Advanced Python for Artificial Intelligence


Free demo class Advanced Python for Artificial Intelligence

Master AI with Python: Interactive Course on Coding, Data Processing, and Machine Learning

After the course students:

Develop proficiency in using essential Python tools and libraries crucial for AI development.

Acquire a solid foundation in AI fundamentals, including diverse machine learning models and their practical applications.

Master the techniques to prepare, clean, and preprocess data effectively for utilization in AI models.

Gain practical experience in the selection, implementation, and optimization of AI models to achieve desired performance outcomes.

Explore advanced topics such as neural networks, deep learning methodologies, and the utilization of pretrained models in AI applications.

Apply acquired knowledge through hands-on projects that simulate real-world scenarios, thereby honing problem-solving abilities.

Examine the ethical considerations associated with AI technologies and understand the significance of developing ethically responsible AI solutions.

Course description

This course explores Artificial Intelligence (AI) through Python programming over 30 interactive sessions. It covers Python basics, data processing, and AI model development, balancing theory with hands-on experience. Students will set up their Python environment, learn essential syntax, and use powerful libraries for data manipulation and visualization, forming a solid foundation for understanding data-driven AI.

The course delves into machine learning (ML), teaching supervised and unsupervised learning, model training, and evaluation. Working with real-world datasets, students will learn data preprocessing, algorithm selection, and model fine-tuning. Advanced topics include neural networks and deep learning using TensorFlow and Keras, applied to tasks like image classification and sentiment analysis, and the use of pretrained models.

Key objectives include fostering critical thinking and problem-solving skills through projects, such as developing AI models for book recommendations or trend predictions. These projects emphasize the real-world impact of AI. By the end, students will be proficient in Python for AI, capable of data preparation and AI model implementation, and aware of ethical considerations in AI development.

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Enrol and try the first class for free

Enrol

After the first class you can:

  • pay the full course fee with a 5% discount,
  • pay the course fee in eight instalments.

Need more time to think?

Email yourself a link to this course

Schedule

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Your child attends school in the afternoon? Take advantage of our morning classes! We make the time slots fit the schedule of your child and their friends. Contact us to learn more.

Details

Requirements
Basic command of English

Course duration
30 sessions, 90 minutes each

Age group
Age 12+

Group size
Maximum 10 students

Language of instruction
English


Fees

Price
3591 zł (paid in advance; includes 5% discount)

8 x 420 zł (plus a 420 zł starting fee with the first instalment; total cost of the course is 3780 zł)

Free demo class
The first class is free. You can enrol without any obligation to pay or continue the course. After the first class, decide whether you would like to continue.

Discounts
5% discount with Karta Dużej Rodziny (Big Family Card), for enroling one child in more than one course or for enroling siblings
5% for payment in advance
Discounts add up.

Parent testimonials

About Us

Kids Coder Lab is private educational facility entered into the Register of Schools and Educational Facilities under number 271701

Ministerstwo Edukacji Narodowej Rejestr Szkół i Placówek Oświatowych
Magda i John

Kids Coder Lab was founded by John and Magdalena Mulenga.

Our mission is to help children acquire digital literacy and equip them with skills that the future demands.

Learn more about us

Learning Environment

The course is conducted according to the Kids Coder Lab blended-learning approach. The fully web-based course content is combined with off-screen activities. Children are in a safe learning environment, designed specifically with them in mind. They have access to study materials to continue learning at home, and access to teacher’s help online.

Additional free service

This course is available with a free-of-charge Pick & Drop service in one of two options:

  • Pick & Drop for students attending a school in the proximity of our Wilanów office. We pick children from their school after regular classroom activities and bring them to our Wilanów Kids Coder Lab office. After the programming classes, we drop them back at their school.
  • Pick & Drop for students attending our Host Schools. We pick children from their designated classrooms and bring them to the computer lab dedicated for Kids Coder Lab lessons. After programming classes, we drop them back at their classroom.

Frequent questions

Our offer of programming courses includes tens of items, so we recommend using filters to narrow down the choice. Firstly, select the location which is most conveniently reached with the child or from which we can pick the child. In the second step, select the language of instruction in which the child will learn (we offer courses in English and Polish). Next, notice the age group and choose the appropriate one for the child. After filtering the courses, there will be one or several courses left. Now you can read the course descriptions and select the course which best suits the child’s interests.

The first class of each coding or robotics course can be always a trial class. You can enrol the child in it with no commitments, just select the right option on the enrolment form. After the first class, we will ask you to confirm whether the child will participate in the course and if so, to pay the course fee.

Age groups specified for the programming courses for children and teens are our recommendation, not strict guidelines. However, they are worth taking into account. Our experience tells us that children below the recommended age group will do well during the course if they meet one or more of the following conditions:

- feel well handling the computer,

- have completed other programming-related courses or programming exercises at home,

- have experience in cooperation with older children, e.g. attend other courses with older children or spend a lot of time with older siblings at home.

The most important thing is to encourage the child to learn programming and not discourage from it. Only some children will find working with older students to be a motivation for learning. For most it would be a difficult and discouraging experience.

Considering enrolling a child in a course designed for older children, it is worth to think about the natural milestones in the child’s development – to which our courses are adjusted. The first important milestone is learning how to read. Children who don’t know yet how to read, learn at our school only in the youngest age group for grades 0–2. The second milestone is the transition from block-based to text-based coding. In our programming courses for children we gradually introduce elements of text-based coding, beginning from the second grade. However, only courses for the sixth and higher grades are solely based on text-based coding. We know from experience that only a handful of young programmers from the fifth grade are able to successfully complete these courses. The majority of the children needs to “grow into” the purely text-based coding which requires a lot of patience. We do not recommend skipping this phase too quickly, ahead of the child’s natural abilities.

If, having considered all these factors, you still have doubts about the right group, let the child try our classes. Already after the first class in both age groups it will be possible to draw conclusions and discuss the child’s abilities with the instructors. Then you can choose the group that is best suited to your child’s needs.

All questions

Why coding for children?

A new language

A new language

Coding is like learning a new language. Children learn to program using on-screen games, visual programming languages and actual coding scripts before they can decipher the complex math behind coding at the college level.

Window to new opportunities

Window to new opportunities

Learning early a skill, such as coding, provides diverse opportunities and empowerment for the future enabling children to have a wider imagination of possibilities and creativity.

Creative self-expression

Creative self-expression

Children seamlessly move from simply interacting with technology to creating technology for creative self-expression in various ways.

Critical skills

Critical skills

Coding enhances children’s math and analytical skills, including logical communication and critical thinking, which results in better writing skills.

Resilience and patience

Resilience and patience

Children learn how to be resilient, practise patience and build up confidence as they tackle challenging problem-solving tasks through coding.

Planning and organisation

Planning and organisation

Coding teaches children how to focus, be precise and develop planning and organisational skills, which they acquire naturally as they write more complex codes.

Enrol and try the first class for free

Enrol

After the first class you can:

  • pay the full course fee with a 5% discount,
  • pay the course fee in eight instalments.

Need more time to think?

Email yourself a link to this course

Free demo class

Enrol

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