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Generative AI Modeling with Vertex AI Studio

This programme is offered by TheSSML in collaboration with the Institute for Advanced AI and Machine Learning Specialization (IAAIMLS).

About the Programme

The Generative AI Modeling with Vertex AI Studio Specialization is a cutting-edge program designed to provide participants with in-depth knowledge and hands-on experience in generative AI model creation, utilizing the powerful Vertex AI platform by Google Cloud. Over the span of three months, the program covers the foundations of generative AI, starting with the basic concepts of neural networks and progressing to advanced applications, including natural language processing, image generation, and creative model design. The course emphasizes practical skills, enabling learners to develop and deploy models effectively using Vertex AI, one of the leading cloud platforms for AI development.

In addition to the academic curriculum, the program includes a six-month internship, offering students valuable real-world experience. During the internship, participants will have the opportunity to apply the techniques learned in the program to solve industry-specific challenges and refine their problem-solving abilities. This exposure helps students to not only solidify their technical expertise but also to gain insights into the professional applications of AI in various sectors, from technology to finance and healthcare.

Key Skills Developed

Generative AI Model Design
Vertex AI Platform Proficiency
Neural Network Architecture
Natural Language Processing (NLP)
Cloud-based AI Deployment
Project Management and Collaboration

Who is the programme for?

The Generative AI Modeling with Vertex AI Studio Specialization program is designed for professionals and enthusiasts eager to specialize in generative AI and cloud-based machine learning solutions. It is ideal for those with a background in data science, software engineering, or AI development who want to enhance their skills in generative models and leverage cloud platforms like Google Vertex AI for building and deploying AI systems. The program is also suited for AI practitioners looking to advance their careers in cutting-edge fields such as natural language processing (NLP), computer vision, and creative AI applications. Furthermore, it’s perfect for individuals who aspire to work with industry-specific AI projects and collaborate with cross-functional teams, especially those seeking real-world experience through internships.

How will you study?

In the Generative AI Modeling with Vertex AI Studio Specialization program, you will engage in a combination of self-paced online learning and interactive live sessions. The coursework will be divided into theoretical lessons, hands-on labs, and real-world project assignments, ensuring practical application of concepts. You will utilize Google Vertex AI Studio and other tools to work on building, training, and deploying generative AI models. The program will follow a project-based learning approach, with opportunities to collaborate with peers and instructors during live discussions and problem-solving exercises. Additionally, the program includes a six-month internship, providing you with the chance to apply your skills in a professional setting, gaining valuable industry experience and mentoring along the way. This structure allows you to learn flexibly while also immersing yourself in the real-world applications of generative AI.

Accreditation and Collaboration at TheSSML

The Standard School of Machine Learning (SSML) is committed to maintaining the highest academic and industry standards, supported by endorsements from globally recognized organizations such as the Machine Learning Accreditation Council (MACUL) and the All India Council for Technical Skill Development (AICTSD). These esteemed accreditations ensure that SSML’s initiatives align with international benchmarks, guaranteeing academic excellence and relevance in the rapidly evolving AI landscape.

In addition to these accreditations, SSML is proud to announce strategic collaborations with several distinguished academic and research institutions, as well as leading organizations across various industries. These partnerships enhance the institution's offerings, providing students with unparalleled access to cutting-edge AI research, development, and industry applications.

Key Collaborations Include:

  • Ambaincip School of Business: Renowned for its focus on business innovation and entrepreneurship, Ambaincip contributes to developing AI-powered solutions to address real-world business challenges, helping students apply AI in practical business contexts.
  • Narsamma School of Finance and Blockchain: This collaboration focuses on advancing AI applications within the financial sector, with a particular emphasis on blockchain, cryptocurrency, and decentralized finance (DeFi), empowering students to lead financial innovations through AI.
  • Monappa School of Quantum Computing: Partnering in the realm of quantum algorithms and quantum machine learning, this collaboration offers students the opportunity to explore the intersection of quantum computing and AI, addressing complex issues that were previously unsolvable.
  • Kamber School of Researchers: A research-driven institution at the forefront of pioneering AI research and development, Kamber School offers students the chance to engage in collaborative research projects with leading AI experts.
  • BlackwellAi - LaB Innovation: A cutting-edge innovation lab dedicated to AI and machine learning technologies, BlackwellAi fosters the creation of AI solutions across various industries, advancing SSML’s commitment to solving global challenges with AI-driven innovations.

Impact of Collaborations:

This extensive network bridges the gap between academia, research, and industry, fostering a multidisciplinary approach to AI and machine learning development. With expertise in sectors such as finance, blockchain, quantum computing, and business innovation, SSML ensures its students receive a well-rounded education that integrates both theoretical knowledge and practical applications.

The collaborations also guarantee that SSML’s curriculum remains aligned with global standards and frameworks, including Artificial General Intelligence (AGI) and MACUL’s Machine Learning and Computational Learning guidelines, ensuring that students are equipped with the highest academic rigor while staying relevant to the dynamic global AI landscape.

