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Mourad - CanadaRecently activeC$40
C$40AI and data science (the steps to handle a project)
Trusted teacher: Embark on a comprehensive journey through Artificial Intelligence and Data Science with our course, "AI and Data Science: The Steps to Handle a Project." This course is meticulously designed for individuals who aspire to become proficient in managing and executing AI and data science projects from inception to deployment. #### Course Objectives: - **Foundational Knowledge:** Understand the core principles of AI and data science, including key concepts, methodologies, and tools. - **Project Lifecycle Management:** Learn the systematic approach to handling AI and data science projects through each project lifecycle phase. - **Hands-On Experience:** Gain practical experience through real-world projects and case studies. - **Advanced Techniques:** Explore advanced techniques and algorithms in AI and data science. - **Ethical and Responsible AI:** Understand the ethical implications and best practices for responsible AI development and deployment. #### Course Outline: 1. **Introduction to AI and Data Science:** - Overview of AI and data science - Key concepts and terminologies - Applications and industry use cases 2. **Project Scoping and Planning:** - Defining the problem statement - Identifying objectives and success metrics - Project planning and timeline management 3. **Data Collection and Preprocessing:** - Data collection methods and sources - Data cleaning, transformation, and integration - Exploratory data analysis and visualization 4. **Model Development:** - Selection of appropriate algorithms and models - Training, validation, and testing of models - Hyperparameter tuning and optimization 5. **Model Evaluation and Validation:** - Evaluation metrics and performance analysis - Cross-validation techniques - Model interpretability and explainability 6. **Deployment and Monitoring:** - Model deployment strategies and tools - Monitoring and maintaining model performance - Continuous integration and continuous deployment (CI/CD) 7. **Project Documentation and Presentation:** - Creating comprehensive project documentation - Presenting findings and insights to stakeholders - Effective communication of technical results 8. **Ethics and Best Practices:** - Ethical considerations in AI and data science - Ensuring fairness, accountability, and transparency - Best practices for sustainable and responsible AI #### Course Outcomes: By the end of this course, you will be able to: - Manage and execute AI and data science projects from start to finish - Collect, preprocess, and analyze data effectively - Develop, evaluate, and deploy robust AI models - Communicate insights and results clearly to stakeholders - Apply ethical and responsible practices in AI development Join us to master the end-to-end process of handling AI and data science projects and become a proficient practitioner capable of delivering impactful solutions.
Science
Med - MoroccoRecently activeC$16
C$16Pass the Brevet des Collèges, 3rd year maths!
Trusted teacher: As a highly qualified mathematics teacher, graduate of the Teachers College and with 11 years of teaching experience in public high schools, I am happy to offer at-home mathematics tutoring courses for secondary school classes. 2nd and 1st general, Terminal specialty of the French system, as well as the 5th, 4th and 3rd levels of the college. students at level T and Common Core Sciences, TC Technological, 1st Bac Experimental Sciences and final year of all sectors (SVT-PC-SC.Math-L). My primary objective is to help students improve their level, deepen their knowledge, assimilate their lessons, fill their gaps and improve their skills in the discipline of mathematics. In addition, I am perfectly able to support them in the preparation of their exams and competitions for access to the Grandes Ecoles, and to provide them with homework help so that they can succeed in this subject. With my advanced math skills and knowledge, I am confident that I can provide my students with effective tools and techniques to help them progress. My goal is to give them confidence and help them develop a passion for mathematics, a subject that can seem daunting at first, but can be exciting and rewarding if taught in an interesting and fun way. By choosing my tutoring courses in mathematics, students can expect to receive individual attention and personalized help to overcome their difficulties and achieve their goals. My teaching approach is interactive and student-centered, which allows for a deeper understanding of mathematical concepts and a more practical application of acquired knowledge. In summary, I am confident in my skills as a math teacher to help students of all levels progress and succeed in this demanding subject. I am convinced that my dynamic and stimulating teaching methods will help my students achieve their math goals and build a confidence that will follow them throughout their lives.
Math · Algebra
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(2 reviews)
Hadjer - Bucharest, RomaniaRecently activeC$40
C$40Native French teacher gives French lessons
Trusted teacher: French teacher and native Frenchwoman passionate about her job. I have worked in all the structures where French is taught. I have worked with various audiences ranging from children to adults. I have worked in a university environment, in college-high school, in associations, in training centers, in language centers, in the military environment and abroad. All these experiences have allowed me to develop skills and know-how that I pass on with devotion to my learners. This job is not only based on the transmission of knowledge but on the affect and the human. I have worked with students of all ages, from children to adults. I have often found that the student can be blocked by factors such as: - lack of self-confidence - poor pedagogy on the part of the teacher which involves stress and a blockage in learning. - Methods: action-oriented and communicative. - Courses adapted according to the needs of the learner. - I am benevolent and dynamic. I do not hesitate to repeat and come back to points that have not been understood. -The lessons are always accompanied by activities and exercises. - Conversation lessons: accent, vocabulary, debate, - Help with writing (argued paragraph, summary of documents, etc.) - Courses in French culture and literature. - DELF-DALF certification preparation - French for specific objectives, French for business, French as a language of integration. The courses are aimed at level A0 to level C2. The methodology and the dynamics of the course is adapted according to the learner. I know how to target the difficulties and I will help you overcome them. I am very pedagogue and benevolent, I adapt to your rhythm and I will accompany you until the end towards success!
French · English
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Our students from Shkodër evaluate their teacher.

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Only reviews of students are published and they are guaranteed by Apprentus. Rated 5.0 out of 5 based on 22 reviews.

Singing, Guitar, Piano, Violin and/or English, Math lessons for anyone! (Budapest)
Dean
He is a passionate, humorous, and caring individual who makes a fantastic teacher. His ability to make learning fun extends beyond the classroom; he was always eager to help me after class, and as a result, my guitar playing skills significantly improved. I heartily endorse him for any guitar student, regardless of skill level.
Review by PHẠM CÔNG
Singing lessons in Copenhagen. Discover your voice with a vocal teacher/mezzo soprano Karolina. (Copenhagen)
Karolina
Karolina really strikes the perfect balance between encouragements and challenges to make her student progress. As an amateur singer in a band, it was important for me to find a rigorous yet creative teacher to improve my singing techniques. Her meticulousness and expertise make her an inspiring singing teacher!
Review by MÉLISSA
Native French teacher gives French lessons (Bucharest)
Hadjer
Hadjer is a great teacher! I have learned a lot from her. She is very patient and explains everything very well. Having classes with her is always nice. She can also prepare you for DELF exam so if you need to take that, she is the right person for you! I would totally recommend her :)
Review by TEODORA ANDREIA

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