1st lesson free
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Bahani
- Rate $35
- Response 1h
-
Students4
Number of students Bahani has accompanied since arriving at Superprof
Number of students Bahani has accompanied since arriving at Superprof
$35/h
Contact
1st lesson free
- Machine learning
- Coding
Comprehensive Machine Learning: Applications Across Various Data Formats (tabular, images, signal, and more) and Tasks (classification, generation, and more)
- Machine learning
- Coding
Lesson location
About Bahani
Mourad is proficient in managing machine learning solutions throughout the entire lifecycle, from data collection to deployment. He is skilled in creating diverse AI applications using various data types including tables (Excel, CSV), images, text, and signals. Mourad specializes in leveraging advanced large language models (LLMs) to develop bots, chatbots, classify documents, and generate content. He is committed to staying abreast of AI advancements and is dedicated to delivering innovative solutions that enhance human life.
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About the lesson
- Elementary School
- Middle School
- High School
- +11
levels :
Elementary School
Middle School
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Masters/ Graduate School
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- English
All languages in which the lesson is available :
English
Welcome to Comprehensive Machine Learning, where we explore the expansive world of machine learning applications across diverse data formats and tasks. Whether you're a beginner or an experienced practitioner, this course is designed to deepen your understanding and practical skills in leveraging machine learning for a variety of data types and tasks. What You'll Learn: -Foundations of Machine Learning: Understanding core concepts, algorithms, and techniques in machine learning. Exploring different types of machine learning tasks such as classification, regression, clustering, and generation. -Tabular Data Analysis: Techniques for preprocessing, feature engineering, and modeling using traditional structured data. Applying supervised and unsupervised learning algorithms to tabular datasets. -Image Processing and Computer Vision: Introduction to image representation, feature extraction, and convolutional neural networks (CNNs). Hands-on experience with tasks like image classification, object detection, and image segmentation. -Signal Processing and Time Series Analysis: Methods for analyzing signals and time series data. Building predictive models for time-dependent data using techniques like ARIMA, LSTM, and more. -Natural Language Processing (NLP): Understanding text preprocessing, word embeddings, and sequence modeling. Applications including sentiment analysis, named entity recognition, and text generation using state-of-the-art models like Transformers. Advanced Topics and Applications: -Deep dives into cutting-edge techniques such as generative adversarial networks (GANs), and transfer learning. Real-world applications across industries including healthcare, finance, and autonomous systems.
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Review
All of our reviews are collected by us and are 100% reliable. They correspond to a real experience lived by the teacher's students.
1 review
Perfect! Mourad is very competent in Machine Learning. He's very quick to understand the problem and provide suitable suggestions. Highly recommend.
- Salma is a dedicated and insightful student. She quickly grasps complex concepts and actively engages in discussions, contributing valuable ideas. It’s a pleasure to work with her!See the response Bahani :
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Rates
Rate
- $35
Pack rates
- 5 h: $175
- 10 h: $350
online
- $35/h
free lessons
This first lesson offered with Bahani will allow you to get to know each other and clearly specify your needs for your next lessons.
- 1hrs
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