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Contenidos del curso

MÓDULO 1. Working with Numbers

Lecciones

• 1 Basic Mathematical Operations
• 2 Labels: Attaching Names to Numbers
• 3 Different Kinds of Numbers
• 4 Getting User Input
• 5 Writting Programs That Do the Math for You
• 6 What You Learned

MÓDULO 2. Visualizing Data with Graphs

Lecciones

• 7 Understanding the Cartesian Coordinate Plane
• 8 Working with Lists and Tuples
• 9 Creating Graphs with Matplotlib
• 10 Plotting with Formulas
• 11 What you Learned

MÓDULO 3. Describing Data with Statistics

Lecciones

• 12 Finding the Mean
• 13 Finding the Median
• 14 Finding the Mode and Creating a Frecuency Table
• 15 Measuring the Dispersion
• 16 Calculating the Correlation Between Two Data Sets
• 17 Scatter Plots
• 18 Reading Data from Files
• 19 What you Learned

MÓDULO 4. Algebra and Symbolic Math with Sympy

Lecciones

• 20 Defining Symbols and Symbolic Operations
• 21 Working with Expressions
• 22 Solving Equations
• 23 Plotting Using SymPy
• 24 What You Learned

MÓDULO 5. Playing with Sets and Probability

Lecciones

• 25 What´s a Set?
• 26 Probability
• 27 What You Learned

MÓDULO 6. Drawing Geometric Shapes and Fractals

Lecciones

• 28 What is a Drawing Geometric Shapes with Matplotlib´s Patches
• 29 Drawing Fractals
• 30 What you Learned

MÓDULO 7. Solving Calculus Problems

Lecciones

• 31 What is a Function?
• 32 Assumptions in Sympy
• 33 Finding the Limit of Functions
• 34 Higher-Order Derivatives and Finding the Maxima and Minima
• 35 Finding the Global Maximum Using Gradient Ascent
• 36 Finding the Integrals of Functions
• 37 Probability Density Functions
• 38 What you Learned