Generative AI & Prompt Engineering
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The Generative AI and Prompt Engineering course tailored for Malaysia has been carefully designed to guide you through the core principles of neural network models. This will help you solve complex problems.
The development of Large Language Models (LLMs) has been a game-changer for business solutions in Malaysia. This program focuses on building your deep understanding of cutting-edge LLM architectures, variants, challenges, and practical uses of Generative AI.
We cover solutions in some of today's most common domains - Healthcare, Manufacturing, Marketing, and more.
By joining this course, you'll develop expertise in:
The fundamentals of neural networks and how they enable Generative AI systems. we'll make sure you have a solid grounding.
Exciting new architectures like GPT-3 and DALL-E 2 that are shaping the future of AI. We'll go through how they work and their capabilities.
Variants of models like Codex for programming and Claude for conversational AI. You'll learn the nuances of different designs.
Challenges like bias and safety that come with rapidly advancing AI. We'll discuss mitigation strategies.
Practical application of Generative AI across industries like healthcare, manufacturing, and marketing. You'll see real-world examples and case studies.
At the end of the course, you'll have in-depth knowledge to apply Generative AI to solve problems and create value. The skills you learn will be hugely valuable as businesses in Malaysia increasingly embrace these cutting-edge technologies.
Generative AI & Prompt Engineering
Total Duration
2 Months
Prerequisites
- Computer Skills.
- Basic Programming Knowledge.
- Analytical Mindset.
Generative AI & Prompt Engineering Training Programme Overview
The term “prompt engineering” may sound complicated. But we've designed this course to be easy to use - it doesn't require advanced technical skills.
By learning prompt engineering principles, you'll realize the huge potential of Generative AI. Tools like ChatGPT (powered by Generative AI) are already used to automate tedious tasks, generate ideas, do instant research, and enhance content creation. Mastering prompt engineering opens doors to tap into these possibilities.
During the course, we'll use hands-on examples so you can get comfortable applying prompts to real-world problems. We'll make sure you finish with a solid grasp of core concepts.
What is Generative AI and Prompt Engineering?
Generative AI systems create outputs based on the quality of prompts fed into them. Models packed with prompt engineering perform efficiently - answering questions from simple to complex.
The prompts are key - they largely determine the success of these models. Prompt engineering paired with Generative AI is becoming more beneficial in Malaysia, providing companies with more efficient tools.
This course handbook serves as a complete guide to mastering these techniques. You'll gain competitive advantage and a foundational understanding of Generative AI's capabilities for producing novel data algorithmically.
We'll cover the fundamentals of how prompts work and how to engineer effective ones. With hands-on examples, you'll learn how to direct Generative AI models to best solve business problems.
By the end, you'll be well-versed in extracting maximum value from this cutting-edge technology.
Generative AI & Prompt Engineering Training Learning Outcomes
Determine which issues can be solved with artificial intelligence approaches. Utilise a few fundamental AI techniques and assess if more sophisticated ones are applicable. Take part in the creation of intelligent systems that absorb knowledge from their experiences. The main goals of Generative AI include the creation of fresh, unique material, designs, chat answers, synthetic data, and even deepfakes. It is especially useful for addressing new problems and in creative domains since it can produce a wide variety of new outputs on its own. Content may be tailored to each user's preferences thanks to Generative artificial intelligence. AI algorithms are able to create personalised learning materials that are tailored to your individual learning style through the analysis of learning patterns and preferences. This enables improved comprehension and engagement.
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Who Should Sign Up?
- Data Scientists
- Data and Analytics Manager
- Business Analysts
- Data Engineers
- DevOps Engineers
- IT/Software Engineers
- Machine Learning Architects
- Model Risk Managers/Auditors
Methodology
- Lecture with a blend of theoretical & practical exposure
- Discussions & final exam to attain the certificate
- Quizzes and group activities
- Internship opportunity for eligible candidates
Generative AI & Prompt Engineering Certification Modules
Since the tech sector has embraced Generative AI and AI systems, the term "prompt engineer" has lately surfaced. But while AI prompt engineering is still in its infancy, there isn't yet a particular accreditation for it. Certifications are issued by associations for professionals in the field or by educational establishments; however, real-world experience with Generative AI applications and machine learning models is sometimes more valuable than certifications for those who are interested.
