Generative AI Bootcamp (Self-paced)

Combine self-paced materials with mentor sessions for a comprehensive and flexible learning experience

Unleash the potential of No-Code Generative AI with our professional short course. Tailored for tech enthusiasts and entrepreneurs, this program equips you with the skills to navigate artificial intelligence without coding complexities. Explore real-world applications, master rapid prototyping, and strategically automate tasks across industries. Elevate your proficiency, amplify your impact, and enroll today to seamlessly integrate No-Code Generative AI into your professional toolkit.

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SELF-PACED LEARNING

Access our comprehensive ✨self-paced✨ learning materials 24/7

Learn on your own terms and schedule. Our self-paced approach allows you to delve into the world of data without the pressure of deadlines. Take control of your learning journey, progressing at a pace that suits your lifestyle.

Top data bootcamp voted by students and partners

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4.9

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4.95

 4.8/5

4.8

 5/5

5.0 LEARNING EXPERIENCE

A Seamless and Enriching Learning Experience

1

Start Learning Anytime

Engage with self-paced materials designed for learning anytime, anywhere, and at your own pace.

2

Get TA Support

Teaching Assistants (TAs) are readily available on Slack to assist you with any questions during the bootcamp.

3

Review Session

Participate in live, interactive workshops with instructors for dynamic review and reinforcement of the covered materials in each module.

4

Personalized Mentorship

Book a weekly meeting with a mentor who will guide you through your learning and career journey, providing personalized support.

CURRICULUM

Explore Our Comprehensive Curriculum

WeCloudData Bootcamps are designed to be project-based. We not only cover essential theories, but also teach how to apply tools and platforms that are in high demand today. Our program curriculum is also highly adaptive to the latest market trends.

Demystifying AI
Module 1

Demystifying AI

In this unit, we establish a robust understanding of Artificial Intelligence (AI). We begin by exploring AI basics, its historical context, and the mechanics of Machine Learning (ML). This sets the groundwork for subsequent modules. Moving forward, we delve into the practical applications of Generative AI (GenAI) across diverse industries, emphasizing its transformative effects. Following this, we focus on the mechanics and implications of Large Language Models (LLMs), covering their creation and development. The unit concludes by examining AI's broader impact, limitations, and potential in various industries, offering a comprehensive overview of its multifaceted role.

LEARNING OUTCOMES

AI Disciplines: ML, DL, GenAI, LLM

Generative AI applications and use cases (e.g., AlphaGo, autonomous vehicles, ChatGPT)

Impact of GenAI on consumers, enterprises, and prosumers

Working with LLMs: Natural Language and Instructional Prompting

Creation of LLMs: Large Foundation Models, Evolution Tree

Review of LLMs: Lifecycle, Making of ChatGPT, Fine-Tuning

Advantages and disadvantages of Generative AI

Biases in AI

Current Limitations of Large Language Models

Future of Large Language Models

KEY SKILLS

Basics of AI
Core Concepts in Machine Learning (ML)
Machine Learning Training Process
Understanding Generative AI (GenAI)
Exploring Use Cases
How to work with LLMs
Effective Use of Natural Language Prompts
Creation and Development of LLMs
Critical Analysis of Generative AI

Tools:

Teachable Machine

Neural Network

Anthropic

ChatGPT

View Full Curriculum
Prompt Design
Module 2

Prompt Design

This module emphasizes crafting effective initial prompts for proficient engagement. Explore advanced query techniques to enhance output accuracy, including image prompts for diversified interactions. The final stage centers on integrating Generative AI into professional settings, where learners delve into real-world applications, applying advanced prompting techniques for practical implementation. The ultimate aim is to equip learners with the skills to seamlessly deploy Generative AI in professional contexts.

LEARNING OUTCOMES

Introduction to GPT-3 and GPT-4

How GPT works, how GPT is trained

Knowledge cutoff

LLM Settings (model, temperature, token length, top P, penalty)

Basic Prompting Exercises

Basic Prompting Techniques (instruction, role, shot, priming)

Intermediate Prompting Techniques: CoT, Zero CoT, Generated knowledge, LtM, Long Form Content

Image Generation

How image prompting works

Image Pompting for DALL·E 2

Prompting Techniques: Style modifiers, enhancing quality, shot types, background & location, repetition and weighted terms

Enterprise Use Cases: Legal Compliance, Procurement, Marketing, Human Resources

KEY SKILLS

Prompt Engineering
Text-to-Image
ChatGPT
GenAI Use Case
Prompt Tuning

Tools:

Prompt Perfect

ChatGPT

DALL-E 2

View Full Curriculum
No-Code AI & AI Automation
Module 3

No-Code AI & AI Automation

In this module, we will explore the world of NoCode AI and its practical applications. Topics include a Machine Learning Primer, an introduction to NoCode AI Tools, and hands-on experience in building NoCode AI use cases. Additionally, we will delve into the concepts of AI and automation, emphasizing the benefits of automation. The chapter includes an insightful demonstration using Zapier and OpenAI Workflows to showcase the power of no-code tools available in the market.

LEARNING OUTCOMES

Machine Learning Primer

NoCode ML/AI Tools

Building NoCode AI Use Cases

AI Automation

Zapier Workflows

How to 10x your productivity with Zapier & ChatGPT

KEY SKILLS

Practical NoCode AI Application Building
Understanding Automation and AI Synergy
Demonstrations with Zapier and OpenAI Workflows

Tools:

Zapier

OpenAI

Gmail

Hubspot

MailChimp

Google Sheet

Google Calendar

View Full Curriculum

Mentorship

Nail your job search journey via 1-on-1 mentoring

From the beginning of your self-paced bootcamp, our experienced mentors are here to guide you every step of the way. Have questions about the materials? Need career advice to navigate your chosen field? Your dedicated mentor is ready to provide insights, support, and valuable guidance. Together, we’ll shape your learning experience and pave the way for your successful career

Tailored Acceleration and Support:

Your mentor is there to address questions promptly, ensuring a tailored and efficient learning journey

Enhanced Motivation:

Stay motivated and engaged with your studies as your mentor provides encouragement, feedback, and a supportive presence throughout your self-paced bootcamp

Industry Insights:

Gain valuable career advice, insights, and industry knowledge from your mentor, enhancing your understanding and preparing you for success in your chosen field.

Tuition and Scholarship

Scholarship

We believe in investing in the future of our industry and supporting individuals in their professional journeys. That’s why WeCloudData is proud to offer scholarships for individuals looking to pursue professional development or make a career change.

Women in Tech

The Women in Tech scholarship supports and empowers women pursuing careers in the technology industry. This scholarship aims to address gender diversity and underrepresentation in tech by providing financial assistance, mentorship, and access to our comprehensive bootcamp. We celebrate the achievements of aspiring women technologists and equip them with the skills to thrive in the tech sector.

Laid-off Support

The Laid-off Support is a special offering designed to provide financial assistance and support to individuals who have recently been laid off from their jobs. We understand the challenges and uncertainties that come with job loss, and we want to help those affected continue their professional development in the technology sector. This provides reduced pricing and access to our comprehensive range of courses, allowing laid-off individuals to acquire new skills, enhance their knowledge, and increase their chances of finding new opportunities in the competitive job market.

Fresh Grads

The Fresh Grads Scholarship is a scholarship program that offers financial assistance to outstanding individuals who have recently completed their undergraduate or postgraduate studies within 12 months and are looking to kickstart their careers in data and tech. The scholarship aims to bridge the gap between academia and industry, empowering fresh graduates to become competent data professionals through an intensive and comprehensive bootcamp.