Graduate Outcomes:

Graduates of SSML are equipped with both technical expertise and industry experience to drive innovative AI solutions. The institution’s emphasis on real-world applications and ethical considerations prepares students to make significant contributions to the rapidly evolving AI sector. With globally recognized credentials and world-class learning experiences, SSML graduates are prepared to lead AI innovations in various industries and create transformative impacts.

Location

Hybrid Mode

Duration

3 Month + 6 Month Internship Offer Letter

Intakes

35

Tuition Fees

Rs 15000 /-

The Generative AI Modeling with Vertex AI Studio Specialization is a comprehensive program designed to empower students with advanced skills in creating, deploying, and optimizing generative AI models using Google Cloud's Vertex AI Studio. This program covers the end-to-end process of building generative AI applications, from data preparation and model training to deployment and scaling, focusing on practical, hands-on experience. Over the course of three months, participants will gain in-depth knowledge of machine learning frameworks, AI model architecture, and best practices for implementing AI solutions. The program also includes a six-month internship opportunity, providing valuable industry experience to reinforce learning and enhance employability. By the end of the program, graduates will be well-equipped to develop cutting-edge generative AI applications, contributing to a wide range of industries, from content generation to automation and beyond.

programme overview

Programme Structure and Electives

The Generative AI Modeling with Vertex AI Studio Specialization program is designed to provide a comprehensive, hands-on learning experience. It begins with a core learning phase of 3 months, where participants will delve into the fundamentals of generative AI and become proficient in using Google Cloud's Vertex AI Studio. They will learn to prepare and preprocess data, build and fine-tune generative AI models, and deploy them effectively while ensuring optimization. The curriculum also emphasizes AI ethics and real-world applications across various industries. Following the core phase, participants will undertake a 6-month internship, gaining invaluable practical experience by applying their skills to real-world industry projects. Throughout this phase, they will collaborate with industry professionals, refining their technical expertise while working on innovative AI-driven solutions. By the program’s conclusion, graduates will be equipped with the necessary knowledge and experience to drive impactful generative AI initiatives in their careers.

Core Periods Modules

The Generative AI Modeling with Vertex AI Studio Specialization program is designed to provide a comprehensive, hands-on learning experience. It begins with a core learning phase of 3 months, where participants will delve into the fundamentals of generative AI and become proficient in using Google Cloud's Vertex AI Studio. They will learn to prepare and preprocess data, build and fine-tune generative AI models, and deploy them effectively while ensuring optimization. The curriculum also emphasizes AI ethics and real-world applications across various industries. Following the core phase, participants will undertake a 6-month internship, gaining invaluable practical experience by applying their skills to real-world industry projects. Throughout this phase, they will collaborate with industry professionals, refining their technical expertise while working on innovative AI-driven solutions. By the program’s conclusion, graduates will be equipped with the necessary knowledge and experience to drive impactful generative AI initiatives in their careers.

  1. Period 0

    Introduction to Vertex AI Studio

    The Introduction to Vertex AI Studio module provides an overview of Google Cloud's Vertex AI platform, covering its key features and capabilities. Participants will learn how to navigate the platform, set up environments, and use tools for data preprocessing, model training, and deployment.

  2. Period 1

    Vertex AI Search for Retail

    The Vertex AI Search for Retail module explores how to leverage Google Cloud’s Vertex AI tools to enhance retail operations. Participants will learn to build AI-powered search solutions tailored to retail needs, improving product discovery and recommendation systems.

  3. Period 2

    Vertex AI Search for Retail Agent Builder

    The Vertex AI Search for Retail Agent Builder module focuses on using Google Cloud's Vertex AI to develop AI-powered agents specifically designed for retail. Participants will learn how to build and customize search agents that can handle complex retail queries, provide personalized recommendations, and improve customer interactions.

  4. Period 3

    Build Recommendation Models

    The Build Recommendation Models module focuses on designing and developing AI-powered recommendation systems using machine learning techniques.

  5. Period 4

    Serverless Data Processing with Dataflow: Develop Pipelines

    The Serverless Data Processing with Dataflow: Develop Pipelines module introduces participants to the powerful concept of serverless data processing using Google Cloud's Dataflow.

  6. Period 5

    Google Cloud Big Data and Machine Learning Fundamentals

    The Google Cloud Big Data and Machine Learning Fundamentals module provides an introduction to the core concepts and services in Google Cloud for handling big data and implementing machine learning (ML) solutions.

Electives

The Generative AI Modeling with Vertex AI Studio Specialization program offers a comprehensive learning experience that spans three months, followed by a valuable 6-month internship. After successfully completing the program, participants will have the opportunity to apply their acquired skills and knowledge in a real-world setting through the internship.


  • Profile Building++
  • Decision Sciences
  • Entrepreneurship & Family Enterprise
  • Responsible AI and Ethical Considerations
  • AI-Driven Customer Experience
  • Emerging AI Technologies and Trends
  • AI in Product Development
  • Building AI Products
  • Data Monetization and Infonomics

Your Future Career at TheSSML

Professionals will be equipped with the strategic and technical expertise required to lead AI initiatives across industries. As AI continues to play an increasingly pivotal role in business transformation, participants will be well-positioned for career opportunities in top technology companies, consulting firms, and multinational corporations that are integrating AI into their core operations.

