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Python, AP CSP & STEM Fundamentals

Taught by Ajaykumar R.S. — Python, AI, Computer Science & Math

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SAT & ACT Math Prep

SAT Math

Master the College Board domains with targeted strategies.

  • Algebra: Linear equations, inequalities, systems
  • Problem-Solving: Ratios, rates, percentages, data
  • Geometry & Trig: Triangles, circles, trig ratios
  • Advanced Math: Quadratics, exponential functions
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ACT Math

Comprehensive preparation across all ACT math domains.

  • Number & Quantity, Algebra, Functions
  • Geometry, Statistics & Probability
  • Integrating Essential Skills & Modeling
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High School Math

Geometry

  • • Angles, Lines & Transversals
  • • Congruence & Similarity
  • • Right Triangles & Trigonometry
  • • Area, Volume & Surface Area

Pre-Calculus

  • • Advanced Functions & Graphs
  • • Polynomials & Rational Functions
  • • Trigonometric Identities & Equations
  • • Sequences, Series & Limits intro

Calculus

  • • Limits & Continuity
  • • Derivatives & Applications
  • • Integrals & Area Under Curves
  • • Differential Equations basics

Python Programming Sequence

1. Basic Python

6 Weeks• 2 Classes/Week• $249

Learn the fundamentals of Python and build confidence with variables, logic, functions, modules, strings, collections, and problem-solving.

Topics

  • Week 1: Setup & Python Essentials
  • Week 2: Variables, Input/Output & Control Statements
  • Week 3: Functions
  • Week 4: Modules
  • Week 5: Strings & Collections
  • Week 6: Numbers, Dates & Mini Project

2. Advanced Python

8 Weeks• 2 Classes/Week• $299

Move beyond the basics with deeper Python concepts, structured programming, and application development.

Strengthen Python skills with advanced data structures, file handling, debugging, exception handling, and object-oriented programming.

Topics

  • Week 1: Dates, Times & Utility Modules
  • Week 2: Lists & Tuples
  • Week 3: Dictionaries & Sets
  • Week 4: File I/O & OS Basics
  • Week 5: Exception Handling
  • Week 6: Object-Oriented Programming
  • Week 7: Classes, Methods & Reusable Code
  • Week 8: Mini Application Project

3. Python for Databases, Data Science & Machine Learning

10 Weeks• 2 Classes/Week• $399

Apply Python to databases, data analysis, visualization, and introductory machine learning through practical projects.

Learn how Python works with SQL, databases, data analysis, Git/GitHub, visualization, and foundational machine learning concepts.

Topics

  • Week 1: Python Environments, Git/GitHub, Database Setup & Configuration
  • Week 2: SQL & Table Operations
  • Week 3: CRUD Operations & Python Integration
  • Week 4: ORM Fundamentals
  • Week 5: Data Analysis with Pandas
  • Week 6: Visualization & Reporting
  • Week 7: Statistics for Machine Learning
  • Week 8: Regression & Classification
  • Week 9: KNN, Decision Trees & Random Forest
  • Week 10: Final Data / ML Project

AP Computer Science

AP CSP

The 5 Big Ideas + Create Performance Task

  • Big Idea 1: Creative Development - Collaboration, program purpose
  • Big Idea 2: Data - Binary numbers, compression, insights
  • Big Idea 3: Algorithms & Prog - Variables, loops, modularity
  • Big Idea 4: Systems & Networks - Internet, parallel computing
  • Big Idea 5: Impact of Computing - Ethical/social impacts

AP CSA

Deep dive into Java object-oriented programming with MCQ + Free-Response practice.

  • Object-oriented programming in Java
  • Algorithms and data structures
  • Abstractions and problem solving
  • MCQ + Java Free-Response (FRQ) Practice

Ready to upgrade your skillset?

Whether it's building a strong foundation in Python or mastering AP Computer Science Principles, my goal is to give students practical analytical skills that put them ahead.

14+ Years Professional Experience

Sr AI/ML Cyber Security Architect

Focus on real-world applications