Networks (GANs) architecture
Training GANs for image generation tasks
Fine-tuning GANs for specific applications

Introduction to Variational Autoencoders (VAEs)
Implementing VAEs for image generation and manipulation
Hands-on exercises: Building and training VAEs

Introduction to Google Cloud Platform (GCP) services for AI
Setting up a GCP environment for model deployment
Deploying generative AI models on GCP infrastructure

Transfer learning for generative models
Multi-modal generation with advanced techniques
Ethical considerations in generative AI development

Use cases of generative AI across various industries
Case studies showcasing successful generative AI applications
Final project: Developing a generative AI application using Python and GCP

Hands-on project work under instructor guidance
Peer review and feedback sessions
Final project presentation and evaluation

Final assessment and certification eligibility
Career pathways and further learning opportunities in generative AI
Course conclusion and next steps for participants

Download Curriculum

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What you will learn in this Generative AI with Python and GCP workshop

Learning Objectives

Gain foundational knowledge of generative AI principles:

This involves understanding the fundamental concepts and theories behind generative artificial intelligence (AI), which focuses on creating new data or content rather than simply analyzing existing data. This includes learning about various algorithms, techniques, and architectures used in generative AI.

Master Python and its libraries for AI development:

Python is a widely-used programming language in the field of AI due to its simplicity, versatility, and extensive libraries. Mastering Python and libraries such as TensorFlow, PyTorch, Keras, and NumPy is crucial for implementing generative AI models effectively.

Familiarize themselves with Google Cloud Platform (GCP):

Google Cloud Platform is a suite of cloud computing services offered by Google, including storage, computing, machine learning, and data analytics. Familiarity with GCP enables practitioners to leverage its resources for developing, deploying, and scaling AI applications, including generative models.

Implement popular generative models like GANs and VAEs:

Generative Adversarial Networks (GANs) and Variational Autoencoders (VAEs) are two popular classes of generative models used in AI. Learning to implement these models involves understanding their architectures, training procedures, and applications in generating realistic data, such as images, text, and audio.

Generative AI with Python and GCP Certification COURSE For Corporates

Why SimpliAxis Is The First Choice For Corporates?

Simpliaxis provides In person and live virtual instructor- led corporate training program customized for enterprise teams who wish to train their employees on specific aspects of their job processes or responsibilities. The corporate training by our expert certified trainers will enhance your learning curve and enable your teams to utilize their skills to meet the industry standards

The tool-based learning, guiding, tracking, and grading Customized curriculum as per the team's and company's needs.
Customized curriculum as per the team's and company's needs
A pool of consultants catering to the work experience across industries.
Flexibility in learning- Online, Offline, and Self paced learning
The global presence and can train the teams across the geographies.

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Our Generative AI with Python and GCP Training Trainers

