GANs & Generative Models

A webinar focused on why data literacy for AI is essential for fostering innovation and achieving organizational growth. It covers AI's impact across industries, understanding AI, data & AI literacy, and building an AI-ready workforce.

A two-part series that guides public sector professionals through building responsible AI initiatives, focusing on managing risks and developing AI skills to transform government operations.

A comprehensive introduction to AI for civic actors, focusing on its applications in governance, public safety, and social services, designed for civic leaders, non-profit staff, and public sector professionals.

A deep learning course that offers a comprehensive introduction to Autoencoders, Variational Autoencoders (VAEs), and Generative Adversarial Networks (GANs).

The rise of Generative AI has transformed the field of artificial intelligence, with Large Language Models (LL Ms) leading the way in applications such as chatbots, text generation, and automated summarization. "Generative AI & LL Ms: Foundations to Hands-on Development" is a hands-on, comprehensive course designed to equip learners with in-depth knowledge of LL Ms, prompt engineering, and model fine-tuning. Through theoretical insights and practical labs, participants will gain expertise in developing AI-powered applications using Python and Hugging Face.This course covers essential concepts, including the evolution of LL Ms, attention mechanisms, ethical considerations, and best practices. It also delves into prompt engineering techniques and fine-tuning methodologies to customize models for specific tasks. With real-world projects and hands-on labs, learners will apply their knowledge by building AI chatbots, text summarizers, and fine-tuned models.Whether you're a student, developer, researcher, or business professional, this course offers invaluable insights and actionable knowledge that will empower you to harness the transformative potential of LL Ms. By the end of this course, you will be well-equipped to develop, optimize, and fine-tune Generative AI applications, making them valuable contributors in the AI-driven world.Take the first step toward becoming a proficient AI practitioner and join the forefront of innovation in Language AI!

Course Description:Discover the fascinating world of Conversational AI with ChatGPT. This course is specifically designed for complete beginners who want to unlock the power of ChatGPT and create captivating conversations.Join us as we demystify the art of using ChatGPT effectively and teach you the secrets of writing compelling prompts. Learn the renowned 5R's of Prompt Engineering technique to craft queries that yield incredible results.In addition, we'll show you how to leverage ChatGPT to excel in job interviews. Imagine having a virtual assistant to help you prepare and rehearse for those critical moments of impressing potential employers.Understand the capabilities and limitations of ChatGPT, and gain the knowledge to navigate its boundaries. We'll guide you through setting up and using ChatGPT seamlessly on your Windows PC, Mac, i Phone, or Android device.Explore various use cases for ChatGPT, igniting your imagination and expanding your understanding of its potential. Plus, discover other exciting Generative AI tools that complement your learning journey.No prior experience is required. This course is tailored for individuals who are eager to learn and have fun experimenting with Conversational AI. All you need is a curious mind, a decent internet connection, and the willingness to embark on this transformative journey.Enroll in today and become a master of Conversational AI!

Ace the NVIDIA-Certified Associate Generative AI LL Ms (NCA-GENL) Exam: Your Comprehensive Preparation Guide Are you ready to dive into the exciting world of Generative AI and Large Language Models (LL Ms)? Do you aspire to become a certified expert in this rapidly evolving field? Look no further! Our meticulously designed practice test course is your ultimate companion for conquering the NVIDIA-Certified Associate Generative AI LL Ms (NCA-GENL) exam.What is the NCA-GENL Certification?The NCA-GENL certification is a prestigious credential offered by NVIDIA, a global leader in AI and accelerated computing. It validates your foundational knowledge and skills in developing, deploying, and maintaining AI-driven applications that leverage the power of generative AI and LL Ms. Achieving this certification demonstrates your expertise and commitment to staying at the forefront of AI innovation.Why Choose Our Practice Test Course?Realistic Exam Simulations: We understand that practice makes perfect. Our course features multiple practice exams that mirror the format, difficulty level, and time constraints of the actual NCA-GENL exam. By immersing yourself in these realistic simulations, you'll gain the confidence and familiarity needed to excel on test day.Comprehensive Coverage: We leave no stone unturned in our quest to prepare you for success. Our practice tests cover all the essential topics outlined in the NCA-GENL exam blueprint, including:Fundamentals of Generative AI and LL Ms: Deep dive into the core concepts, architectures, and applications of generative AI and LL Ms.Transformer Models and Architectures: Gain a thorough understanding of transformer models, the backbone of many state-of-the-art LLM architectures.Prompt Engineering: Learn the art of crafting effective prompts to el

