Beschrijving | Program | Prerequisites | Who is this course for | Duration | Course Format | Evaluation procedures/Certification | Upcoming dates | How to access the course | When to access the course | Administrative & Educational Contact | Leave a review |
Beschrijving
The two main types of machine learning are supervised learning and unsupervised learning. In supervised learning, the model is trained on labeled data, which means that each data point is associated with a target or outcome variable. The goal is to learn a mapping function that can accurately predict the target variable for new data points. In unsupervised learning, on the other hand, the model is trained on unlabeled data, which means that there is no target variable. Instead, the goal is to discover patterns or structure in the data. Other types of machine learning include reinforcement learning, which involves learning through trial and error, and deep learning, which uses neural networks to learn complex representations of data.
Program
Title: "Introduction to Machine Learning with Python". Duration: 2 weeks (14 days). Location: Paris, . . Week 1:. - Day 1: Introduction to machine learning and Python. - Overview of machine learning concepts and applications. - Setting up a Python development environment. - Day 2: Preprocessing and cleaning data. - Importing and exporting data in Python. - Handling missing and incorrect data. - Feature scaling and normalization. - Day 3: Exploratory data analysis. - Visualizing and summarizing data with Python. - Identifying trends and patterns in data. - Day 4: Supervised learning. - Regression algorithms. - Classification algorithms. - Day 5: Evaluating model performance. - Measuring model accuracy and error. - Choosing an appropriate evaluation metric. . Week 2:. - Day 6: Unsupervised learning. - Clustering algorithms. - Dimensionality reduction techniques. - Day 7: Deep learning. - Introduction to neural networks. - Training deep learning models with TensorFlow. - Day 8: Transfer learning. - Reusing pre-trained models for new tasks. - Fine-tuning pre-trained models. - Day 9: Feature engineering. - Extracting and creating new features from raw data. - Selecting relevant features for model training. - Day 10: Hyperparameter tuning. - Optimizing model performance through hyperparameter tuning. - Day 11: Project work. - Working on a machine learning project in small groups. - Applying the concepts learned in the course to a real-world problem. - Day 12: Project work. - Day 13: Project work. - Day 14: Project presentation and course review. . This training program would be suitable for individuals with some programming experience, but no previous knowledge of machine learning is required. The program would cover the basics of machine learning, including preprocessing and exploring data, supervised and unsupervised learning, and deep learning, as well as practical techniques for improving model performance such as feature engineering and hyperparameter tuning. Participants would also have the opportunity to work on a machine learning project during the course, and present their results at the end.
Prerequisites
No requirements
Who is this course for
For all
Duration
The duration of the course is flexible. Contact our educational managers for more information.
Course Format
Online,Hybrid,Blended
Evaluation procedures/Certification
This training is evaluated through a test scenario and multiple choice questions. To validate the course, it is necessary to validate all the skills. For information, there is no equivalence or bridge to validate this course. To download and take our quizzes for validation of acquired knowledge, please connect to the online storage platform with your login details.
Upcoming dates
December 2025
January 2026
February 2026
How to access the course
To pre-register for this course and receive all the necessary information, please click on the registration button above. A quizz is proposed to allow us to direct you to the right course and instructor.
When to access the course
After registration, you will receive all the details to start the course.
Administrative & Educational Contact
Nduka NZEKA - formations(at)ilaria-academy.com
Leave a review
Certification
Certification
Certification
Certification
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FaQ Questions
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Once your payment is processed, you will receive a confirmation email with details about your purchase. You can then access your course or product from your account dashboard on our website.
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Browse our course catalog and select the course you want to enroll in.
Click the "Enroll Now" button for the course.
If you're a new customer, you'll need to create an account on our website. If you already have an account, simply log in.
Review the course details and add the course to your cart.
Proceed to checkout and complete the payment process if needed.
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However, some of our courses may have scheduled components, such as live webinars or virtual study groups, that you can participate in. These scheduled components are designed to provide additional support and a sense of community.
However, some of our courses may have scheduled components, such as live webinars or virtual study groups, that you can participate in. These scheduled components are designed to provide additional support and a sense of community.
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We understand that having offline access to course materials can be convenient, and we are always working to improve our platform and add new features for our students. If offline access to course materials becomes available in the future, we will make sure to update our FAQ section and notify our students.
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We are dedicated to providing excellent support to our students and helping you get the most out of your learning experience. If you have any questions or concerns, please don't hesitate to reach out to our customer support team for assistance.
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Live Chat: You can also reach us through our live chat feature on our website. Our live chat support is available on all pages.
We are dedicated to providing excellent support to our students and helping you get the most out of your learning experience. If you have any questions or concerns, please don't hesitate to reach out to our customer support team for assistance.