- Introduction to Vector Databases and Their Role in AI
- Deep Dive into RDBMS (SQL), NoSQL, and Vector Databases. Understand the Pros and Cons of these solutions.
- Understanding the vector databases' role in the field of product development with Generative AI.
- Improving the responsiveness and contextual understanding of AI-driven chatbots and virtual assistants with Vector Embeddings.
- Using vector databases in image and video generation.
- Introduction to Prompt Engineering and Foundations of Prompting.
- Practical exercises and demonstrations on creating prompts for various tasks such as information retrieval, creative writing, and more, using ChatGPT.
- Explore different types of Prompts, Prompting Strategies, and Principles of effective prompt designing.
- Zero-shot and One-shot Prompting: Techniques for creating prompts that guide the AI in performing tasks without prior examples or with a single example.
- Information Retrieval and Creative Writing: Strategies for extracting information effectively and for generating imaginative content.
- Advanced Prompt Structuring: Exploring context expansion, content summarization, and template filling to achieve specific outcomes.
- Prompt Reframing and Combination: Methods for altering and combining prompts to refine AI responses.
- Interactive Storytelling and Language Translation: Crafting prompts for dynamic storytelling, role-playing, and accurate language translation with contextual nuance.
- Sequential Prompting and Self-Consistency: Developing sequences of prompts for complex tasks and ensuring consistent AI responses.
- Analogical and Meta-Ask Prompting: Using analogies and meta-questions to enhance understanding and consistency.
- ReAct and OPRO: Techniques for reactive, context-aware responses, and optimization prompting for performance improvement.
- Chain-of-Thought and Iterative Prompting: Encouraging the AI to "think aloud" and refining prompts through iteration for clarity and depth.
- Best practices for maintaining user privacy and security measures to prevent misuse of AI technology.
- Exploring Prompting Tools: Introduction to libraries, models, and frameworks available for prompt engineering, including practical applications and case studies.
- Deriving insights by performing sentiment analysis with Text Mining and NLP
- Learn the Transformer architectures implemented for machine translation and automated summarization.
- Learn about the groundbreaking uses of BERT and GPT in automated content creation.
- Implementing Chatbots to enhance interaction quality and operational efficiency for effective customer engagement across industries.
- Learn how LLMs like GPT and BERT are revolutionizing with improved accuracy of information retrieval across digital libraries.
- Learn to build specialized models in healthcare, and the financial sector as part of Domain-Specific LLMs.
- Discover the role of LLMs in developing sophisticated AI chatbots.
- Understand the models that are applied in real-time translation services.
- Dive into the use of generative models for original written content generation.
- Exploring the World of AI-generated imagery with Dall-E 3 and Imagen.
- Learn the creation of realistic video sequences from textual inputs, significantly reducing production time and costs.
- Leveraging tools like ViT and SDXL Turbo in Automated Image Analysis.
- Explore the use of advanced AI models like BLIP-2 and Flamingo in enhancing user experience.
- Discover how models are used in e-commerce platforms for image-based product search and recommendation systems.
- Learn about the GenAI models for AI-driven object detection in real-time decision-making.
- Explore the capabilities of Generative AI tools like Soundful and Lyria in transforming music production.
- Enhancing Multimedia Experiences with the Video-Audio-Text Transformer (VATT).
- Improving audio quality and enabling innovative sound manipulation techniques with models like Distil-Whisper and SALMONN.
- enhancing user engagement through tailored listening experiences.
- Enhancing user engagement through tailored listening experiences by automating Music Curation and Personalization with GenAI.
- Introduction to learning platforms that respond to both text and image inputs.
- Explore advanced models like LLaVA and GPT-4V for integrating visual and textual information.
- Transforming digital marketing, storytelling, and educational content generation with models like Fuyu and Fuyu-8B that combine text, image, and video.
- Learn about the importance of diverse datasets like PMD, COCO, and Flickr30K in training AI.
- Examine how benchmarks like VQAv2 and TextVQA are used to evaluate the effectiveness of multimodal AI models in generating human-like responses.
