Doing Math with Python
- Description
- Curriculum
- FAQ
- Reviews
With this course, we’ll go through the nice book “Doing Math with Python” (authored by Amit Saha) in full detail, demo to you every touched mathematical topics, like
-
manipulating units of measurement;
-
examining projectile motion;
-
calculating mean, median, and mode;
-
determining linear correlation;
-
solving algebraic equations;
-
describing the motion of a simple pendulum;
-
simulating dice games;
-
creating geometric shapes;
-
and finding the limits, derivatives, and integrals of functions.
After the course, you’ll be able write programes to take numbers and formulas as input, do the tedious calculations needed, and then spit out the solution or draw a graph.
You’ll have chances to follow several programming challenges, you’ll find those programs are powerful calculators for solving math problems. You’ll also find the solutions to equations, calculate the correlation between sets of data, and determine the maximum value of a function, among other tasks. You’ll also take some practice to simulate real-life events, such as projectile motions, a coin toss, or a die roll.
As mentioned by the book author, I do hope “you’ll find that this new context for ‘doing math’ makes learning both programming and math more exciting, fun, and rewarding.”
So, what you’re still waitomg fpr? Let’s start now and good luck!
-
201-01 Basic Mathematical OperationsVideo lesson
-
301-02 Labels: Attaching Names to Numbers, 01-03 Differnt Kind s of NumbersVideo lesson
-
401-04 Getting User InputVideo lesson
-
501-05 Writing Programs that Do the Math (Part 1)Video lesson
-
601-05 Writing Programs that Do the Math (Part 2) - Multiplication TableVideo lesson
-
701-05 Writing Programs that Do the Math (Part 3) - Measurement Unit ConverterVideo lesson
-
801-05 Writing Programs that Do the Math (Part 4) - One Math CalculatorVideo lesson
-
9Challenges #1: Even-Odd Vending MachineVideo lesson
-
10Challenges #2: Enhanced Multiplication Table GeneratorVideo lesson
-
11Challenges #3: Enhanced Unit ConverterVideo lesson
-
12Challenges #4: Fraction CalculatorVideo lesson
-
13Challenges #5: Give Exit Power to the UserVideo lesson
-
1402-01 Understanding the Cartesian Coordinate PlaneVideo lesson
-
1502-02 Working with Lists and TuplesVideo lesson
-
1602-03 Creating Graphs with Matplotlib (& pylab)Video lesson
-
1702-04 Plotting with Formulas (Part 1) - Newtons Las of Universal GravitationVideo lesson
-
1802-04 Plotting with Formulas (Part 2) - Projectile MotionVideo lesson
-
1902-05 Programming Challenges #1: Vary Temperature in a DayVideo lesson
-
2002-05 Programming Challenges #2: Visualize Quadratic FunctionVideo lesson
-
2102-05 Programming Challenges #3: Enhanced Projectile Trajectory Comaprison Prog.Video lesson
-
2202-05 Programming Challenges #4: Visualizing Your ExpensesVideo lesson
-
2302-05 Programming Challenges #5: Relationship between Fib. Seq. & Golden RatioVideo lesson
-
2403-01 Find the MeanVideo lesson
-
2503-02 Find the MedianVideo lesson
-
2603-03 Finding the Mode and Creating a Frequency TableVideo lesson
-
2703-04 Measuring the DispersionVideo lesson
-
2803-05 Calculate the Correlation (Part 1)Video lesson
-
2903-05 Calculate the Correlation (Part 2)Video lesson
-
3003-06 Scatter PlotsVideo lesson
-
3103-07 Reading Data from Files (Part 1): Text FileVideo lesson
-
3203-07 Reading Data from Files (Part 2): CSV FileVideo lesson
-
