Learn Python and Deep Learning with two free AI online course series.
Embark on an extraordinary journey into the realm of artificial intelligence (AI) and deep learning with Deep Block Academy, where Deep Block offers a comprehensive range of courses tailored to individuals seeking to excel in this dynamic field. Irrespective of your programming background, our courses cater to all skill levels, and we are proud to announce that our Introduction to Python and Introduction to Deep Learning courses are now available to everyone completely free of charge! Join us as we revolutionize AI education, breaking barriers and fostering inclusivity for all aspiring learners.
Democratizing Access to AI.
Deep Block Academy firmly believes that access to AI education should be unimpeded, enabling individuals from all walks of life to explore the boundless potential of this transformative technology. To further this initiative, we have made our introductory courses available free of charge, lowering financial obstacles that may hinder eager minds from delving into the world of AI. Our objective is clear: to empower individuals from diverse backgrounds, fostering a community where everyone can acquire the foundational skills necessary to thrive in the rapidly evolving landscape of AI.
Course 1 - Introduction to Python: A Solid Bedrock for Success.
Your enthralling journey into AI commences with our Introduction to Python course, an immersive learning experience designed to accommodate beginners unfamiliar with programming. Within this course, you will embark on a captivating exploration of the fundamental concepts and syntax of Python, laying a solid bedrock for your future success in the world of AI and deep learning.
Through engaging video lectures, expertly crafted exercises, and hands-on projects, our instructors will deftly guide you through the intricacies of variables, operations, functions, conditionals, and iterations. You will unravel the power of string manipulation and gain an understanding of Python's dynamic type system. Moreover, you will delve into the fascinating realm of lists, dictionaries, and file I/O, equipping yourself with essential skills for data manipulation and management.
Our journey through Python doesn't end there. As we delve deeper into the course, you will unravel the magic of object-oriented programming, exploring the foundations of classes and gaining the ability to design and implement your own reusable code. By the course's culmination, you will have developed a comprehensive understanding of Python modules, essential for maximizing code efficiency and organization.
Course 2 - Introduction to Deep Learning: Unleashing the Power Within.
Having solidified your Python prowess, it is time to ascend to greater heights through our Introduction to Deep Learning course. Brace yourself for an awe-inspiring exploration of modern AI technology trends, deep learning theories, and frameworks that will unleash the power of AI within you.
In this captivating course, our expert instructors will guide you through the intricacies of AI infrastructure management, ensuring you are equipped with the knowledge to set up a robust development environment tailored specifically for AI applications. You will embark on a journey through the fundamentals of Linux for AI, acquiring the skills necessary to handle file systems, execute commands, and navigate the command line with ease.
With a strong foundation in place, you will dive headfirst into the world of Python libraries optimized for AI development. Unveil the capabilities of TensorFlow, an industry-leading framework for building and training neural networks, and master the art of harnessing Keras, a powerful deep learning library, to construct and fine-tune your models.
The course delves into the captivating realm of image classification, where you will unravel the methodologies and techniques used to teach machines to accurately classify images. Harness your newfound knowledge to tackle real-world challenges by building your own image classification AI model for the Caltech101 dataset.
Furthermore, you will be introduced to the captivating field of computer vision, gaining insights into the technology behind modern computer vision systems and their practical applications. As the course draws to a close, you will delve into the basics of PyTorch, another popular deep learning framework, equipping yourself with a diverse skill set necessary to navigate the exciting landscape of AI with confidence.
Course 3 - Deep Learning Intermediate: Navigating the Frontiers of AI.
For those eager to explore the vast applications of cutting-edge deep learning technology, Deep Block Academy also offers the Deep Learning Intermediate course. This transformative learning experience focuses on the practical implementation of AI models, specifically object detection and image segmentation.
Through a series of captivating lectures, you will delve into the intricacies of object detection, learning modern technologies and methodologies to identify and locate objects within images or video streams. You will gain hands-on experience in the entire process, from data collection and preprocessing to model training, inference, and performance evaluation. By the end of this course, you will have developed the skills to implement and evaluate your own object detection AI models, equipping you with the practical expertise sought after in the industry.
In the image segmentation module, you will unlock the secrets of segmenting images into meaningful regions, enabling machines to understand and interpret visual data with unprecedented precision. Through a comprehensive workflow encompassing data collection, preprocessing, model training, optimization, and performance evaluation, you will gain the knowledge and skills necessary to implement state-of-the-art image segmentation AI models.
Course 4 - Computer Vision Expert: Forging the Future of AI Services.
For those seeking to become true visionaries in the realm of AI, Deep Block Academy presents the Computer Vision Expert course. This groundbreaking course goes beyond deep learning models, delving into the technology, infrastructure, and best practices required to develop and deploy cloud-based AI services.
Immerse yourself in the captivating lectures on network and HTML basics, acquiring a profound understanding of modern HTTP technology and its role in developing AI services. Gain insights into operating systems and multi-threading, mastering the intricate concepts essential for optimizing AI systems.
With a solid foundation in place, you will unlock the secrets of AI service front-end development, learning Javascript and modern web technologies necessary for building compelling and interactive AI-based web services. Expand your horizons as you explore the interworking of IoT devices, unlocking the potential to create intelligent, connected systems that transcend traditional boundaries.
The course takes you on an exhilarating journey through web server technology for AI-based web service development, equipping you with the expertise to design, develop, and deploy web services that seamlessly integrate AI capabilities. Engage in hands-on projects, transforming your theoretical knowledge into practical skills that will shape the future of AI services.
As the course approaches its culmination, you will tackle the final project, where you will plan, develop, and optimize an object detection AI model, and implement a cloud-based inference system. Through this immersive experience, you will bring together the knowledge and skills acquired throughout the course, creating your own AI service and crafting an impressive portfolio that demonstrates your expertise in computer vision and AI development.
Deep Block Academy stands at the forefront of AI education, revolutionizing the way we approach learning in this transformative field. With our Introduction to Python and Introduction to Deep Learning courses now freely accessible to all, we break down barriers and foster inclusivity, enabling aspiring learners to embark on their AI journey without hindrance.
Contact us today to unlock the doors to our intermediate and advanced courses, where you will unravel the intricacies of deep learning, implement cutting-edge AI models, and acquire the expertise to shape the future of AI. Together, let us chart a path toward a future where the transformative power of AI knows no bounds, and where innovation flourishes in the fertile soil of knowledge, inclusivity, and boundless possibilities. Join Deep Block Academy today and unleash the full potential of AI within you.
