Teaching artificial intelligence in Python.
CodeBot
What is artificial intelligence anyway? How does a computer learn? All your questions are answered here. This path is the beginning of your exciting journey into the world of artificial intelligence. On this path, you'll create interesting and smart programs and games!
About the Learning Path CodeBot
What is artificial intelligence? How does a computer learn? The answers to all your questions are here. This path is the beginning of your exciting journey into the world of artificial intelligence. On this journey, you will create amazing and intelligent programs and games!
What concepts are taught in this path?
In this educational path, in addition to learning the fundamental concepts of artificial intelligence, you will also strengthen your programming skills so you can create intelligent programs. In this course, you will learn about data, probability, regression, classification, clustering, neural networks, and generative models, and you will complete various projects.
Suitable age range for students in this path
Number of exercises and projects by students
Do you need a consultation for level assessment or choosing a path?
از اولین خط کد تا تسلط
In the main courses, you’ll learn the core topics of the path. Taking side courses is not necessary, but each side course has a cool project that makes learning more fun!
بدون پیش نیاز
مسیرهای یادگیری رو جوری طراحی کردیم که نیاز به هیچ پیشنیازی نباشه
شامل 6 پروژه کاربردی
Problem-based projects and exercise-solving classes for better understanding and learning of concepts
Valid certificate
اعطای گواهی پایان دوره معتبر از Quera (جامعه برنامهنویسان ایران)
Roadmap
شامل 6 دوره اصلی و 0 Side course
In the main courses, you’ll learn the core topics of the path. Taking side courses is not necessary, but each side course has a cool project that makes learning more fun!
Introduction to Artificial Intelligence
What is artificial intelligence?
Algorithm and artificial intelligence
Solving classic artificial intelligence problems
Teaching artificial intelligence
BlockPy programming: Input, output, and variables
BlockPy programming: Arithmetic operations and conditions
Data and visualization
Data and probabilistic reasoning
Regression, Classification, and Clustering
Data Preprocessing
Linear Regression
Supervised and Unsupervised Learning
Classification Algorithms
BlockPy Programming: Conditional and Count Loops
BlockPy Programming: Lists and Dictionaries
Clustering Algorithms
Working with Artificial Intelligence Libraries
Block-based Programming: Function
Working with the NumPy Library
Working with the Pandas Library
Working with the Matplotlib Library
Working with the Scikit-learn Library
Model Evaluation and Selection
Neural Networks and Machine Vision
MLP Neural Networks
Classification with Neural Networks
CNN Neural Networks
Image Classification
Implementation of Neural Networks
Computer Vision
Text Processing
Natural Language Processing
RNN Neural Networks
Sentiment Analysis
Text Translation
Large Language Models (LLM)
Generative Artificial Intelligence
Generative Models
Generative Adversarial Networks
Image Generation from Text
Text Generation from Image
Image-to-Image Translation
Maybe your question too
Here are some frequently asked questions from Juniora users, so if you have the same question, you can see our response
How can I understand what path and level I should register for?
Our educational experts hold a free consultation session for you so that you can choose the right path and assess your level.
If I register today, when will the classes take place?
After finalizing your registration, you will be contacted, and your class will start a few days after registration and level determination, according to your coordination. Of course, if necessary, you can start your class later.
How are the online courses held?
The online class is held with the presence of a teacher, and the educational content and exercises are also available to the students on the platform.
Why do people who do not intend to pursue studies in computer science also need to complete these courses?
They learn computational thinking skills that are useful and applicable in all their daily activities and professions.
Is computer and programming education useful for elementary school students?
The main objective of Juniora's courses is to teach computational thinking skills, and it is noted in reputable scientific sources that the effectiveness of this skill is even greater in younger age groups.
I don't know English, can I still program?
There is no need for English language skills to start learning programming.
Didn't find your answer?
If you didn't find your answer, you can schedule a consultation and get help from Juniora's experienced advisors
Learning programming
goes through these paths
Path CodeUp
Programming in Python
With Python, you enter the world of programming, create applications, and pursue game development, web design, artificial intelligence, robotics programming, and more more seriously in the future!
Suitable for learners aged 12 to 17
6 levelsfrom beginner to advanced
90 exercises, activities, and projects
Path BlockUp
Block-based programming (Scratch)
With block programming, or Scratch, you can write programs, create attractive drawings, and make animations and games using instruction blocks!
Path CodeBot
Teaching Artificial Intelligence in Python
What is artificial intelligence anyway? How does a computer learn? All your questions are answered here. This path is the beginning of your exciting journey into the world of artificial intelligence. On this path, you'll create interesting and smart programs and games!
Need help choosing the right path?
Take full advantage of Juniora’s free support team consultation and choose the path that’s right for you using their guidance.
Juniora's courses are really great, especially the group competitions, the awesome and thrilling escape room events, and the detective games which were all team-based; I truly enjoyed them. The fact that we have to progress with our group and not go through the steps alone gives a really good feeling. Overall, Juniora's courses have been really good, and I enjoy the classes. I hope that by continuing on this path, I will be one of the best programmers in the world in a few years.
The creativity, dynamism, and idea generation of the Juniora team are exemplary and commendable. High-quality educational content, creative programs, a professional organizing team, and appropriate follow-ups and educational support are all features that contribute to the creation of high-standard courses.
The educational and technical team based at Juniora has a good understanding of school education and also possesses a strong command of computational thinking and creating suitable environments for teaching. Using Juniora's educational products creates valuable educational opportunities and possibilities in the field of computer skills for students.
The escape room was really challenging and exciting; I loved it a lot. At the same time, the questions were very hard yet also easy. When we solved one problem, we eagerly moved on to the next one to save our own leader. The exercises were great too, and we always had to guide Golrokh and Bijan.
The content of the Juniora training course was excellent in every way for me. Our classes were held in Skyroom, and the materials were provided on the website along with instructional videos and exercises that helped us a lot. Golrokh and Bijan accompanied us throughout the course; we had a lot of problems to solve, and given all this, our learning was excellent.
My opinion about the course is that it was excellent and had no problems.
In the Juniora courses, we gained a lot of experiences. There were many attractive and beautiful lesson materials, especially Bijan's requests, which had become almost a routine. But in the end, if we learned one thing from Bijan, it is to always pursue your goal. Just like Bijan went to another country to achieve his goal and found the thief there. In our opinion, learning any skill is the strongest weapon that can transform the world.
The escape room section and working on projects were my favorite parts of the courses. For the projects, we applied everything we had learned throughout the course in a real project. During the projects, due to the competitive environment, everyone tried to use their imagination and come up with new ideas so that we could create a better and more efficient project, and this was very interesting and amazing to me.
When I first encountered programming, everything seemed very strange and ambiguous to me. But in this course, I got to know programming very easily and was able to learn beyond my expectations. Although programming seems like a task where you have to sit for hours and write code, in Juniora, the course was completely enjoyable, and everything progressed with examples and stories.