- Visual search and image-based analysis with innovative models BriVL and Qwen-VL.
- Creating enriched multimedia experiences in virtual reality, video editing, and automated captioning with SALMONN.
- Develop Generative AI models with AWS services: Amazon Bedrock and SageMaker.
- Generating code snippets and entire functions with Amazon CodeWhisperer.
- Using high-performance computing services AWS Trainium and Inferentia to Optimize the training and deployment of AI models.
- Innovating with Generative AI on the Cloud.
- Discover the broad spectrum of Generative AI applications on Cloud platforms.
Tools Covered
Trends in Generative AI & Prompt Engineering
Businesses in Malaysia are rapidly adopting Generative AI and prompt engineering - a huge leap forward with exciting potential.
But issues like slow response times, hallucinations, and misinformation underline the need for careful implementation. Recent incidents with chatbots spreading falsehoods or AI like Google's Bard misstating facts demonstrate these risks.
As you implement Generative AI, we'll cover strategies to:
- Avoid delays in app responses
- Mitigate hallucinations where the AI generates false information
- Block misinformation and ensure chatbots convey accurate information
- Enhance consumer experience with Generative AI
- Strengthen your bottom line with responsible AI applications
During the course, we'll examine use cases to:
- Create content and ideas with prompts
- Streamline business processes with APIs
- Re-evaluate workflows to optimize AI integration
- Apply Generative AI innovations to healthcare
- Improve AI training data
- Advance scenario planning capabilities
- Increase reliability of autonomous vehicles
- Develop customized generative programs
- Design domain-specific applications
With the right approach, Generative AI can drive immense value for Malaysian enterprises. We'll equip you with the knowledge to implement it impactfully and responsibly.
How we prepare you
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Additional Assignments of over 60+ hours
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Live Free Webinars
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Resume and LinkedIn Review Sessions
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Lifetime LMS Access
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24/7 Support
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Job Placements in Generative AI Fields
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Complimentary Courses
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Unlimited Mock Interview and Quiz Session
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Hands-on Experience in Live Projects
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Offline Hiring Events
Call us Today!
+60 19-383 1378Generative AI & Prompt Engineering Training Panel of Coaches
Bharani Kumar Depuru
- Areas of expertise: Data analytics, Digital Transformation, Industrial Revolution 4.0
- Over 18+ years of professional experience
- Trained over 2,500 professionals from eight countries
- Corporate clients include Deloitte, Hewlett Packard Enterprise, Amazon, Tech Mahindra, Cummins, Accenture, IBM
- Professional certifications - PMP, PMI-ACP, PMI-RMP from Project Management Institute, Lean Six Sigma Master Black Belt, Tableau Certified Associate, Certified Scrum Practitioner, (DSDM Atern)
- Alumnus of Indian Institute of Technology, Hyderabad and Indian School of Business
Sharat Chandra Kumar
- Areas of expertise: Data sciences, Machine learning, Business intelligence and Data
- Trained over 1,500 professional across 12 countries
- Worked as a Data scientist for 18+ years across several industry domains
- Professional certifications: Lean Six Sigma Green and Black Belt, Information Technology Infrastructure Library
- Experienced in Big Data Hadoop, Spark, NoSQL, NewSQL, MongoDB, Python, Tableau, Cognos
- Corporate clients include DuPont, All-Scripts, Girnarsoft (College-, Car-) and many more
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Bhargavi Kandukuri
- Areas of expertise: Business analytics, Quality management, Data
visualisation with Tableau, COBOL, CICS, DB2 and JCL - Electronics and communications engineer with over 19+ years of industry experience
- Senior Tableau developer, with experience in analytics solutions development in domains such as retail, clinical and manufacturing
- Trained over 750+ professionals across the globe in three years
- Worked with Infosys Technologies, iGate, Patni Global Solutions as technology analyst
Certificate
Earn a certificate and demonstrate your commitment to the profession. Use it to distinguish yourself in the job market, get recognised at the workplace and boost your confidence. The Generative AI & Prompt Engineering Certificate is your passport to an accelerated career path.
