What You’ll Learn: Python Programming: Begin your journey by setting up Anaconda and Jupyter Notebook, ensuring you have all the required libraries installed. Dive into fundamental concepts such as Numpy Arrays and Pandas for data manipulation. Explore Matplotlib to draw graphs and histograms, making data visualization intuitive and engaging. Each concept is reinforced with interactive learning experiences through dedicated Activity Time sections.
Artificial Intelligence (AI): Step into the world of AI by creating exciting projects like a Virtual Doctor, a Text-to-Speech system, and a Translator Bot. Build real-world applications like Face Detection using OpenCV and Raspberry Pi. Discover how AI applies to science with a deep dive into Combustion and Flame. Work on innovative projects such as a Face Recognition Bot using the Husky Lens and learn to automate WhatsApp messages with Python. Enhance security with an AI-powered security camera and gain insights into Convolutional Neural Networks (CNNs), applying them to Image Classification and Object Classification.
Robotics: Engage with cutting-edge robotics by building intelligent bots. Create a Path Tracker Bot to navigate environments efficiently. Develop a Boundary Guard Bot for automated perimeter monitoring and a Collision-Free Bot capable of avoiding obstacles autonomously. These projects will introduce you to core robotics principles and help you understand the real-world applications of automated systems.
Learning by Doing: This book emphasizes experiential learning. Each chapter offers hands-on projects and coding challenges to help you apply the concepts and solve real-world problems. By the end of this journey, you’ll have a solid foundation in Python, AI, and Robotics, as well as the confidence to innovate and create your own solutions.
Empowering the Innovators of Tomorrow: We aim to equip you with the knowledge and skills needed to thrive in a technology-driven world. By the end of this book, you’ll have a portfolio of exciting projects and the ability to tackle new challenges, making your mark on the future of technology.
Let’s get started on this thrilling adventure into STEM! Happy Learning!
Course Instructor
CentradoAuthor
Python
Introduction and installation of anaconda and jupyter with all the required librares
Lesson 1 of 6 within section Python.You must enroll in this course to access course content.
Numpy Arrays
Lesson 2 of 6 within section Python.You must enroll in this course to access course content.
Pandas
Lesson 3 of 6 within section Python.You must enroll in this course to access course content.
Matplotlib- library Draw graphs
Lesson 4 of 6 within section Python.You must enroll in this course to access course content.
Draw histograms using matplotlib
Lesson 5 of 6 within section Python.You must enroll in this course to access course content.
Assessment
Lesson 6 of 6 within section Python.You must enroll in this course to access course content.
Has Quiz
AI
Virtual Doctor
Lesson 1 of 12 within section AI.You must enroll in this course to access course content.
Text to Speech
Lesson 2 of 12 within section AI.You must enroll in this course to access course content.
Translator bot
Lesson 3 of 12 within section AI.You must enroll in this course to access course content.
Face Detection Using OpenCV and Python (Raspberry Pi)
Lesson 4 of 12 within section AI.You must enroll in this course to access course content.
Combustion and flame
Lesson 5 of 12 within section AI.You must enroll in this course to access course content.
Activity Time (Face recognition Bot- Husky Lens
Lesson 6 of 12 within section AI.You must enroll in this course to access course content.
Automated WhatsApp Messages Using Python.
Lesson 7 of 12 within section AI.You must enroll in this course to access course content.
Security cam
Lesson 8 of 12 within section AI.You must enroll in this course to access course content.
Introduction to CNN
Lesson 9 of 12 within section AI.You must enroll in this course to access course content.
Image classification
Lesson 10 of 12 within section AI.You must enroll in this course to access course content.
Object classification
Lesson 11 of 12 within section AI.You must enroll in this course to access course content.
Assessment
Lesson 12 of 12 within section AI.You must enroll in this course to access course content.
Has Quiz
Robotics
Path Tracker Bot
Lesson 1 of 4 within section Robotics.You must enroll in this course to access course content.
Boundary Guard Bot
Lesson 2 of 4 within section Robotics.You must enroll in this course to access course content.
Collision-Free Bot
Lesson 3 of 4 within section Robotics.You must enroll in this course to access course content.
Assessment
Lesson 4 of 4 within section Robotics.You must enroll in this course to access course content.
