In this full course, you will learn how to think in types in order to write Python code. The course begins with a quick introduction to Python and then moves on to show how to set up an alias, create variables, and use type hinting. You will also learn how to write print statements and use flow control statements.
00:00:00 This 1-hour video tutorial explains how to learn Python by thinking in types. The instructor, Anil Kulkani, shows how to use the code editor and online compiler to create simple programs.
00:05:00 This 1-minute video introduces the basics of Python programming, including how to install Python and set up a development environment. The next video will show how to write Python code.
00:10:00 This video demonstrates how to set up an alias in order to speed up the process of typing Python 3 and Pip 3. The alias will allow you to type Python 3 and Pip 3 simply by typing "Python 3" and "Pip 3", respectively. In addition, the video demonstrates how to create a hello world program.
00:15:00 This video introduces the concept of variables in Python, and shows how to create and use them in a scenario involving Lewis planning a picnic.
00:20:00 In this video, the creator explains how variables work in Python. He shows how to create variables, assign values to them, and print out their values. He then goes on to explain how variables are stored in memory and how they are treated in a practical setting.
00:25:00 In this video, the author discusses how variables in Python are declared and how different styles work.
00:30:00 In this video, an introduction to the Python programming language is provided, including an overview of primitive data types. Variables are introduced and assigned values to, including strings, integers, floats, and booleans. The various formatting options for code are discussed, and black is installed as an optional dependency. Finally, styling of code is covered.
00:35:00 This video teaches how to use Python's string formatting features to produce desired outputs. The video first demonstrates how to create and use variables to store strings. It then demonstrates how to format strings using curly brackets and print them out. It concludes with a demonstration of how to create and use a program with a bug.
00:40:00 This video introduces you to the concept of type hinting, which is a programming technique that allows you to indicate to Python which variable should always contain a specific type of data. The video then demonstrates how to use type hinting to create a variable that always contains a string value, and how to use it to indicate that a variable should contain a specific type of data. Finally, the video demonstrates how to use type hinting to indicate that a variable should not contain any data.
00:45:00 In this video, the instructor demonstrates how to create and use variables in a Python program. He explains that variables in Python can have a string, float, or bool type. He also shows how to print the values of variables.
00:50:00 This video demonstrates how to write print statements in Python that make sense, by creating a formatted string and then printing it.
00:55:00 In this video, the author introduces flow control statements, explains how they work, and shows how to use them to take decisions. Flow control statements include if and else, while and do, and some other statements.
This video provides an overview of how to think in types when programming in Python. It uses the example of a game to demonstrate how to use types to create a logical framework for the game. Finally, it explains how to write code to implement the logic.
01:00:00 In this video, the author shows how to write simple if and else blocks in Python to check conditions. They then introduce more complex statements, such as and and or, to make more complex checks. When writing compound if and else blocks, they show how to handle cases where the age is less than 16 on Earth but greater than 100 on another planet. Finally, they show how to save and run the code, and the code produces the desired output.
01:05:00 This video tutorial teaches Python by teaching the basics of types and how to use the comparison operator and else if statement. It then moves on to the else statement, which allows for conditional statements. If all of the conditions in a given statement are met, the code will execute the statement following the else if. If one of the conditions in the statement is not met, the code will instead jump to the else statement, which will print out the user's message if they are not eligible for a license on the planet they are currently on.
01:10:00 In this video, computer scientist Wes McKinney teaches how to think in types using the example of a math problem. He discusses how an or statement evaluates to true, and how to solve mathematical problems using type assertions. He then shows how to use the same technique to solve a different problem, involving a migrating alien's planet. Finally, he shows how to debug Python code using the IPython shell.
01:15:00 In this video, the instructor introduces the concepts of types, flow control, and loops. He demonstrates how to use a for loop to iterate over a string of characters, and a while loop to keep asking a user for input until they guess the correct answer.
01:20:00 This video covers the basics of Python programming, teaching users how to think in types and avoid mistakes by converting string values to lowercase. The video demonstrates how to create an event and blocks, and how to handle a situation where the guess is not correct.
01:25:00 In this video, the instructor provides an overview of how to think in types in order to write Python code more accurately. He explains how to create a variable to keep track of which input the program is asking for, and how to use a while loop to keep asking for input until the user enters the correct answer. Finally, he demonstrates how to use a break statement to break out of the while loop if the user enters the incorrect answer.
01:30:00 This video explains how to use the match statement to match a string against a set of values. The default case is used if the string does not match any of the values in the set.
01:35:00 In this video, the instructor introduces the concept of types, and how they can be used in Python programming. He then walks through a simple example of a game, and demonstrates how to use types to create a logical framework for the game. Finally, he explains how to write code to implement the logic.
01:40:00 In this video, the presenter explains how they plan to defeat Thanos by simulating an attack using Python. They first define several variables, including an attack power for Iron Man (250) and a life for Thanos (1500). They then discuss how constants can be used to keep values constant throughout a program. Finally, they outline a strategy for defeating Thanos using the variables they have created.
01:45:00 The video explains how to create pairs in Python, and how to use if and else blocks to test which pairs of superheroes are attacking Thanos. It also shows how to output a message to the user explaining the pairs and their status. Finally, it demonstrates how to run the program.
01:50:00 The video discusses how to think in types when programming, and provides an example of how to code a circuit breaker for a while loop. The video also discusses how to display winning and losing messages in a user-friendly manner.
01:55:00 This video teaches Python by teaching how to simulate an attack using data structures. The most important part is how to implement the logic, and after doing this, the video shows how to save the game and end the section.
