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Soufiene
- Rate S$60
- Response 1h
-
Students17
Number of students accompanied by Soufiene since their arrival at Superprof
Number of students accompanied by Soufiene since their arrival at Superprof
S$60/h
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- Computer programming
- Computer Skills
- Python
- Artificial Intelligence
Computer & Data Scientist gives Machine Learning and Python AZ courses: BEGINNER TO PROFESSIONAL
- Computer programming
- Computer Skills
- Python
- Artificial Intelligence
Lesson location
Recommended
Soufiene is a respected tutor in our community. They are highly recommended for their commitment and the quality of their lessons. An excellent choice to progress with confidence.
About Soufiene
I am an engineer specialized in Data Science. Course:
- Bachelor degree in technology (with honors).
- Preparatory School T * (Rank 79/1005).
- Software and data engineering School.
I started giving private lessons in universities and training centers after I discovered SuperProf and enrolled to teach online.
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About the lesson
- Primary
- Secondary
- SPM
- +7
levels :
Primary
Secondary
SPM
Form 6
STPM
Adult education
Beginner
Intermediate
Advanced
Kids
- English
All languages in which the lesson is available :
English
Machine Learning 101
Program
1- Introduction + Real case application 1.5H
2- Machine Learning Flow 1.5H
3- Python Tools: Raw Data + Visualisation 1.5H
4- Math behind KNN, Linear Regression and Decision Tree 3H
5- TP Real Case With Steps 3H
6- Metrics + Confusion matrix + Optimization 3H
7- Project: Group of Three 4.5H
Each of these session is built on the previous one. At the beginning, everything seems strange and difficult and you might get lost, so we created this course to help you master the essential tools and cover a variety of mathematics, this is important and most of the instructors skip this part, but it is needed in order to understand advanced ML in the future.
Universities have been slow at creating specialized data science programs. And online courses are very expensive and time consuming.
So, in an effort to create the most effective, time-efficient, and structured data science training available online, we created The Machine Learning 101.
This course will make you ready to enter the data science field having all the necessary resources in one place. We will teach you everything you need to start your career as a data scientist the same way (even better) than the traditional expensive programs, not the mention the amount of time you will save.
This course is in english, but we will explain in French (or English if your prefer it) in a very smooth and pedagogic way. We will be covering complex theory, algorithms and coding libraries in a very simple way which can be easily grasped by any beginner as well.
What you’ll learn
- Master Machine Learning on Python
- Learn to use MatplotLib for Python Plotting
- Learn to use Seaborn, Numpy and Pandas for Data Analysis
- Learn a lot of the Mathematics Required to understand Machine Learning Algorithms
- Implement Machine Learning Algorithms along with Mathematical intuitions
- All Advanced Level Machine Learning Algorithms and Techniques like Regularisations, Boosting , Bagging and many more included
- Real World Case Studies + Projects
- Model Performance Metrics
- Deep Learning (Optional)
- Model Selection
Requirements
- Any Beginner Can Start this Course
- 2+2 knowledge is enough to cover this course
This course is dedicated for any beginner who wants to begin a career in Data Science. Keep in mind that with this two month course you will cover a lot of fields but you will need to practice more, it’s all about patience and passion. After this course, we will give you the essential tools and resources to progress.
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Review
All of our reviews are collected by us and are 100% reliable. They correspond to real lessons experienced by the students of Soufiene.
4.7 (6 reviews)
Perfect! Professeur très compétent. Très heureux d'avoir eu des cours avec lui et je le solliciterais sûrement encore à l'avenir. Merci pour tous Soufiene!
- C'est un étudiant très curieux et il n'a pas baissé les bras malgré les difficultés qu'il a pu rencontrer. Il a fait de son mieux pour réussir ses projets et ses cours.Soufiene's response :
Perfect! très bon prof, disponible et prends le temps de bien tou expliquer !
- Sana m'a contacté pour la guider dans un projet. Malgré le fait que le temps était limité et que les concepts à couvrir étaient lourds, elle a réussi à maîtriser une bonne partie de son projet.Soufiene's response :
Excellent! rigoureux et très pédagogue!
- Très bon élève ambitieux.Soufiene's response :
Excellent! le 1er cours s'est bien passé, sofiene est disponible et j ai bien compris ses explications. alexis.
Perfect! Soufiene est très patient, très très consciencieux, très gentil et surtout très passionné. Il est très fort dans son domaine et il explique vraiment très bien même si vous n'avez pas les bases. Vraiment parfait ! j'espère le garder comme professeur
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Recommendations
Recommendations come from relatives, friends and acquaintances of the tutor
1
Un excellent professeur au niveau de maîtrise des sujets de machine learning, des cours très structurés avec une bonne méthode de suivi ainsi une excellente explication à tout problème confondu, je le recommande vivement.
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Rates
Rate
- S$60
Pack rates
- 5h: S$302
- 10h: S$604
online
- S$60/h
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