Pradeep P

I have a good academic record and five years of teaching experience. I am competent in programming, mathematics, data analysis, electronics, and finance. I have also done projects related to web application development and system administration. I can help students learn Python programming, Mathematics, SQL, Power BI, Excel, and Electronics.

My teaching style varies depending on the student. Overall I prefer a hands on practice approach in teaching.

In mathematics I can teach basic mathematics, linear algebra, differential and integral calculus, probability and random variables, vector algebra, and transform theory.

For Python programming course, I will teach basics of Python programming and numpy, pandas, and matplotlib libraries. For students who need Python programming for machine learning, I will teach them scikit learn and keras libraries in addition to the basic Python programming libraries. Requests from teach other Python libraries not listed of can be considered.

The general course structure and duration of the course is given below.

Programming using Python:
1. Install Python and use Jupyter Notebook to execute few basic programs in Python - 2 hours.
2. Python data types - 3 hours.
3. Python loops - 2 hours.
4. Numeric computing using numpy - 3 hours.
5. Using pandas for playing with data - 3 hours.
6. Using matplotlib for plotting visualizations - 3 hours.

Machine learning using Python Programming:
1. Machine learning basics - 3 hours.
2. Machine learning using Scikit learn - 3 hours.
3. Deep learning using Keras - 3 hours.

I can teach Excel to an advanced level.