Selamat datang di program pelatihan data science dan machine learning dengan Python!Pelatihan ini diperuntukan untuk rekan - rekan ingin belajar data science dan machine learning dari sudut terapan dengan memanfaatkan Python.Bagi rekan - rekan yang belum menguasai pemrograman Python, pelatihan juga memberikan konten pemrograman dasar untuk  Python sehingga rekan - rekan dapat mengikuti pelatihan ini dengan baik. Bagi yang sudah bisa pemrograman Python, rekan - rekan dapat melanjutkan di topik berikutnya.Seluruh konten didalam pelatihan ini dilaksanan secara step - by - step (langkah demi langkah) dan berurutan sehingga ini diharapkan semua peserta dapat dengan mudah mengikuti semua praktikum yang diberikan didalam pelatihan ini. Diharapkan semua peserta dapat mengikuti konten pelatihan ini secara berurutan ;).Berikut ini konten yang akan diberikan pada pelatihan ini.Persiapan pelatihan Pemrograman Python Python Virtual Environment Pengolahan dan Analisa Data - Numpy dan Pandas Topik Khusus - Numpy dan Pandas - Database Visualisasi Data dengan memanfaatkan library Matplotlib, Seaborn dan Bokeh Topik Khusus Visualisasi Data Time Series Dataset, Pra-Proses dan Pengurangan Dimensi Feature (Dimensionality Reduction)Permasalahan dan Penyelesaian Kasus Linear Regression Permasalahan dan Penyelesaian Kasus Klasifikasi (Classification)Permasalahan dan Penyelesaian Kasus Kekelompokkan (Clustering)Hyperparameter Tuning Untuk Model Machine Learning Ensemble Methods Reinforcement Learning Automated Machine Learning (AutoML)Kumpulan Studi Kasus Jika ada hal - hal yang ingin ditanyakan mengenai topik diatas, rekan - rekan dapat langsung ditulisnya di ruang diskusi pada web ini sehingga rekan-rekan lainnya dapat mengetahui dan

Selamat datang di program Pelatihan Data Science dan Machine Learning Dengan R!Pelatihan ini diperuntukan untuk rekan - rekan ingin belajar data science dan machine learning dari sudut terapan dengan memanfaatkan R.Bagi rekan - rekan yang belum menguasai pemrograman R, pelatihan juga memberikan konten pemrograman dasar untuk  Rsehingga rekan - rekan dapat mengikuti pelatihan ini dengan baik. Bagi yang sudah bisa pemrograman R, rekan - rekan dapat melanjutkan di topik berikutnya.Seluruh konten didalam pelatihan ini dilaksanakan secara step - by - step (langkah demi langkah) dan berurutan sehingga ini diharapkan semua peserta dapat dengan mudah mengikuti semua praktikum yang diberikan didalam pelatihan ini. Diharapkan semua peserta dapat mengikuti konten pelatihan ini secara berurutan ;).Berikut ini konten yang akan diberikan pada pelatihan ini.Persiapan pelatihan Pemrograman RPengenalan tool dan editor seperti RStudio, Jupyter Notebook / Jupyter Lab, Jupyter / Notebook Dengan Anaconda, dan Google Colab Visualisasi Data Visualisasi Data dengan ggplot2Dataset, Pra-Proses dan Pengurangan Dimensi Feature Manipulasi dan Analisa data Eksplorasi data science dan machine learning Permasalahan dan Penyelesaian Kasus Linear Regression Permasalahan dan Penyelesaian Kasus Klasifikasi (Classification)Permasalahan dan Penyelesaian Kasus Kekelompokkan (Clustering)Ensemble Methods Hyperparameter Tuning Untuk Model Machine Learning Kumpulan Studi Kasus Jika ada hal - hal yang ingin ditanyakan mengenai topik diatas, rekan - rekan dapat langsung ditulisnya di ruang diskusi pada web ini sehingga rekan-rekan lainnya dapat mengetahui dan ikut terlibat diskusinya.