Instructors

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Aakash Srinivasan, CST
Certified Scrum Master (CSM®), Certified Scrum Product Owner (CSPO®)
Aakash Srinivasan is an experienced Agile transformation leader and a co-founder of SimpliAxis Inc., an Agile training and coaching service company (www.simpliaxis.com) based in Seattle, Washington.
Experience: 15+ Years
Michel Goldenberg, CST
Certified Scrum Master (CSM®), Advanced Certified Scrum Master (ACSM®)...
Michel Started working with Agile in 2001 when he first used eXtreme Programming as a team member in a very complex project in Brazil, since that project Michel decided to focus his career in coaching and training in Agile. Some people like to call him a nomad because he is always working world wide and moving from country to country to always find the most challenging market so he can always improve in Agile by helping people learn and apply it. During his journey Michel became Certified Scrum Trainer (2009), a TAC member (2017) and Path to CSP educator (2019), and now his main focus is to deliver Certified Training under Scrum Alliance brand.
Experience: 21+ Years
Raj Kasturi, CST
CSM
Raj is an experienced Scrum Trainer, Scrum Master, Agile Coach helping organizations transition to Scrum
Experience: 28+ Years
Abid Quereshi, CST
Certified Scrum Master (CSM®), Advanced Certified Scrum Master (ACSM®)...
"Learn Scrum and Agile Software Development from an actual software developer. Abid has been developing real software products for over 26 years, from inception to design, coding, testing and maintaining legacy systems. Abid holds a Bachelor's degree in Education and a Bachelor's degree in Mechatronics Engineering. As a professional teacher and engineer you an count on an experience which is both immersive and relevant to todays workplace challenges."
Experience: 25+ Years
Vivek Angiras, CST
Certified Scrum Master (CSM®), Certified Scrum Product Owner (CSPO®)...
Vivek Angiras is an Agile coach and trainer. He is a Certified Scrum Trainer (CST) who started his career in scientific research more than a decade ago. Vivek is a co-founder of SimpliAxis Inc.
Experience: 15+ Years
Bill Li
CSM, CSPO and A-CSM
Bill Li, CST (Certified Scrum Trainer) and Agile Coach, based out in Shanghai & Vancouver, and active in China, Asia and Canada, Managing Principal of UPerform Consulting Group. With over 25 years of cross-functional experiences in IT and consulting sectors, Bill is among the pioneers who promoted Scrum and Agile since 2007 in Asia, and is active contributor and speaker at agile community, including major Scrum and Agile conferences. Bill enjoys developing people and organizations through high quality Scrum and Agile training, coaching and consulting services. His passion lies in helping clients’ product development organizations and teams to become more effective, having less waste and fewer impediments in their processes, less pressure, higher enjoyment, and producing better product and services, in an open, transparent, creative, and self-organized environment. Bill translated Agile Project Management with Scrum by Ken Schwaber into simplified Chinese and published it in 2007. He also co-translated Ken's next book on Scrum & Enterprise and Mike Cohn’s User Stories Applied, together with other 2 titles in Project Management area. Bill is MBA from Schulich School of Business, York University, and Bachelor of Engineering from South China University of Technology. He lives in Shanghai, China and seasonally in North Vancouver, BC, Canada.
Experience: 23+ Years

Aakash Srinivasan, CST
Certified Scrum Master (CSM®), Certified Scrum Product Owner (CSPO®)
15+ Years of experience
Aakash Srinivasan is an experienced Agile transformation leader and a co-founder of SimpliAxis Inc., an Agile training and coaching service company (www.simpliaxis.com) based in Seattle, Washington.
Linkedin Profile
1/6
Michel Goldenberg, CST
Certified Scrum Master (CSM®), Advanced Certified Scrum Master (ACSM®)
21+ Years of experience
Michel Started working with Agile in 2001 when he first used eXtreme Programming as a team member in a very complex project in Brazil, since that project Michel decided to focus his career in coaching and training in Agile. Some people like to call him a nomad because he is always working world wide and moving from country to country to always find the most challenging market so he can always improve in Agile by helping people learn and apply it. During his journey Michel became Certified Scrum Trainer (2009), a TAC member (2017) and Path to CSP educator (2019), and now his main focus is to deliver Certified Training under Scrum Alliance brand.
Linkedin Profile
2/6
Raj Kasturi, CST
CSM
28+ Years of experience
Raj is an experienced Scrum Trainer, Scrum Master, Agile Coach helping organizations transition to Scrum
Linkedin Profile
3/6
Abid Quereshi, CST
Certified Scrum Master (CSM®), Advanced Certified Scrum Master (ACSM®)
25+ Years of experience
"Learn Scrum and Agile Software Development from an actual software developer. Abid has been developing real software products for over 26 years, from inception to design, coding, testing and maintaining legacy systems. Abid holds a Bachelor's degree in Education and a Bachelor's degree in Mechatronics Engineering. As a professional teacher and engineer you an count on an experience which is both immersive and relevant to todays workplace challenges."
Linkedin Profile
4/6
Vivek Angiras, CST
Certified Scrum Master (CSM®), Certified Scrum Product Owner (CSPO®)
15+ Years of experience
Vivek Angiras is an Agile coach and trainer. He is a Certified Scrum Trainer (CST) who started his career in scientific research more than a decade ago. Vivek is a co-founder of SimpliAxis Inc.
Linkedin Profile
5/6
Bill Li
CSM, CSPO and A-CSM
23+ Years of experience
Bill Li, CST (Certified Scrum Trainer) and Agile Coach, based out in Shanghai & Vancouver, and active in China, Asia and Canada, Managing Principal of UPerform Consulting Group. With over 25 years of cross-functional experiences in IT and consulting sectors, Bill is among the pioneers who promoted Scrum and Agile since 2007 in Asia, and is active contributor and speaker at agile community, including major Scrum and Agile conferences. Bill enjoys developing people and organizations through high quality Scrum and Agile training, coaching and consulting services. His passion lies in helping clients’ product development organizations and teams to become more effective, having less waste and fewer impediments in their processes, less pressure, higher enjoyment, and producing better product and services, in an open, transparent, creative, and self-organized environment. Bill translated Agile Project Management with Scrum by Ken Schwaber into simplified Chinese and published it in 2007. He also co-translated Ken's next book on Scrum & Enterprise and Mike Cohn’s User Stories Applied, together with other 2 titles in Project Management area. Bill is MBA from Schulich School of Business, York University, and Bachelor of Engineering from South China University of Technology. He lives in Shanghai, China and seasonally in North Vancouver, BC, Canada.
Linkedin Profile
6/6