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If you need to change your order, our team will assist you in making the necessary changes to your enrollment. If you need to cancel your order, we will process your refund according to our 30-day money-back guarantee.
Please note that some courses may have restrictions on cancellations or changes, and that these restrictions will be clearly indicated in the course description. If you have any questions or concerns about changing or cancelling your order, please don't hesitate to reach out to our customer support team for assistance.
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At Ilaria Digital School, we are committed to helping you succeed in your courses and achieve your learning goals. To support you in your studies, we offer the following resources:
Instructor support: You will have direct access to your instructor for questions, feedback, and guidance throughout the course.
Student community: You will have access to a community of fellow students taking the same course, where you can network, collaborate, and learn from each other.
Course materials: You will have access to a variety of course materials, including videos, readings, and assignments, to help you learn and practice the concepts covered in the course.
Technical support: Our technical support team is available to assist you with any technical issues you may encounter while taking the course.
Additional resources: We may also offer additional resources, such as bonus materials or office hours with the instructor, to help you succeed in your course.
We are here to support you every step of the way and help you achieve your learning goals. If you have any questions or need assistance, please don't hesitate to reach out to our customer support team for assistance.
Instructor support: You will have direct access to your instructor for questions, feedback, and guidance throughout the course.
Student community: You will have access to a community of fellow students taking the same course, where you can network, collaborate, and learn from each other.
Course materials: You will have access to a variety of course materials, including videos, readings, and assignments, to help you learn and practice the concepts covered in the course.
Technical support: Our technical support team is available to assist you with any technical issues you may encounter while taking the course.
Additional resources: We may also offer additional resources, such as bonus materials or office hours with the instructor, to help you succeed in your course.
We are here to support you every step of the way and help you achieve your learning goals. If you have any questions or need assistance, please don't hesitate to reach out to our customer support team for assistance.
We offer a wide range of courses in various subjects, including web development, marketing, management and personal development. Our courses are designed for individuals of all levels, from beginners to experts, and are taught by experienced instructors. You can browse our course catalog to find the courses that best suit your needs and interests. If you're not sure which course to take, feel free to reach out to our support team for guidance.
Placing an order on our e-learning platform is easy and secure. Simply follow these steps:
Browse our course catalog and select the course or product you want to purchase.
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Choose your payment method and complete the transaction if needed.
Once your registration is complete, you will receive a confirmation email with details. You can then access your course or product from your account dashboard on our website or by regular emails.
Browse our course catalog and select the course or product you want to purchase.
Click the "Enroll Now" or "Buy Now" button for the course or product.
Review your order and make any necessary adjustments.
Enter your billing information if needed.
Choose your payment method and complete the transaction if needed.
Once your registration is complete, you will receive a confirmation email with details. You can then access your course or product from your account dashboard on our website or by regular emails.
Tracking your order is easy on our e-learning platform. Simply log into your account dashboard on our website and you will be able to view the status of your order. If you have any questions about your order, please don't hesitate to reach out to our support team for assistance.
Additionally, you will receive email updates throughout the process, including a confirmation email when your order is placed.
Additionally, you will receive email updates throughout the process, including a confirmation email when your order is placed.
The online learning process on our e-learning platform is designed to be flexible and convenient for students. Here's how it works:
Enroll in a course: Browse our course catalog and select the course you want to enroll in. Add the course to your cart and complete the payment process.
Access course materials: Once your payment is processed, you will have immediate access to the course materials, including videos, audio recordings, text-based lessons, and live sessions.
Progress at your own pace: Our courses are self-paced, so you can learn at the speed that works best for you. You can also revisit any course materials as often as you need to reinforce your understanding.
Engage with other: Our courses include interactive classes where you can connect with teachers and other students, ask questions, and share your insights.
Get support from instructors: Our experienced instructors are available to answer your questions and provide guidance throughout the course.
Track your progress: You can track your progress through the course and see what you need to complete in your account dashboard on our website.
Complete the course and receive a certificate: When you have completed all the requirements of the course, you will receive a certificate of completion that you can share with employers or add to your professional portfolio.
Enroll in a course: Browse our course catalog and select the course you want to enroll in. Add the course to your cart and complete the payment process.
Access course materials: Once your payment is processed, you will have immediate access to the course materials, including videos, audio recordings, text-based lessons, and live sessions.
Progress at your own pace: Our courses are self-paced, so you can learn at the speed that works best for you. You can also revisit any course materials as often as you need to reinforce your understanding.
Engage with other: Our courses include interactive classes where you can connect with teachers and other students, ask questions, and share your insights.
Get support from instructors: Our experienced instructors are available to answer your questions and provide guidance throughout the course.
Track your progress: You can track your progress through the course and see what you need to complete in your account dashboard on our website.
