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Dhruvil
- Rate S$12
- Response 11h
-
Students4
Number of students accompanied by Dhruvil since their arrival at Superprof
Number of students accompanied by Dhruvil since their arrival at Superprof
S$12/h
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- Python
- Artificial Intelligence
Learn data science, machine learning and NLP the way that gets you job offers.
- Python
- Artificial Intelligence
Lesson location
About Dhruvil
I have been working as a Machine Learning Engineer for 3+ years. I also have research experience in Computer Vision, NLP, Deep Learning and Recommendation SYstems. I did my bachelor's from IIT Guwahati.
I have cracked around 10+ Machine Learning Interviews and have been an interviewer for placements at IIT Bombay. I know my way out in the industry and can help you build your way.
About me - (concealed information)
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About the lesson
- All levels
- English
All languages in which the lesson is available :
English
Data Science is about three things - Asking the right questions, Implementing ideas and inferring from data. The plan is to take anyone through to the following (depending on what level you are at) -
1. Fundamentals of statistics and programming (Python)
2. Implementing numeric operations and data wrangling in NumPy and Pandas.
3. Intro to ML using scikit-learn. Covering ML classical models Regression, Trees, SVMs.
4. Choosing the right metrics for your project.
5. Understanding, debugging and tuning the model performance.
6. How to perform error analysis? How to interpret the model (using tools like LIME and SHAP).
7. Working with text (NLP) and images.
8. Text classification project.
Optional
9. Intro to Neural Networks and Deep Learning
10. Building your deep-learning models in Keras or PyTorch.
11. Regularization and Improving model performance.
12. NER project
13. How to prepare for an interview + Resume building
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Rates
Rate
- S$12
Pack rates
- 5h: S$60
- 10h: S$120
Travel
- + S$300
online
- S$12/h
Details
Rates for single and bulk classes vary and depends on the requirements.
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