Tailor-made Machine Learning practice courses for your team
(company exclusive trainings from 3 employees)
Terminology: Machine Learning is a part of Artificial Intelligence. Your team creates a complex system that learns from new data and stores the experience.
Training can be tailored to meet your team's needs.
The following areas are covered by Machine Learning:
Application areas
Especially in the area of Machine Learning there is a wide range of application areas. The following list contains the most common areas, however, your desired topics can also be discussed in an individual consultation.
We accompany PyTorch and TensorFlow programs alike.
Book your free consultation now! Bring all your questions with you. We'll be happy to take the time to consult with you individually.
BASIC: We offer classic basic courses for Machine Learning fundamental knowledge. Your team will also get the opportunity to understand where Machine Learning can be used and which application areas would make sense in your company.
ADVANCED: If you want to design a specific application, then the customized advanced course makes sense. Highlight the application areas you have determined together with our trainers. Set the goals and let us know the specific application. Based on this information, decide whether to use classical Machine Learning techniques or the "Deep Learning" method. We also work with Python specialized libraries to offer the best solution for your application area.
Benefit from training that is individually tailored to you. According to our many years of experience, this form of IT training is very target-oriented and effective.
We don't preach theory, we solve problems! Get the maximum knowledge for your team. Compile the topics according to your previous knowledge and needs, depending on the project. Because individual learning brings the desired success! Topics you click here will be automatically referred to us as soon as you send a request form!
In very simplified terms, classical techniques are well suited for tabular or structured data, while deep learning techniques are better suited for problems that process image, text, or speech data.
With Deep Learning techniques it is also state of the art not to develop the models from scratch but to use so-called pre-trained models. For most use cases we recommend to focus the course on the use of pre-trained models and not on the creation of own models.
If your team has no prior experience with machine learning techniques, it is recommended that you discuss some of the basics and traditional techniques using relatively simple examples so that you have a solid foundation for working on more complex problems later.
With the following topics, your team can take their knowledge of building deep learning models to the next level:
For many practical problems, working with pre-trained models lends itself to:
The following list contains only a selection of the numerous Python libraries that you can use to solve machine learning problems. Typically, the selection of libraries discussed in a training session is based on the desired application areas and techniques, but it is of course also possible to conduct a training session on a specific Python library that your team wants to delve deeper into.
These modules cover techniques that help make teamwork more productive and improve the quality of the resulting software.
The Working effectively as a team module includes the following focus areas:
We offer different course formats: 3-day programs, 4-week intensive programs, and online training videos.
In 3 days (8 hours/day) you will be guided to the next level by an expert: Participate on-site at the Coding Academy Munich or online from anywhere in the world. With a practical exam for the certificate.
3-Day Online Course
The course takes place online. All you need is a computer with internet access. For some modules it is necessary to install specific Python packages or additional software. We will clarify details when compiling the course content. You will get access to the material on the first day of the course at the latest.
3-Days on-site at the Coding Academy
The course takes place in our modern and well-equipped training rooms. We provide each participant with a modern laptop free of charge during the training. Drinks are provided by the Coding Academy. Access to the material will be provided on the first day of the course at the latest.
3-days on your premises
If you wish, one of our experts will hold the course at your premises. Then you provide the technology, e.g. computers with the software needed for the course. With this format, there are additional costs for travel and accommodation.
The videos pick up the topics from the live trainings and show real programming examples from practice.
We also offer the courses as online-only training videos. You have access at any time and can access the modules at your pace. This way, you can benefit from our high-quality learning videos at a very affordable price. In our online forum you can discuss with other participants and get help from our Teaching Assistants in case of problems.
Contact us about the availability of the course you want.
In 4 weeks to the next level: You get 2-3 hours of teaching and video material on Mondays and take part in our online live training for 2 hours on Fridays. Here, all open questions can be discussed and clarified with the trainer. With a practical exam for the certificate.
This is a combination of online and offline training, sometimes referred to as "blended learning".
Schedule
Great extra: Our online forum. All course participants can get help from our teaching assistants at any time.
The content that is taught is the same whether you take the course online, on-site, in a 4-week program, or as a training video. We have had very good experiences with all formats.
Online or on-site training?
The online and on-site training courses teach the material in a compact, intensive form. You can reserve a block of time that is 100% dedicated to learning, which typically has a positive effect on the learning curve.
On-site trainings are often a little easier to discuss in a group than online trainings, but online trainings eliminate the time spent traveling to the training and allow you to work in your familiar environment.
4-week program and training videos?
With the 4-week program and video-only courses, learning is spread out over a longer period of time. This allows you to flexibly divide your time, learn in a more relaxed way and offers more opportunities to try out the concepts you have learned in practice.
Another advantage of these formats is that the team does not have to be completely removed from project work for several days. In addition, each participant can complete the video learning units and practice exercises at their own pace and does not have to wait for other participants or complete the assignments under time pressure.
In the 4-week program, you are responsible for completing the designated learning units and exercises each week to stay on track with the material.
Individual: we specifically address you and take into account your previous knowledge, desired topics and focal points
Developed by experts according to the Raed Teaching Method®
Compact, lively and entertaining
Structured and easy to understand
Lots of practice: you can immediately apply the knowledge you learn in the course
Theory optimized to the essentials
Many examples and tasks whose level of difficulty increases linearly
Small groups: max. 8 participants in the 3-day course; max. 15 participants in online coaching
Highly qualified trainers with up to 30 years of experience in industry and teaching at German colleges and universities
For on-site training, we provide participants with modern laptops at no additional cost
Of course, as a participant in a Machine Learning course you will receive a certificate. The prerequisite for this is the complete participation in all course units and programming tasks and the successful programming of a small final project. However, after an intensive Machine Learning course, this will certainly give you more pleasure than stress.
We are very happy to take time for you. Use our contact form for a written contact. Our team will respond quickly and within 24 hours at the latest. In case of technical questions and to clarify the focal points, which are target-oriented for your team, please use the possibility of a non-binding consultation appointment.
