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Computer Programming Resources

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North Bay Village, Florida, United States
About the store
I teach computer science in a SoFla High School. I am a Certified FL K12 Educator and FL K12 Computer Science Certified. In the past I qualified a middle school VEX team to the State of FL level of the VEX competition. I am also part of the State of Florida K12 Computer Science Standards Revisions team. Classes I teach: IT Fundamentals Advanced IT Honors AP CSP (Advanced Placements): standard College Board driven curriculum with Python, Scratch and pseudo code Programming languages: - Python - Javascript - JAVA Block- based / natural language: - Scratch - pseudo code Robotics: - VEX block code
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Artificial Intelligence

Preview of Adrian's Intro to AI | Middle School

Adrian's Intro to AI | Middle School

Welcome to Adrian's new Intro to AI and ML course for Middle School. Artificial Intelligence (AI) refers to the creation of computer systems or machines that can perform tasks that would typically require human intelligence. These tasks might include things like learning from experience, recognizing patterns, understanding language, solving problems, and even making decisions. The course is a well thought excursion into the very hot fields of Artificial Intelligence and Machine Learning with t
Preview of Image Classifiers | Supervised Machine Learning | ML | Middle High School

Image Classifiers | Supervised Machine Learning | ML | Middle High School

Using Google’s Teachable Machine, configure and train a model that makes the distinction between midsize sedans (cars like Toyota Camry, Honda Accord, Chevy Malibu, Ford Fusion) and pick-up trucks (cars like Ford F-150, Chevy Silverado, Toyota Tacoma, Honda Ridgeline) Use pictures from the web. Make screen captures with at least 5 test cases and your results and email them to your teacher or turn them in via Google Class. Give an example of a real world application where people can use such a m
Preview of Adrian's Intro to AI and ML | Famous datasets for AI and ML | U2L5

Adrian's Intro to AI and ML | Famous datasets for AI and ML | U2L5

The datasets you train your AI model on is very important for the quality and reliability of your final product. Welcome to Adrian's new Intro to AI and ML course for Middle School. This is the fifth lesson of Unit 2 and it discusses some very popular datasets used in AI & ML applications, their history and scope / functionality, organizations who created them, samples of data and real-world applications they are used in. You will find famous datasets like Kaggle, ImageNet or CIPHAR and you wil
Preview of Adrian's Intro to AI and ML | History of AI | Middle School | U1L2

Adrian's Intro to AI and ML | History of AI | Middle School | U1L2

Welcome to Adrian's new Intro to AI and ML course for Middle School. This is the second lesson of Unit 1 and it offers a history of AI and ML. Artificial Intelligence (AI) refers to the creation of computer systems or machines that can perform tasks that would typically require human intelligence. These tasks might include things like learning from experience, recognizing patterns, understanding language, solving problems, and even making decisions. The course is a well thought excursion into
Preview of Adrian's Intro to AI and ML | Real world AI applications | Middle School | U1L4

Adrian's Intro to AI and ML | Real world AI applications | Middle School | U1L4

Welcome to Adrian's new Intro to AI and ML course for Middle School. This is the fourth lesson of Unit 4 and it discusses features and functionality of real-world AI&ML applications. Artificial Intelligence (AI) refers to the creation of computer systems or machines that can perform tasks that would typically require human intelligence. These tasks might include things like learning from experience, recognizing patterns, understanding language, solving problems, and even making decisions. The c
Preview of Adrian's Intro to AI and ML | Training Data and Testing Data | U2L3

Adrian's Intro to AI and ML | Training Data and Testing Data | U2L3

Welcome to Adrian's new Intro to AI and ML course for Middle School. This is the third lesson of Unit 2 and it discusses the differences between training data and the testing data that are used in Machine Learning. Artificial Intelligence (AI) refers to the creation of computer systems or machines that can perform tasks that would typically require human intelligence. These tasks might include things like learning from experience, recognizing patterns, understanding language, solving problems,
Preview of Adrian's Intro to AI and ML | How Machines Learn | Middle School | U2L2

Adrian's Intro to AI and ML | How Machines Learn | Middle School | U2L2

Welcome to Adrian's new Intro to AI and ML course for Middle School. This is the second lesson of Unit 2 and it discusses introductory notions of Machine Learning with an example of a real-world linear regression problem. The lesson is meant to give the student an overview into ML with some relatively straight forward mathematical formulae and high level code implemented in Python. Artificial Intelligence (AI) refers to the creation of computer systems or machines that can perform tasks that
Preview of Adrian's Intro to AI and ML | Middle School | U1L1