Complete the course and receive a certificate: When you have completed all the requirements of the course, you will receive a certificate of completion that you can share with employers or add to your professional portfolio.
Our courses are designed to be engaging and interactive, and they are delivered in a variety of formats to accommodate different learning styles. The format of each course may include:
Video lessons: High-quality video recordings that provide an engaging and visual learning experience.
Audio lessons: Audio recordings that allow you to learn on the go or while multitasking.
Text-based lessons: Written explanations and instructions that provide a comprehensive understanding of the course material.
Interactive exercises: Quizzes, puzzles, and other interactive activities that help reinforce your understanding of the course material.
Live webinars or virtual study groups: Scheduled components that provide additional support and a sense of community.
All of our courses are designed to be accessible and mobile-friendly, so you can learn on any device and from anywhere with an internet connection.
Video lessons: High-quality video recordings that provide an engaging and visual learning experience.
Audio lessons: Audio recordings that allow you to learn on the go or while multitasking.
Text-based lessons: Written explanations and instructions that provide a comprehensive understanding of the course material.
Interactive exercises: Quizzes, puzzles, and other interactive activities that help reinforce your understanding of the course material.
Live webinars or virtual study groups: Scheduled components that provide additional support and a sense of community.
All of our courses are designed to be accessible and mobile-friendly, so you can learn on any device and from anywhere with an internet connection.
Yes, you can receive a certificate of completion for each course you complete on our e-learning platform. To receive a certificate, you will need to complete all of the requirements of the course, including any quizzes, assignments, or interactive activities.
Yes, our e-learning platform is fully compatible with mobile devices, including smartphones and tablets. This means that you can access your courses and learning materials from anywhere, at any time, using the device of your choice.
Our platform is designed to be user-friendly and accessible on any device, with a responsive design that automatically adjusts to the size of your screen. Whether you prefer to learn on your desktop computer, laptop, tablet, or smartphone, you will have a seamless and enjoyable learning experience on our platform.
Our platform is designed to be user-friendly and accessible on any device, with a responsive design that automatically adjusts to the size of your screen. Whether you prefer to learn on your desktop computer, laptop, tablet, or smartphone, you will have a seamless and enjoyable learning experience on our platform.
At Ilaria Digital School, we are committed to providing high-quality courses and a positive learning experience for our students. If for any reason you are not satisfied with a course you have purchased, we offer a 30-day money-back guarantee.
To initiate a return, please contact our support team. Our team will provide you with instructions on how to proceed with your return.
Please note that to be eligible for a return, you must have completed only 1 or less chapter or lesson. Additionally, any certificates of completion or other course materials that have been issued cannot be returned.
We stand behind our courses and our commitment to providing high-quality learning experiences for our students. If you have any questions or concerns about our return policy, please don't hesitate to reach out to our support team for assistance.
To initiate a return, please contact our support team. Our team will provide you with instructions on how to proceed with your return.
Please note that to be eligible for a return, you must have completed only 1 or less chapter or lesson. Additionally, any certificates of completion or other course materials that have been issued cannot be returned.
We stand behind our courses and our commitment to providing high-quality learning experiences for our students. If you have any questions or concerns about our return policy, please don't hesitate to reach out to our support team for assistance.
Creating an account on Ilaria Digital School is quick and easy. Follow these steps to create your account:
Visit our website: Go to www.ilaria-academy.com.
Click on the "Sign Up" button: You will find the "Sign Up" button in the top right corner of the page.
Enter your information: Fill out the form with your name, email address, and a password.
Verify your email address: You will receive an email with a verification link. Click on the link to verify your email address and complete the sign-up process.
Log in to your account: Once you have verified your email address, you can log in to your account by entering your email address and password.
That's it! You are now ready to start exploring our courses and learning materials. If you have any questions or need assistance creating your account, please don't hesitate to reach out to our customer support team for assistance.
Visit our website: Go to www.ilaria-academy.com.
Click on the "Sign Up" button: You will find the "Sign Up" button in the top right corner of the page.
Enter your information: Fill out the form with your name, email address, and a password.
Verify your email address: You will receive an email with a verification link. Click on the link to verify your email address and complete the sign-up process.
Log in to your account: Once you have verified your email address, you can log in to your account by entering your email address and password.
That's it! You are now ready to start exploring our courses and learning materials. If you have any questions or need assistance creating your account, please don't hesitate to reach out to our customer support team for assistance.
We do not currently offer gift wrapping or physical gift cards for our online courses. However, we do offer digital gift cards that can be redeemed for any of our courses.
To purchase a digital gift card, simply comtact us.
