├── .gitattributes ├── .gitignore ├── .idea ├── The-Python-Mathematics-Workshop.iml ├── deployment.xml ├── libraries │ └── R_User_Library.xml ├── misc.xml ├── modules.xml ├── vcs.xml └── workspace.xml ├── Chapter01 ├── Activity1.01 │ ├── Sudoku_Solver.ipynb │ ├── my_test_1_1.py │ └── sudoku_input │ │ ├── sudoku_input_1.txt │ │ └── sudoku_input_2.txt ├── Code Samples.ipynb ├── Exercise1.01 │ ├── Divisibility_with_Conditionals.ipynb │ ├── my_test_1_1.py │ └── output.txt ├── Exercise1.02 │ ├── Number_Guessing_Game.ipynb │ └── my_test_1_2.py ├── Exercise1.03 │ ├── Multi_dimensional_Lists.ipynb │ └── my_test_1_3.py ├── Exercise1.04 │ ├── Shopping_Cart_Calculations.ipynb │ └── my_test_1_4.py ├── Exercise1.05 │ ├── Finding_the_Maximum.ipynb │ └── my_test_1_5.py ├── Exercise1.06 │ ├── The_Tower_of_Hanoi.ipynb │ └── my_test_1_6.py ├── Exercise1.07 │ ├── The_N_Queens_Problem.ipynb │ └── my_test_1_7.py ├── Exercise1.08 │ ├── concurrency_test.py │ ├── counter.py │ └── my_test_1_8.py └── Exercise1.09 │ ├── Version_Control_with_Git_and_GitHub.ipynb │ ├── input.txt │ └── my_test_1_9.py ├── Chapter02 ├── Activity2.01 │ ├── Analyzing_the_Communities_and_Crimes_Dataset.ipynb │ ├── CommViolPredUnnormalizedData.txt │ └── my_test_2_1.py ├── Code Samples.ipynb ├── Exercise2.01 │ ├── Timing_Vectorization_in_NumPy.ipynb │ └── my_test_2_1.py ├── Exercise2.02 │ ├── Data_Table_Manipulation.ipynb │ ├── dataset.csv │ ├── my_test_2_2.py │ └── output.csv ├── Exercise2.03 │ ├── The_Student_Dataset.ipynb │ └── my_test_2_3.py └── Exercise2.04 │ ├── Visualization_of_Probability_Distributions.ipynb │ └── my_test_2_4.py ├── Chapter03 ├── Activity3.01 │ ├── Analyzing_the_Communities_and_Crimes_Dataset.ipynb │ ├── CommViolPredUnnormalizedData.txt │ └── my_test_3_1.py ├── Code Samples.ipynb ├── Exercise3.01 │ ├── Visualizing_Weather_Percentages.ipynb │ ├── my_test_3_1.py │ └── weather_data.csv ├── Exercise3.02 │ ├── Min_Max_Scaling.ipynb │ ├── data.csv │ └── my_test_3_2.py ├── Exercise3.03 │ ├── Visualization_of_Probability_Distributions.ipynb │ └── my_test_3_3.py ├── Exercise3.04 │ ├── Identifying_and_Testing_Mean_Equality.ipynb │ ├── data.csv │ └── my_test_3_4.py └── Exercise3.05 │ ├── Model_Selection.ipynb │ └── my_test_3_5.py ├── Chapter04 ├── Activity4.01 │ ├── Multi_Var_Break_Even_Analysis.ipynb │ └── my_test_4_1.py ├── Code Samples.ipynb ├── Exercise4.01 │ ├── Identifying Functions from Plots.ipynb │ └── my_test_4_1.py ├── Exercise4.02 │ ├── Identifying Transformations from Plots.ipynb │ └── my_test_4_2.py ├── Exercise4.03 │ ├── Introduction_to_Break_Even_Analysis.ipynb │ └── my_test_4_3.py └── Exercise4.04 │ ├── Matrix_Solution.ipynb │ └── my_test_4_4.py ├── Chapter05 ├── Activity5.01 │ ├── Calculate_Your_Retirement_Plan_Using_Series.ipynb │ └── test_activity_5_1.ipynb ├── Exercise5.01 │ ├── Determining_the_nth_Term_of_an_Arithmetic_Sequence_and_Arithmetic_Series.ipynb │ └── test_5_1.ipynb ├── Exercise5.02 │ ├── A_Function_to_Find_the_Next_Term_of_the_Sequence.ipynb │ └── test_5_2.ipynb ├── Exercise5.03 │ ├── Creating_a_Custom_Recursive_Sequence.ipynb │ └── test_5_3.ipynb ├── Exercise5.04 │ ├── Plotting_a_Right_Angled_Triangle.ipynb │ └── test_5_4.ipynb ├── Exercise5.05 │ ├── Find_the_Shortest_Way_to_the_Treasure_Using_Inverse_Trigonometric_Functions.ipynb │ └── test_5_5.ipynb ├── Exercise5.06 │ ├── Finding_the_Optimal_Distance_From_an_Object.ipynb │ └── test_5_6.ipynb ├── Exercise5.07 │ ├── Visualizing_Vectors.ipynb │ └── test_5_7.ipynb └── Exercise5.08 │ ├── Conditional_Multiplications_of_Complex_Numbers.ipynb │ └── test_5_8.ipynb ├── Chapter06 ├── Activity6.01 │ ├── churchill.txt │ ├── markov_prediction.ipynb │ ├── markov_prediction.py │ └── test_markov_prediction.py ├── Exercise6.01 │ ├── earth_sun_dist.ipynb │ ├── earth_sun_distance.py │ └── test_earthsun.py ├── Exercise6.02 │ ├── matrixsearch.ipynb │ ├── matrixsearch.py │ └── test_matrixsearch.py ├── Exercise6.03 │ ├── linear.ipynb │ ├── linear_matrix.py │ └── test_linear.py ├── Exercise6.04 │ ├── markov_property.ipynb │ ├── markov_property.py │ └── test_markov.py └── data │ └── churchill.txt ├── Chapter07 ├── Activity7.01 │ ├── Activity.ipynb │ └── test_activity.py ├── Code Samples.ipynb ├── Exercise7.01 │ ├── Using_a_String_Column_to_Produce_a_Numerical_Column.ipynb │ └── test_7_1.py ├── Exercise7.02 │ ├── Calculating_Descriptive_Statistics.ipynb │ └── test_7_2.py ├── Exercise7.03 │ ├── Practicing_EDA.ipynb │ └── test_7_3.py ├── README.md ├── data │ └── appstore_games.csv └── scripts │ ├── data_preparation.py │ └── data_preparation2.py ├── Chapter08 ├── Activity8.01 │ ├── Using_the_Normal_Distribution_in_Finance.ipynb │ └── test_activity.py ├── Exercise8.01 │ ├── Sampling_With_and_Without_Replacement.ipynb │ └── test_8_1.py ├── Exercise8.02 │ ├── Calculate_Average_Wins_in_Roulette.ipynb │ └── test_8_2.py ├── Exercise8.03 │ ├── Checking_If_a_Random_Variable_Follows_a_Binomial_Distribution.ipynb │ └── test_8_3.py ├── Exercise8.04 │ ├── Using_the_Normal_Distribution_in_Education.ipynb │ └── test_8_4.py ├── README.md ├── code-samples-chapter-8.ipynb └── data │ ├── MSFT.csv │ ├── PG.csv │ └── appstore_games.csv ├── Chapter09 ├── Activity9.01 │ ├── Activity.ipynb │ ├── activity_test.py │ └── pisa_test_scores.csv ├── Confidence_Interval_for_a_Proportion │ ├── prop_conf_int.ipynb │ └── prop_conf_int_test.py ├── Exercise9.01 │ ├── coin_flip_scenario.ipynb │ └── coin_flip_scenario_test.py ├── Exercise9.02 │ ├── coin_flip_scenario_2.ipynb │ └── coin_flip_scenario_2_test.py ├── Exercise9.03 │ ├── roulette_simulation.ipynb │ └── roulette_simulation_test.py ├── Exercise9.04 │ ├── sample_from_uniform_dist.ipynb │ └── sample_from_uniform_dist_test.py ├── Exercise9.05 │ ├── sample_from_exp_dist.ipynb │ └── sample_from_exp_dist_test.py ├── Exercise9.06 │ ├── z_conf_int.ipynb │ └── z_conf_int_test.py ├── Exercise9.07 │ ├── z_test.ipynb │ └── z_test_test.py ├── Exercise9.08 │ ├── t_test.ipynb │ └── t_test_test.py ├── Exercise9.09 │ ├── 2sampTTest.py │ └── twosampTTest.ipynb ├── Exercise9.10 │ ├── linereg.ipynb │ ├── linereg_test.py │ └── winequality-red.csv ├── Proportional_Z_Test │ ├── z_prop_test.ipynb │ └── z_prop_test_test.py └── Small_Sample_Confidence_Interval │ ├── t_conf_int.ipynb │ └── t_conf_int_test.py ├── Chapter10 ├── Activity10.01 │ ├── Maximum_Circle_to_Cone_Volume.ipynb │ └── test_10_activity.py ├── Calculus Chapter 10.ipynb ├── Examples │ ├── Calculating_Integrals.ipynb │ ├── Finding_the_Equation_of_the_Tangent_Line.ipynb │ ├── Using_Derivatives_to_Solve_Optimization_Problems.ipynb │ ├── Using_Integrals_to_Solve_Applied_Problems.ipynb │ ├── Using_Trapezoids.ipynb │ └── Writing_the_Derivative_Function.ipynb ├── Exercise10.01 │ └── Find_the_Derivatives_of_Other_Functions.ipynb ├── Exercise10.02 │ ├── Find_the_Area_Under_a_Curve.ipynb │ └── test_exer_10_2.py ├── Exercise10.03 │ ├── Find_the_Volume_of_a_Solid_of_Revolution.ipynb │ └── test_ex_10_3 ├── Exercise10.04 │ ├── Find_the_Quickest_Route.ipynb │ └── test_ex_10_4.py ├── Exercise10.05 │ ├── The_Box_Problem.ipynb │ └── test_exer_10_5.py ├── Exercise10.06 │ ├── The_Optimal_Can.ipynb │ └── test_exer_10_6.py ├── Exercise10.07 │ ├── Two_Ships.ipynb │ └── test_exer_10_7.py └── SurfaceIntegral ├── Chapter11 ├── Activity11.01 │ ├── Finding_the_Minimum_of_a_Surface.ipynb │ └── test_activity_1.py ├── Examples │ ├── A_20th_Century_Formula.ipynb │ ├── Area_of_a_Surface.ipynb │ ├── Length_of_a_Curve1.ipynb │ ├── Length_of_a_Curve2.ipynb │ ├── Length_of_a_Curve3.ipynb │ └── Length_of_a_Spiral.ipynb ├── Exercise11.01 │ ├── Finding_the_Length_of_a_Curve.ipynb │ └── test_11_1.py ├── Exercise11.02 │ ├── Finding_the_Length_of_a_Sine_Wave.ipynb │ └── test_11_2.py ├── Exercise11.03 │ ├── Finding_the_Length_of_the_Polar_Spiral_Curve.ipynb │ └── test_11_3.py ├── Exercise11.04 │ ├── Finding_the_Length_of_Insulation_in_a_Roll.ipynb │ └── test_11_4.py ├── Exercise11.05 │ ├── Finding_the_Length_of_an_Archimedean_Spiral.ipynb │ └── test_11_5.py ├── Exercise11.06 │ ├── Finding_the_Area_of_a_3D_Surface_Part_1.ipynb │ └── test_11_6.py ├── Exercise11.07 │ ├── Finding_the_Area_of_a_3D_Surface_Part_2.ipynb │ └── test_11_7.py ├── Exercise11.08 │ ├── Finding_the_Area_of_a_Surface_Part_3.ipynb │ └── test_11_8.py ├── Exercise11.09 │ ├── Calculating_10_Correct_Digits_of_π.ipynb │ └── test_11_9.py ├── Exercise11.10 │ ├── Calculating_the_Value_of_π_Using_Eulers_Expression.ipynb │ └── test_11_10.py ├── Exercise11.11 │ ├── Determining_the_Interval_of_Convergence_Part_1.ipynb │ └── test_11_11.py ├── Exercise11.12 │ ├── Determining_the_Interval_of_Convergence_Part_2.ipynb │ └── test_11_12.py └── Exercise11.13 │ ├── Finding_the_Constant.ipynb │ └── test_11_13.py ├── Chapter12 ├── Activity12.01 │ ├── Finding_the_Velocity_and_Location_of_a_Particle.ipynb │ └── test_activity.py ├── Exercise12.01 │ ├── Calculating_Interest.ipynb │ └── test_example_1.py ├── Exercise12.02 │ ├── Calculating_Compound_Interest_Part_1.ipynb │ └── test_2.py ├── Exercise12.03 │ ├── Calculating_Compound_Interest_Part_2.ipynb │ └── test_3.py ├── Exercise12.04 │ ├── Calculating_Compound_Interest_Part_3.ipynb │ └── test_4.py ├── Exercise12.05 │ ├── Becoming_a_Millionaire.ipynb │ └── test_5.py ├── Exercise12.06 │ ├── Calculating_the_Population_Growth_Rate_Part_1.ipynb │ └── test_6.py ├── Exercise12.07 │ ├── Calculating_the_Population_Growth_Rate_Part_2.ipynb │ └── test_7.py ├── Exercise12.08 │ ├── Measuring_Radioactive_Decay.ipynb │ └── test_8.py ├── Exercise12.09 │ ├── Measuring_the_Age_of_a_Historical_Artifact.ipynb │ └── test_9.py ├── Exercise12.10 │ ├── Calculating_the_Time_of_Death.ipynb │ └── test_10.py ├── Exercise12.11 │ ├── Calculating_the_Rate_of_Change_in_Temperature.ipynb │ └── test_11.py ├── Exercise12.12 │ ├── Projectile.ipynb │ └── Solving_Mixture_Problems_Part_1.ipynb ├── Exercise12.13 │ ├── Solving_Mixture_Problems_Part_2.ipynb │ └── test_13.py ├── Exercise12.14 │ ├── Solving_Mixture_Problems_Part_3.ipynb │ └── test_14.py ├── Exercise12.15 │ ├── 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