Saurabh choudhary
"Crafting Data Magic: Unveil Insights with Engaging Data Projects"
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Saurabh choudhary
Bachelors degree
/ 55 min
About your data science tutor
Hello! I'm Saurabh, a Data Science tutor specializing in Statistics, Data Analysis, Databases, Machine Learning, and Python. I have experience of more then 3+ years. I have already taught many students from across the globe like countries USA, UK, Canada, UAE, Philippines, Australia. I have taught students of all ranges from school kids to working professionals even .My teaching philosophy revolves around making complex concepts simple for all levels of students. I engage students by encouraging collaboration, hands-on practice, and real-world applications. Let's explore the world of data together!
Data Science tutor skills
Data visualization
Paired coding
Upskilling
Machine learning
Business intelligence
Job readiness
Assignment help
Learner types for data science class
School
Anxiety or Stress Disorders
Home schooled
Adult / Professional
ADHD
College
All Levels
Data sciece class overview
As a tutor in Statistics, Data Analysis, Databases, Machine Learning, and Python, I use a hands-on approach to teach students at all levels, whether in school, college, or a professional setting. My teaching methodology focuses on practical skills in data analysis, machine learning, and statistical modeling. I specialize in using real-world datasets and visualization tools to make learning engaging and effective. I assess each student's data skills and interests to create a personalized learning plan that includes data cleaning and hands-on projects. I provide detailed feedback on code and data analysis to ensure comprehensive understanding and growth. And sometimes i also provide the visual representation of any concepts in coding which would help students to understand the concept better, like using gif or videos or images. Let's learn and excel together!
Your data science tutor also teaches
Data Analysis
Databases
Machine Learning
Python
Statistics
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15 days Refund
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Data Science concepts taught by Saurabh
The tutor and student worked through a series of assessments, including personality-based questions and visual pattern recognition tests. They navigated technical challenges with translation and test interface. The session concluded with a partial review of the assessment results, which were primarily in Swedish.
Integrity and Professional Ethics
Abstract Reasoning and Pattern Recognition
Cognitive Styles and Problem-Solving
Self-Awareness and Emotional Intelligence
The session involved the student and tutor collaboratively solving visual pattern recognition and logical reasoning problems to prepare for an aptitude test. The student and tutor explored different problem-solving strategies and techniques, and later reviewed the results of the test. The tutor suggested preparing a machine learning and AI lesson for the next session.
Logical Deduction
Pattern Recognition
Spatial Reasoning
Abstract Reasoning
Analogical Reasoning
Matrix Reasoning
The Student practiced abstract reasoning questions involving pattern recognition to prepare for an upcoming test. They reviewed strategies for identifying logical patterns and discussed time management techniques for the test. The Tutor recommended continuing practice to improve pattern identification skills.
Logical Pattern Recognition
Time Management in Tests
Test Difficulty Progression
Integrity and Honesty in Testing
The Student and Tutor collaborated on completing a personality assessment test and reviewed the results. They discussed the implications of the results, specifically focusing on areas where the student could improve, such as cooperation with colleagues. The plan is to complete the second part of the assessment in the next session.
Understanding Question Context
Prioritization and Relative Assessment
Importance of Accurate Self-Assessment
Personality Assessment Interpretation
Saurabh and Daniel collaborated on refining Daniel's project report, focusing on adding a section about hyperparameter tuning for LightGBM, CNN, and LSTM models using Optuna. They discussed implementation details, results presentation, and plagiarism avoidance, and Daniel will implement the discussed changes, including code snippets and table adjustments, before sharing the updated report.
Hyperparameter Tuning
Model Evaluation
Source Code Indication
Implementation Chapter
Saurabh Choudhary assisted Daniel Kefele in refining his research paper, focusing on incorporating hyperparameter tuning results and addressing reviewer feedback. They worked on updating the conclusion and discussion sections, ensuring consistency with the new findings. Daniel plans to discuss the inclusion of hyperparameter tuning details with his supervisor and will update the paper accordingly.
Reference Management
Future Work in Research
Model Refinement
Hyperparameter Tuning
Ethical and Societal Discussion
Teaching tools used by data science tutor
RStudio
Google Colab
Jupyter Notebook
Interactive data science classes
Chat for quick help
Weekend lessons
Open Q&A
Note taking
Record lessons
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