Frequently Asked Questions

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What is Generative AI, and why is it important?

Generative AI is the subset of artificial intelligence focused on autonomously creating new content, such as images, text, or music. It's essential because it enables machines to exhibit creativity, opening doors to various applications in art, design, healthcare, and more.

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Who is this course for?

This course is designed for data scientists, machine learning engineers, AI enthusiasts, and professionals interested in exploring generative AI with Python and Google Cloud Platform (GCP). It's suitable for individuals with basic Python knowledge and a curiosity for cutting-edge AI technologies.

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What prerequisites are required for this course?

Participants should have a basic understanding of Python programming and fundamental concepts of machine learning. Familiarity with cloud computing concepts, while not mandatory, can be beneficial.

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What will I learn in this course?

You'll learn the fundamentals of generative AI, how to implement generative models like GANs and VAEs using Python, and how to deploy these models on the Google Cloud Platform. Additionally, you'll explore real-world applications of generative AI across various industries.

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How is the course delivered?

The course is delivered online through video lectures, hands-on exercises, quizzes, and assignments. Participants have the flexibility to study at their own pace and access course materials from anywhere with an internet connection.

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What resources will I have access to?

Participants will have access to course materials, including lecture videos, code examples, supplementary readings, and a dedicated online community for discussions and support. Additionally, instructors will provide guidance and feedback throughout the course.

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Is there a certification upon completion?

Yes, participants who successfully complete the course requirements, including assessments and projects, will receive a certificate of completion from Simpliaxis, recognizing their proficiency in Generative AI with Python and GCP.

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How long does it take to complete the course?

The course is designed to be completed approximately. However, participants have the flexibility to adjust their learning pace based on their schedules and commitments.

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Is there a preferred currency for payment, especially for international students?

While we accept payments in various currencies, we recommend using the currency from where you want to attend the course.

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Can payments be made online through your website, or do I need to visit a physical location?

Payments can be made conveniently through our secure online payment portal on our website. We do not require visiting a physical location for payment.

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Do you offer any discounts or promotions for early payment?

Yes, we offer discounts and promotions for early payments or certain corporate Training. Keep an eye on our website or contact us to get exciting offers.

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Can I pay for the course in installments, or is full payment required upfront?

You have the flexibility to pay for the course either in full upfront or in installments, depending on your preference. To know more details about it contact us.

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Will I get a refund if I cancel my enrollment?

No, refund is not possible. You can reschedule your course. To know more about refunds, visit our Refund Policy.

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Where will I get my payment receipt?

Upon successful completion of payment, you will receive a confirmation email of your payment along with payment invoices.

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Is there any transaction or processing fee?

No, there is no transaction processing fee.