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FAQs for Generative AI & Prompt Engineering Course
360DigiTMG is a respected institution in Malaysia providing cutting-edge learning in Generative AI. Discover an engaging curriculum in Malaysia's thriving cultural setting.
This institution is known as a leader in Generative AI education. Reach new heights of learning in an enchanting environment.
Join a transformative learning journey and obtain world-class training paired with cultural immersion.
Yes, master Generative AI on Malaysia's magical landscape with 360DigiTMG's inclusive atmosphere ideal for dynamic learning.
Sign up for the generative AI program and learn skills while immersed in an enchanting culture. Enjoy top-notch education in a vibrant setting.
Indulge in Generative AI learning amidst picturesque surroundings and a lively cultural backdrop.
Become part of the leading edge of Generative AI education at 360DigiTMG in Malaysia, where creativity thrives against Malaysia's colorful backdrops.
Immerse yourself on an educational voyage while exploring beautiful landscapes and blending study with culture.
Take your career higher with this innovative Generative AI program. Join a culture of learning and innovation.
Lead with Generative AI knowledge and a world-class curriculum supplemented by academic experiences.
Join where innovative teaching fuses with cultural charm for a transformative Generative AI journey.
Make a name in Generative AI with this standout course set against vibrant and burgeoning backdrops.
Yes, take this course to transform your profession. Discover immense possibilities in leading AI education.
Enjoy peak innovative experiences with this Generative AI program. Join a community of learners and explorers.
Grow your Generative AI skills here. Lead a holistic learning journey connecting technology and culture.
A commitment to world-class Generative AI experiences situated amidst cultural diversity.
Yes, this culturally-rich Generative AI program delivers advanced and enriching curriculum.
Boundaries are broken to connect students with professional bodies. Student networking thrives in this unique setting.
This fuses technology and culture into a distinctively vibrant Generative AI learning platform for all students.
Yes, this program focuses on current requirements utilizing strategic tools. Students gain adequacy with the latest knowledge.
Jobs in the field of Generative AI
There are a variety of roles and expertise levels you can pursue in the field of generative AI. These include jobs in theoretical research, where you work to advance scientific understanding of how models function. Machine learning development is another area, where you design and build new generative models. Data analysis is key, with you working with data to train and refine models. Predictive modeling applies models to make useful forecasts. Software engineering involves coding AI-powered applications and products. There are also opportunities in studying ethical implications and societal impacts. And business roles utilize generative AI to create value across industries.
The field draws from computer science, math, statistics, and engineering. With an interdisciplinary background, you can find success in various focus areas. These technologies have wide applications across healthcare, finance, gaming, and more. As generative AI advances, more new job types and specialties will emerge. The possibilities are immense to transform workflows and unlock new capabilities across diverse sectors. There will be strong demand for skilled talent with expertise in this dynamic field. The jobs landscape will evolve along with technological progress. I'm excited to equip you with the knowledge to thrive in generative AI!
Salaries for Generative AI Professionals
The salary for Generative AI professionals in Malaysia can be sporadic depending on the following in need of experience, location, abilities, and the industry.
As a beginner, you are likely to receive an entry-level salary amounting to $60,000-$150,000 a year. Even for those with a little more exposure, the wage cut for middle-level professionals is between $100k to $200k a year.
Even with the considerations of this uniqueness, salaries could go as high as $150,000 to $250,000 and beyond; the sky is the limit if you’re highly specialized or a leader in a technology hub. However, these figures are approximates, and emoluments are affected by things such as workplace location, skills demand, firm equity, and, lastly, individual skills.
Therefore, whether you are new to your career or are a veteran, the remuneration you can receive in the field of Generative AI may differ from time to time but it always reflects how experienced you are or what is the specific need in the field of AI.
Generative AI Projects in India
In Malaysia, we've been witnessing an exciting rise in Generative AI projects! Companies, research institutions, and the government are all coming together to make these projects happen. Big names in the IT world like Infosys and Wipro are getting in on the action, exploring AI solutions that use Generative models with applications spanning various industries.
You'll find companies like Sigmoid putting their focus on creating AI products specifically for areas like marketing, finance, and healthcare. The impact of AI in healthcare is particularly impressive, with applications like early disease diagnosis gaining attention, such as the work done by Niramai.