Our digital gift cards are a great way to give the gift of learning and help someone you care about achieve their goals and reach their full potential. If you have any questions or need assistance purchasing a digital gift card, please don't hesitate to reach out to our customer support team for assistance.
To purchase a digital gift card, simply comtact us.
Our digital gift cards are a great way to give the gift of learning and help someone you care about achieve their goals and reach their full potential. If you have any questions or need assistance purchasing a digital gift card, please don't hesitate to reach out to our customer support team for assistance.
Our business hours are 9h-17h. During these hours, our customer support team is available to assist you with any questions or concerns you may have about our courses or platform.
If you need assistance outside of our business hours, you can send us an email and we will respond to your message as soon as possible.
We are committed to providing excellent support to our students and helping you get the most out of your learning experience. If you have any questions or need assistance, please don't hesitate to reach out to our customer support team during our business hours or via email at any time.
If you need assistance outside of our business hours, you can send us an email and we will respond to your message as soon as possible.
We are committed to providing excellent support to our students and helping you get the most out of your learning experience. If you have any questions or need assistance, please don't hesitate to reach out to our customer support team during our business hours or via email at any time.
Choosing the right course can be a challenge, but we are here to help! When deciding if a course is right for you, consider the following:
Course description: Read the course description carefully to understand the objectives, content, and format of the course. This will help you determine if the course is a good fit for your goals and learning style.
Course reviews: Read reviews from other students who have taken the course to get a sense of their experience and the value they got from the course.
Course content: Preview the course content, such as the lectures and assignments, to see if it is engaging and relevant to your needs.
Instructor background: Check the instructor's background and qualifications to see if they have the experience and expertise to teach the course effectively.
Goals and interests: Consider your personal goals and interests to see if the course aligns with what you want to learn and achieve.
If you have any questions or need assistance determining if a course is right for you, please don't hesitate to reach out to our customer support team for assistance. We are here to help you find the right course to help you achieve your learning goals.
Course description: Read the course description carefully to understand the objectives, content, and format of the course. This will help you determine if the course is a good fit for your goals and learning style.
Course reviews: Read reviews from other students who have taken the course to get a sense of their experience and the value they got from the course.
Course content: Preview the course content, such as the lectures and assignments, to see if it is engaging and relevant to your needs.
Instructor background: Check the instructor's background and qualifications to see if they have the experience and expertise to teach the course effectively.
Goals and interests: Consider your personal goals and interests to see if the course aligns with what you want to learn and achieve.
If you have any questions or need assistance determining if a course is right for you, please don't hesitate to reach out to our customer support team for assistance. We are here to help you find the right course to help you achieve your learning goals.
La certification qualité a été délivrée au titre de la catégorie: Action de formation.
"I was new to machine learning and this course really helped me understand the basicsThe instructors were knowledgeable and patient, and I feel much more confident in my ability to implement machine learning techniques in my work."
"This course was an excellent introduction to machine learningThe material was presented in a clear and concise manner, and the hands-on exercises helped me solidify my understanding of the conceptsI would highly recommend this course to anyone interested in getting started with machine learning."
"I have been working in the field of machine learning for a few years now, but I still learned a lot from this courseThe instructors did a great job of explaining complex concepts in an easy-to-understand way, and the real-world examples helped bring the material to lifeI would definitely take another course from this team."
"I was skeptical about taking an online machine learning course, but this one exceeded my expectationsThe interactive format allowed me to ask questions and get immediate feedback, and the instructors were always available to helpI feel much more confident in my ability to apply machine learning to my job thanks to this course."
"I really enjoyed the hands-on nature of this courseThe instructors provided us with a lot of data sets to work with, and I felt like I was able to get a lot of practical experienceI also appreciated the support of the teaching assistants, who were always available to help when I had questions."
"The course materials and lectures were top-notch, and the instructors did a great job of explaining complex concepts in an accessible wayI also appreciated the small class size, which allowed for more personalized attention from the instructorsI would highly recommend this course to anyone interested in machine learning."
"I have taken several machine learning courses in the past, but this one was by far the bestThe instructors were knowledgeable and approachable, and the course materials were well-organized and easy to followI would definitely take another course from this team in the future."
"This was my first time taking an online course, and I was pleasantly surprised by how effective it wasThe instructors were able to create a sense of community among the students, and the interactive format kept me engaged throughout the courseI feel much more confident in my ability to apply machine learning techniques thanks to this experience."
"I was a bit nervous about taking a machine learning course, but the instructors made it a very positive experienceThey were patient and helpful, and the material was presented in a way that was easy to understandI would definitely recommend this course to others."
"I have been working in the field of data science for a while now, but I still learned a lot from this courseThe instructors were knowledgeable and approachable, and the course materials were well-organized and easy to followI would definitely take another course from this team in the future."