3303-08 Programming Challenges #1: Better Correlation Coefficient-Finding ProgramVideo lesson
-
3403-08 Programming Challenges #2: Statistics CalculatorVideo lesson
-
3503-08 Programming Challenges #3: Experiment with Other CSV DataVideo lesson
-
3603-08 Programming Challenges #4: Finding the Percentile (1)Video lesson
-
3703-08 Programming Challenges #4: Finding the Percentile (2)Video lesson
-
3803-08 Programming Challenges #5: Generate a Grouped Frequency TableVideo lesson
-
3904-00 Installing and Configuring SymPyVideo lesson
-
4004-01 Defining Symbols and Symbolic OperationsVideo lesson
-
4104-02 Working with ExpressionsVideo lesson
-
4204-03 Solving EquationsVideo lesson
-
4304-04 Plotting Using SymPyVideo lesson
-
4404-05 Programming Challenges #1: Factor FinderVideo lesson
-
4504-05 Programming Challenges #2: Graphical Equation SolverVideo lesson
-
4604-05 Programming Challenges #3: Summing a SeriesVideo lesson
-
4704-05 Programming Challenges #4: Solving Single-Variable InequalitiesVideo lesson
-
4805-01 What is a Set? (1) - Concepts, Set ConstructionVideo lesson
-
4905-01 What is a Set? (2) - Sets RelationshipsVideo lesson
-
5005-01 What is a Set? (3) - Set OperationsVideo lesson
-
5105-02 Probability (0) Concept (1) Or (2) AndVideo lesson
-
5205-02 Probability (3) Generating Random NumbersVideo lesson
-
5305-02 Probability (4) Non-Uniform Random NumbersVideo lesson
-
5405-03 Programming Challenges #1: Using Venn Diagrams to Visual Relation of SetsVideo lesson
-
5505-03 Programming Challenges #2: Law of Large NumbersVideo lesson
-
5605-03 Programming Challenges #3: How Many Tosses Before You Run Out of Memory?Video lesson
-
5705-03 Programming Challenges #4: Shuffling a Deck of CardsVideo lesson
-
5805-03 Programming Challenges #5: Estimating the Area of a CircleVideo lesson
-
5906-01 Drawing Geometrics Shapes with Matplotlib's Patches #1: Drawing a CircleVideo lesson
-
6006-01 Drawing Geometrics Shapes with Matplotlib's Patches #2 Create Animate Fig.Video lesson
-
6106-01 Drawing Geometrics Shapes with Matplotlib's Patches #3 Anim. Proj. Trajec.Video lesson
-
6206-02 Drawing Fractals #1: Transformations of Points in a PlaneVideo lesson
-
6306-02 Drawing Fractals #2 Drawing the Barnsley FernVideo lesson
-
6406-03 Programming Challenges #1 Packing Circles into a SquareVideo lesson
-
6506-03 Programming Challenges #2 Draw Sierpinski TriangleVideo lesson
-
6606-03 Programming Challenges #3 Explore Henon's FunctionVideo lesson
-
6706-03 Programming Challenges #4 Drawing Mandelbrot Set (part 1 & 2)Video lesson
-
6806-03 Programming Challenges #4 Drawing Mandelbrot Set (Part 3)Video lesson
-
6907-01 What is a FunctionVideo lesson
-
7007-02 Assumption in SymPy, 07-03 Finding the Limit of FunctionsVideo lesson
-
7107-04 Finding the Derivative of FunctionsVideo lesson
-
7207-05 Higher-Order Derivatives and Finding the Maxima and MinimaVideo lesson
-
7307-06 Finding the Global Maximum using Gradient Ascent #0 and #1Video lesson
-
7407-06 Finding the Global Maximum using Gradient Ascent #2 and #3Video lesson
-
7507-07 Finding the Integrals of Functions, 07-08 Probability Density FunctionsVideo lesson
-
7607-09 Programming Challenges #1: Verify the Continuity of a Function at a PointVideo lesson
-
7707-09 Programming Challenges #2: Implement the Gradient DescentVideo lesson
-
7807-09 Programming Challenges #3: Area Between Two CurvesVideo lesson
-
7907-09 Programming Challenges #4: Finding the Length of a CurveVideo lesson
External Links May Contain Affiliate Links read more