Here in Malaysia, our AI landscape is evolving rapidly, thanks to a multitude of AI projects making waves in different sectors. Startups and research institutes are playing a key role in driving this development, showcasing the diverse and impactful implications of AI across the country.
Role of Open Source Tools in Generative AI
In the world of Generative AI here in Malaysia, open source tools play a crucial role! These tools are super important for both developing and spreading Generative AI research. Imagine them as the superheroes that make resources accessible to everyone, encourage teamwork, and speed up the innovation process. With these tools, even people like you and me can expertly use complex AI methods.
When we all come together in open source projects, we create a collaborative environment. This teamwork allows us to experiment in different ways and quickly push the boundaries of Generative AI. So, in a nutshell, open source tools are like our trusty sidekicks, helping us explore and advance the exciting world of Generative AI right here in Malaysia!
Modes of Training for Generative AI Course
If you're keen on exploring Generative AI courses in Malaysia, you've got some fantastic options! These courses are designed to be a mix of theory and hands-on practice, ensuring you don't just grasp the concepts but also apply them in real-world scenarios. Picture this: you'll be learning directly from experts in the field, gaining insights from allied industries. It's like having mentors walk you through the thrilling realm of Generative AI. Plus, there are exciting opportunities like AI hackathons and seminars, providing a chance to roll up your sleeves and dive into practical experiences.
But the excitement doesn't stop there! Elevate your skills by taking part in AI competitions and hacking events. It's not just about winning; these events are treasure troves of practical insights that can turbocharge your understanding of Generative AI. So, when it comes to Generative AI courses, it's not merely about textbooks and lectures – it's about immersing yourself in the hands-on, exciting world of possibilities and making the most of every opportunity!.
Industry Application of Generative AI
Generative AI is like the superhero of innovation in Malaysia, bringing a burst of creativity to different industries! Imagine this: it's not just predicting future trends; it's adding that spark of originality to all sorts of projects. When it comes to autonomous vehicles, we use Generative AI for testing without the need for physical prototypes – it's like stepping into a futuristic virtual testing world!
And there's more to the magic! In the creative space, Generative AI is a true game-changer. It's the wizard behind scriptwriting, music composition, art creation, and even the cool special effects in movies and games. Here's the best part – it tailors suggestions just for you, based on your preferences, making every experience uniquely yours. Malaysia is riding the wave of this innovative technology, paving the way for new frontiers in innovation and creativity!
Companies That Trust Us
360DigiTMG offers customised corporate training programmes that suit the industry-specific needs of each company. Engage with us to design continuous learning programmes and skill development roadmaps for your employees. Together, let’s create a future-ready workforce that will enhance the competitiveness of your business.
Student Voices
Sana Ahsan
3 years agoI still remember going through websites for the Data Scientist course and reading reviews. That's when I finally found 360DigiTMG. Today, I will consider 360DigiTMG as the best one because it has offered me way more than any other training institute can do: Incredible curriculum, instructors, mentorship, and most job search skills and interviews best practices. One of the best decisions I made, I strongly recommend the Data Science program at 360DigiTMG to anyone looking for a Data Scientist/Analyst role. I am happy to announce that presently I am deputed as a Specialist Data Scientist at one of the top MNC.
Suriyaa Kumar
3 years agoI attended the Certification in Data Science program by 360DigiTMG. The course was amazing. I had a great learning & networking experience. Also, trainers are highly experienced and knowledgeable in the field of Data Science. I will recommend this course to anyone who wants to become a Data Scientist.
Asyraaf Afandi
3 years agoI joined the Data Science Certification Program which is a great place to learn if you want to start your career in the Data Science industry. The trainers are very knowledgeable and will try to explain the topics until you truly understand it. I would definitely recommend others to join it.
Iqmal Harris
3 years agoThe courses are taught by seasoned industry experts who know how to train absolute beginners and established professionals alike. Glad to have trained under 360DigiTMG.
Zarif Iqram
2 years agoI worked on a Survival Analysis project, which gave me good exposure and boosted my skill set in Business Intelligence with Power BI. Good to have it more and be involved in the real-time projects.
