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Mohamed
- Rate S$23
- Response 1h
-
Students1
Number of students accompanied by Mohamed since their arrival at Superprof
Number of students accompanied by Mohamed since their arrival at Superprof
S$23/h
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- Machine learning
Expert Tutoring in ML, DL by Senior Undergraduate Engineering Student. Mix Theoretical stories with Practical adventures.
- Machine learning
Lesson location
About Mohamed
I am a senior undergraduate engineer who is passionate about machine learning and its applications. I have been studying the field for several years and have a solid understanding of the mathematical and computational concepts that underpin machine learning.
I keep myself updated with the latest academic research trends and state of the art technologies in machine learning, this allows me to stay ahead of the curve and be well prepared for the future.
I am particularly interested in deep learning and its applications in natural language processing and computer vision. I am also a proactive learner and have experience working on projects that involve implementing and experimenting with different machine learning models. I am excited to continue my journey in the field of machine learning and eager to share my knowledge and skills with others.
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About the lesson
- Secondary
- Adult education
- Bachelor
- +7
levels :
Secondary
Adult education
Bachelor
Masters
Diploma
Doctorate
Beginner
Intermediate
Advanced
Professional
- English
All languages in which the lesson is available :
English
Are you seeking to enhance your expertise in machine learning and deep learning? Look no further! I am offering personalized tutoring to assist you in fully understanding and utilizing these advanced technologies. My teaching approach combines theoretical concepts with hands-on implementation using Python and popular machine learning libraries such as scikit-learn, TensorFlow, PyTorch, statsmodels, Keras, and other relevant tools commonly used by data scientists. The goal is to provide you with a strong foundation in the concepts and the ability to apply them to real-world problems.
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The lessons will be tailored to the student's pace and will include:
- The intro to ML course:
Lesson 1: Introduction to Machine Learning and Deep Learning
Overview of the field of machine learning and deep learning
Different types of machine learning algorithms and their applications
Introduction to neural networks and deep learning architectures
Lesson 2: Data Preprocessing
Importance of data preprocessing in machine learning
Techniques for cleaning and preparing data for modeling
Feature selection and feature engineering
Lesson 3: Supervised Learning
Overview of supervised learning algorithms
Linear and logistic regression
Decision trees and random forests
Lesson 4: Unsupervised Learning
Overview of unsupervised learning algorithms
Clustering techniques such as k-means and hierarchical clustering
Dimensionality reduction techniques
Lesson 5: Deep Learning
Introduction to deep learning frameworks such as TensorFlow and PyTorch
Building and training neural networks
Applications of deep learning in computer vision and natural language processing
Lesson 6: Advanced Topics
Reinforcement learning
Generative models
Transfer learning
Lesson 7: Project-based Learning
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The DL and NLP courses will have similar structure with diverse topics but a tailored mix can be planned depending on the student needs.
- Also sessions can be on selected by topics by student.
Work on real-world projects and apply the knowledge gained in the previous lessons to solve real-world problems
These lessons are suitable for those who are interested in learning more about machine learning and deep learning, whether you are a beginner or looking to advance your knowledge. They are designed to provide individuals with the skills and knowledge necessary to excel in the field of machine learning and deep learning. Don't wait, take the first step towards achieving your goals and sign up for my tutoring sessions today!
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Rates
Rate
- S$23
Pack rates
- 5h: S$115
- 10h: S$230
online
- S$23/h
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