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What cards do you accept?

We accept payments from VISA, Master, Maestro, AMEX, and Discover.

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What payment options are available?

All types of payment methods are available. You can pay Online through Credit Cards, Debit Cards and Net Banking, Direct Bank Transfer/Wire Transfer/Wallet to our account and many more.Other payment options available are stripe, Splitit, PayPal for US & CA regions.

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What if I miss a class? Are there any money back options?

No, you won't get your money back. But, as per your convenience, we can reschedule your training without any extra charges.

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If I want to know more about Training, whom should I connect with?

If you want to know more about the course you can connect us in mail hello@simpliaxis.com or you can call us.

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Is there any option to complete the Training in the native language if a participant chooses to?

English is the preferred language for training delivery. For corporate Training, any language other than English will have to be requested as a custom service. However, this will be subject to additional costs and the availability of a native language trainer. Please note that only official languages will be considered for this request.

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Can I receive personalized Training at my convenience?

Yes, we’ll be posting multiple schedules every week for all the courses. Based on your convenience, you can select the training schedule. Also, we’ve E-Learning programs for popular courses, you can enroll and watch the training modules whenever you want.

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Where do I find the upcoming schedules of my course?

Select the course of your interest from the website and view all the upcoming workshop schedules. You can select your course from the website https://www.simpliaxis.com/

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After enrollment, can I change the date of my training class?

Yes, you can change the date, but you have to inform it 3-4 days before the Scheduled date.

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Do I get any certificate upon completion of the course?

Yes, you will receive a certificate after successful completion of the training course.

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How do I enroll in the training course?

Choose the course of your interest, schedule it at your convenience from our upcoming schedule list, and register for the training by submitting your details. Proceed to make a payment and you will receive a confirmation email of your course enrolment. Or you can connect our career advisors to consult & choose your course.

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What are the different courses offered by Simpliaxis?

At Simpliaxis we provide training for courses of all the in-demand technologies. One can choose a course from Project Management, Agile, IT, DevOps, Business, IT Service Management, Quality Management, etc based on their choice of interest. To know more, please visit https://www.simpliaxis.com/

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What are the different modes of Training available for Simpliaxis courses?

We provide different modes of Training: virtual Online Training, Live Virtual Training, Corporate Training & also E-learning.

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Do you offer online Training?

Yes, For every course, online Training is available.

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Do you offer corporate Training?

Yes, we do provide corporate Training. We customize Training based on our clients' needs.

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Who are the instructors of my course?

All our trainers are highly qualified and certified, having numerous years of experience in the training industry. You can choose your instructors for your course.

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Is there any discount available for the Simpliaxis courses?

Yes, we do provide discounts on multiple courses. Please visit the schedules page to view the available discounts.

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Whom do I contact if I have more queries regarding my course?

You can reach out to our experienced career counselor
or email us on support@simpliaxis.com
or contact any of our phone numbers
or you can chat with us anytime
or visit our contact us page https://www.simpliaxis.com/contact-us

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Are your courses affordable?

Yes, course fees for all technologies are affordable. Along with that, we do provide discounts on various courses.

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Why should I choose Simpliaxis?

Simpliaxis offers personalized corporate training programs designed for enterprise teams seeking to refine their employees' skills in various job processes or roles, whether through in-person sessions or live virtual instruction. Led by our skilled and certified trainers, these certification programs not only elevate learning curves but also empower teams to effectively apply their newfound skills to meet industry benchmarks. With over 40 certification programs available, the impact is profound, evident in a remarkable 45% improvement in employee retention rates. On average, there's been a notable 30% enhancement in both work satisfaction and capabilities, showcasing the tangible benefits of our training initiatives.

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What is the object of Simpliaxis?

To provide high-quality training and help our professional participants & clients to build a high-performing workforce.

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How much discount will I get if I enroll for the Training?

It totally depends upon the course. Please check our website regularly for new offers and discounts throughout the year. You can also chat with one of our career consultants to see if any discounts are available.

Generative AI with Python and GCP Course FAQs