Adrian's Intro to AI and ML | Middle School | U1L1

Welcome to Adrian's new Intro to AI and ML course for Middle School. This is the first lesson of Unit 1 and it briefly introduces the notions of AI and ML. Artificial Intelligence (AI) refers to the creation of computer systems or machines that can perform tasks that would typically require human intelligence. These tasks might include things like learning from experience, recognizing patterns, understanding language, solving problems, and even making decisions. The course is a well thought ex
Preview of Intro to AI | Artificial Intelligence | Middle School | High School

Intro to AI | Artificial Intelligence | Middle School | High School

Welcome to our new exciting AI Module for Middle School or High School! This course is designed for students who are relatively advanced in coding (or at least intermediate). The module introduces a number of current AI and ML related topics including face and sentiment recognition, text2speech, motion detection etc. The code is in Scratch with specialized extensions. There will be different extensions covering different modules. The extensions are generally powerful and designed to be age
Preview of Adrian's Intro to AI and ML | The importance of data quality in ML | U2L4

Adrian's Intro to AI and ML | The importance of data quality in ML | U2L4

Data quality is one of the most critical factors in the success of any machine learning (ML) project. High-quality data directly influences the accuracy, performance, and reliability of ML models.  Welcome to Adrian's new Intro to AI and ML course for Middle School. This is the fourth lesson of Unit 2 and it discusses the data quality in Machine Learning. Artificial Intelligence (AI) refers to the creation of computer systems or machines that can perform tasks that would typically require human
Preview of Adrian's Intro to AI and ML | What is Data | Middle School | U2L1

Adrian's Intro to AI and ML | What is Data | Middle School | U2L1

Welcome to Adrian's new Intro to AI and ML course for Middle School. This is the first lesson of Unit 2 and it discusses data: what data is, data types and characteristics, methods of data representation, and a short introduction of data in the context of AI/ML. Artificial Intelligence (AI) refers to the creation of computer systems or machines that can perform tasks that would typically require human intelligence. These tasks might include things like learning from experience, recognizing patt
Preview of Adrian's Intro to AI and ML | Intro to Machine Learning | Middle School | U1L3

Adrian's Intro to AI and ML | Intro to Machine Learning | Middle School | U1L3

Welcome to Adrian's new Intro to AI and ML course for Middle School. This is the third lesson of Unit 1 and it offers a definition and some introductory aspect into Machine Learning. Artificial Intelligence (AI) refers to the creation of computer systems or machines that can perform tasks that would typically require human intelligence. These tasks might include things like learning from experience, recognizing patterns, understanding language, solving problems, and even making decisions. The c
Preview of Bias in Data | Quiz | AI | ML| Middle School

Bias in Data | Quiz | AI | ML| Middle School

Welcome to our new exciting AI Module for Middle School or High School! This course is designed for students who are relatively advanced in coding (or at least intermediate). This is a quiz on bias in data. The quiz covers the basics of bias in data with examples. There are 10 questions, most of them being MC (Multiple Choice). The answers are provided. Get this now and leave us a TpT Store review! For other exciting K12 CS resources follow our TpT Store! License: one resource per teacher
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About the store

Experience

I teach computer science in a SoFla High School. I am a Certified FL K12 Educator and FL K12 Computer Science Certified. In the past I qualified a middle school VEX team to the State of FL level of the VEX competition. I am also part of the State of Florida K12 Computer Science Standards Revisions team. Classes I teach: IT Fundamentals Advanced IT Honors AP CSP (Advanced Placements): standard College Board driven curriculum with Python, Scratch and pseudo code Programming languages: - Python - Javascript - JAVA Block- based / natural language: - Scratch - pseudo code Robotics: - VEX block code

Teaching style

- NGSSS - emphasis on hands-on and project based learning - individual and group projects - diversified testing - tiers and scaffolding - I encourage innovation - I encourage critical thinking

Awards & shining teacher moments

Last year I qualified a middle school VEX robotics team into the State of Florida competition.

My own education history

Master Degree in Computer Engineering Master Degree in Computers Architecture

Additional biographical information

I've been teaching K12 CS and Engineering for 4 years now and I love it! In a previous life I was a corporate software engineer and I occasionally taught Higher Ed as an Adjunct. I have a structured but creative approach to teaching coding with an emphasis on project based learning and thinking outside of the box. Creativity, innovation and self confidence are always encouraged.