Programming and visualization are essential part of our course content. With plotting charts and graphs of various types, students learn the concepts listed below which are inclusive, not exhaustive. Students are also encouraged to bring their own topics, including the ones they might be studying in school during that time.

All the concepts start from the beginning and we climb the conceptual ladders faster or slower according to the comfort of the students. We assume our students have zero knowledge of any concept and if they already know, we are able to move faster.

1. Introduction to Euclidean geometry
2. Introduction to rigid transformations
3. Transformation properties and proofs
4. Translations
5. Rotations
6. Reflections
7. Dilations
8. Transformations & congruence
9. Triangle congruence from transformations
10. Congruent triangles
11. Theorems concerning triangle properties
12. Theorems concerning quadrilateral properties
13. Proofs of general theorems
14. Constructing lines & angles
15. Definitions of similarity
16. Introduction to triangle similarity
17. Angle bisector theorem
18. Pythagorean theorem and proofs
19. Sine & cosine of complementary angles
20. Ratios in right triangles
21. Distance and midpoints
22. Dividing line segments
23. Equations of parallel & perpendicular lines
24. Graphs of circles intro
25. Standard equation and Expanded equation of a circle
26. Focus and directrix of a parabola
27. Circle basics
28. Arc measure, Arc length (from degrees), Arc length (from radians)
29. Sectors, Inscribed angles
30. Properties of tangents
31. Constructing circumcircles & incircles
32. Cavalieri's principle and dissection methods
33. Volume and surface area
34. Density
35. Frequency tables and dot plots
36. Histograms, box, whisker and scatter plots
37. Mean and median in data displays and Interquartile range
38. Standard deviation
39. Comparing distributions
40. Percentiles and z-scores
41. Normal distributions and the empirical rule
42. Normal distribution calculations
43. Fitting trend lines to scatterplots
44. Introduction to planning a study
45. Introduction to experimental design
46. Probability, Permutations and Combinations
47. Venn diagrams and the addition rule
48. Probability using combinatorics
49. Probability distributions & expected value

• check Starting from basic of Python, the course covers advanced packages such as Numpy, Scipy, Pandas etc.
• check It covers data visualization tools like Matplotlib, Seaborn, ggplot and geoplotlib. It covers concepts of machine learning from basic to advanced and uses the libraries like Sklearn, Keras, TensorFlow, NLTK, RASA etc. It also covers use cases from Kaggle competitions to give real-life problem-solving experience.
• check To help people with less inclination to programming, we teach GUI based tools like Knime, Weka and Orange.
• check This course goes on to cover the live deployment in cloud and creating end-to-end pipeline of a real-life machine learning project. We use popular editing tools like Eclipse and Jupyter Notebook.

1. Introduction to physics
2. Acceleration, Displacement, velocity, and time
3. Kinematic formulas and projectile motion
4. One-dimensional motion and Two-dimensional motion
5. Forces and Newton's laws of motion
6. Normal force, contact force, balanced and unbalanced forces
7. Inclined planes and friction
8. Tension
9. Centripetal force and gravitation
10. Circular motion and centripetal acceleration
11. Newton's law of gravitation
12. Work and energy
13. Springs and Hooke's law
14. Impacts and linear momentum
15. Momentum and Impulse
16. Elastic and inelastic collisions
17. Torque, moments, and angular momentum
18. Rotational kinematics
19. Oscillations and mechanical waves
20. Simple harmonic motion
21. Introduction to mechanical waves
22. Sound: Oscillations and mechanical waves
23. The Doppler effect
24. Wave interference
25. Fluid Dynamics
26. Density and Pressure
27. Buoyant Force and Archimedes' Principle
28. Laws of thermodynamics
29. Temperature, kinetic theory, and the ideal gas law
30. Specific heat and heat transfer
31. Electric charge, field, and potential
32. Charge and electric force (Coulomb's law)
33. Electric potential energy, electric potential, and voltage
34. Ohm's law and circuits with resistors
35. Magnetic forces, magnetic fields, and Faraday's law
36. Introduction to Electromagnetic waves and interference
37. Geometric optics
38. Reflection and refraction
39. Michelson and Morley's luminiferous ether experiment
40. Quantum Physics
41. Photons, atoms and electrons
42. Quantum numbers and orbitals
43. Cosmology and astronomy
44. Stars, black holes and galaxies
45. Life on earth and in the universe

1. Atoms, compounds, and ions
2. Names and formulas of ionic compounds
3. Moles and molar mass
4. Isotopes
5. Mixtures
6. Mass spectrometry
7. molecular composition
8. Balancing chemical equations and types of chemical reactions
9. Stoichiometry
10. Limiting reagent stoichiometry
11. Molecular composition
12. Net ionic equations
13. Representations of reactions
14. Physical and chemical changes
15. History of atomic structure
16. Bohr's model of the hydrogen atom
17. Quantum numbers and orbitals
18. Electron configurations
19. Introduction to the periodic table
20. Periodic table trends
21. Types of chemical bonds
22. Bond energy, Solids
23. Dot structures and molecular geometry
24. Hybridization and hybrid orbitals
25. Ideal gas equation
26. Kinetic molecular theory
27. Non-ideal gas behavior
28. States of matter and intermolecular forces
29. Mixtures and solutions
30. Separating mixtures and solutions
31. Equilibrium constant
32. Acids, bases, and pH
33. Acid-base equilibria
34. Buffers, titrations, and solubility equilibria
35. Thermodynamics
36. Internal energy, Enthalpy, Entropy, Gibbs free energy
37. Oxidation-reduction reactions
38. Galvanic cells and standard cell potentials
39. Electrochemistry, thermodynamics, and equilibrium
40. Cell potentials under nonstandard conditions
41. Electrolytic cells and electrolysis
42. Reaction rates and rate laws
43. Relationship between reaction concentrations and time
44. Arrhenius equation and reaction mechanisms
45. Spectroscopy
46. Radioactive decay
47. Alkanes, cycloalkanes, and functional groups
48. Naming alkanes, cycloalkanes, and bicyclic compounds
49. Conformations of alkanes and cycloalkanes
50. Functional groups

1. Plotting and visualization of points, circles without sin, cos
2. Animation of basic shapes like points and stars
3. Applied plotting of various types of charts like bar, pie, line etc.
4. Plotting unit circle, concept of angle, radius, pi, degree, cos as left/right and sin as up/down
5. Place value digits in integers, fractions and decimals
6. Addition, subtraction, multiplication and division of integers, fractions and decimals
7. Estimation of numbers
8. Estimated addition, subtraction, multiplication and division of numbers
9. Scientific expression of numbers
10. Arithmetic operations with multiple operators and groups
11. Simple divisibility tests
12. Factors, prime numbers, coprimes, LCM and HCF
13. Concept of power (exponent)
14. Inequality of numbers
15. Law of proportion and verbal problems
16. Geometrical shapes their classifications and properties
17. Area, perimeter and volumes of basic geometrical shapes
18. Units of measurements and their conversions
19. Concept of difference between two sets of numbers
20. Series and tabular data, mean, median and frequency
21. Algebric expressions
22. Solving equations and writing them in concise (matrix) form