Furthermore, TheSSML provides comprehensive career support, including personalized coaching, exclusive networking opportunities, and access to premium job openings within its global network. Professionals will also be eligible for opportunities with the Ambaincip School of Business, where they can apply their AI expertise to lead and innovate in high-growth, business-driven environments.

Future at TheSSML

Secure Your Job at Ambaincip School of Business After Completing Generative AI Modeling with Vertex AI Studio at TheSSML

Upon successful completion of the Generative AI Modeling with Vertex AI Studio Specialization at TheSSML, you will gain exclusive access to exciting career opportunities at Ambaincip School of Business. This collaboration offers professionals a unique chance to apply their AI-driven business strategies and leadership expertise within a dynamic, growth-focused business environment. Ambaincip School of Business is committed to empowering graduates by placing them in key leadership positions where they can spearhead AI-driven transformations, craft impactful business strategies, and drive innovation. With the advanced skills and knowledge gained throughout the specialization, you will be well-equipped to take on senior roles, manage AI-centric projects, and contribute to the success and evolution of top-tier businesses.

Secure Your Job at Ambaincip School of Business

TheSSML - Your Gateway to Innovation

TheSSML: Your Gateway to Innovation

At TheSSML, we cultivate a culture of curiosity, creativity, and collaboration, empowering individuals to solve complex real-world problems and contribute meaningfully to the advancement of technology. Whether you are a student, professional, or researcher, TheSSML is your gateway to mastering the skills and insights needed to lead in the rapidly evolving world of artificial intelligence and machine learning.

Fees & Admissions

Entry Requirements

Company Experience

  • A minimum of 6 Month of experience at a company is required, particularly in roles where you have gained exposure to AI or technology-driven projects.
  • Experience in driving strategic business initiatives, AI implementations, or related fields is highly valuable.

Academic Qualifications

  • A strong honours degree or its equivalent from a recognised institution.
  • A compelling personal statement that showcases
  • A pronounced interest in business.
  • Theambition to explore beyond the confines of their initial degree discipline.
  • Anaptitude for working within a multidisciplinary environment

Tuition Fees

National Applicants: Rs 15000 /-

International Applicants: $ 175.72

We offer a range of savings and funding options. For a full breakdown of all our fees, visit our fees and funding page below.

Our Application Process at TheSSML

At TheSSML, we have simplified the application process to ensure a smooth and efficient entry into our academic community. Our clear, step-by-step application process is designed to help you prepare and submit your application with ease.

For those who might not meet the aforementioned academic criteria for the Executive Programme, consideration will be based on individual merit. Additionally, candidates who do not meet the set academic or language standards may still be eligible for entry upon successful completion of TheSSML Executive Premasters Award.

How to Apply

Top-Tier Education at TheSSML

Double Your Reach

Gain exclusive access to TheSSML's extensive alumni network, alongside global connections, enhancing your professional prospects and career opportunities.

Accredited and Recognized

TheSSML is dedicated to providing high-quality education with internationally recognized certifications, ensuring that you gain a competitive edge in the global job market.

Post-Study Career Opportunities

International students at TheSSML may benefit from career development programs and assistance in securing job placements or internships, offering valuable industry experience after graduation.

Global Partnerships

TheSSML collaborates with leading industry players, including tech giants and global corporations, to provide students with access to cutting-edge technologies, real-world learning experiences, and exciting career prospects.

Learn From the Very Best at TheSSML

At TheSSML, you will be taught by distinguished faculty members who are leaders in their fields. Our professors bring a wealth of experience from renowned global institutions and top-tier companies such as Amazon, the United Nations, IBM, Deloitte, Accenture, and Microsoft. Their extensive industry knowledge and academic expertise will provide you with the insights and practical skills needed to thrive in the dynamic world of machine learning and AI.

Enquire Now
Learn from the very best at TheSSML
Partnership

TheSSML Partners with AICTSD And MACUL

At The Standard School of Machine Learning (TheSSML), our programmes are enhanced through prestigious accreditations and partnerships with leading organizations such as MACUL (Michigan Association for Computer Users in Learning) and AICTSD (All India Council for Technical Skill Development). These collaborations ensure our courses meet global industry standards and incorporate cutting-edge advancements in artificial intelligence and machine learning. The partnership with MACUL brings a rigorous framework for curriculum quality and academic excellence, while AICTSD fosters skill development and practical exposure through workshops, certifications, and real-world projects. By aligning with these esteemed bodies, TheSSML guarantees that students receive industry-recognized training, preparing them for leadership roles in a rapidly evolving AI landscape.

TheSSML Alumni Survey

At TheSSML, we are dedicated to equipping our students with the knowledge and skills needed to launch successful careers in the AI and machine learning industries. Our alumni are well-prepared to make a meaningful impact in the professional world, with many securing positions at leading global companies.

Alumni Survey (2022)

91%

of ourgraduates secured employment within six months of graduation

84%

of students received job offers before completing their programme

72%

of our alumni hold managerial or senior positions in prominent organisations

79%

of our graduates earn a competitive salary ranging from ₹8 lakhs to ₹12 lakhs per annum