This video provides a brief introduction to Python, demonstrating how to use types to generate random integers and superheroes. The speaker also demonstrates how to use these integers to generate a villain.
02:00:00 In this video, Jordan Peterson explains how to use lists in Python. A list is a data structure that allows us to group data together. We create a list and then use a for loop to print out a greeting message to each of our friends. Finally, Lewis illustrates how to remove a friend from a list using an inbuilt function.
02:05:00 In this video, Nico is the last element of a list, and the method of removing an element using a while loop is demonstrated. The video then shows how to add a new element to the list using the append function, and how to check if a given element is in the list using an if statement. Finally, Luis asks Lewis a question and Lewis confirms that Roku is in the list.
02:10:00 In this video, the author shows how to think in types to create and work with tuples in Python. Tuples are a data structure that allow for grouping of multiple items together, similar to lists but with stricter indexing. The author demonstrates how to create and use a tuple by creating a subjects list of mathematics, science, and history, and then demonstrates how to add items to the list using the appropriate typing. Finally, the author shows how to remove an item from the list using different methods.
02:15:00 In this video, a Tuples data type is introduced, and the way to define its type is to put square brackets around the data and then specify the data type for each element. Lewis signs up for three subjects in a simple loop, and then the school wants him to take another three subjects to get his full credits. Tuples can't be modified, and two different Tuples can be combined to create a new Tuuple. Finally, Lewis chooses his favorite subject, Python, and prints out his all subjects tuple.
02:20:00 In this video, Lewis explains how to think in types when programming in Python. First, he demonstrates how to check for an element inside a tuple using if and else blocks. Next, he demonstrates how to create and use dictionaries. Finally, he demonstrates how to combine multiple concepts by thinking in types.
02:25:00 In this video, the instructor demonstrates how to use for loops and if statements to check if a student has passed all of their subjects. There are a couple of limitations to this syntax, but overall it is a simple way to check if a student has passed all of their subjects.
02:30:00 This video shows how to use the get method to get values from a dictionary, and how to use if and else blocks to print meaningful statements.
02:35:00 In this video, Lewis demonstrates how to create a set of unique alphabets from a string using the set() function in Python.
02:40:00 This video demonstrates how to create a set of unique words using the Python string manipulation function, split. Next, the video shows how to update the set using new values. Finally, the video demonstrates how to add new words to the set.
02:45:00 In this video, the author teaches how to think in types when working with data structures in Python. First, the author defines a constant for an Iron Man character. Next, the author creates more superheroes, and defines their types using aliases. Finally, the author shows how to define a constant for a character's life.
02:50:00 This video discusses how to think in types when programming, using the example of creating superheroes and supervillains. The video shows how to use the Python keyword range to select a random integer from a list. Next, it shows how to randomly choose a superhero or supervillain from a list, using the command random.integers. Finally, it shows how to randomly choose a superhero or supervillain for a fight, by using the for loop.
02:55:00 In this video, the speaker provides a brief introduction to Python, demonstrating how to use types to generate random integers and superheroes. The speaker also demonstrates how to use these integers to generate a villain.
This video demonstrates how to use functions in Python to improve code readability and prevent errors. It covers how to create functions that take a given number of arguments, get a single argument from a list, and get a list of arguments from a given index.
03:00:00 In this video, the author discusses how range functions can be used to calculate the life of superheroes and super villains. The author also demonstrates how to implement the attack function using range.
03:05:00 This video demonstrates how to create an enum of pizza sizes, colors for t-shirts, and rules for employees, among other things. The author explains how enums work behind the scenes and how to create and use functions.
03:10:00 The video introduces the concept of functions, and demonstrates how to create a better version of a function that does not return anything. It also demonstrates how to invoke a function using the brackets.
03:15:00 In this video, Python instructor Wes Bos explains how to return values from a function using the type keyword. The function takes one input, a string, and transforms it into a greeting message. The caller function is responsible for handling the return values, and examples are given of how to do this using the Python shell.
03:20:00 In this video, the author discusses how to think in types when programming, using an example of a function to calculate a weight. He also discusses the single responsibility principle, which states that a function should have only one task.
03:25:00 This video introduces a function to display all of the flying and non-flying friends in a dictionary. The function creates a side effect, so it is not returnable. The for loop iterates over the list of friends and checks if any of them can fly. If the friend can fly, the function prints out the name and weight in kilograms.
03:30:00 In this video, Python instructor Michael Foord demonstrates how to create functions with a single responsibility, work with variable arguments and keyword arguments, and unpack data structures. He then demonstrates how to use this functionality in a situation where the function needs to take unknown number of arguments.
03:35:00 This video shows how to use variable argument and keyword arguments in a Python program. The first section shows how to declare and use a variable argument. The next section shows how to add type hints to a variable argument so that the data type of the argument is known. The last section shows how to invoke a function with variable and keyword arguments.
03:40:00 In this video, the instructor explains how to create functions in Python, using arguments and keyword arguments. Additionally, the instructor discusses global and local variables. Finally, the instructor demonstrates how to use a function in a script.
03:45:00 In this video, a global number is defined and used in two different functions. The global number is also used to display the value of a local number.
03:50:00 In this video, the presenter teaches how to use functions to simplify code and improve readability. They discuss the concept of single responsibility, and show how to create a function to get a specific superhero.
03:55:00 The video discusses how to use Python's types system to prevent errors in code. It covers how to create functions that take a given number of arguments, get a single argument from a list, and get a list of arguments from a given index.
This video provides a basic introduction to Python programming by teaching how to think in types. It covers how to create and use variables, functions, and classes. It also explains how memory is allocated for different objects.
04:00:00 In this video, Python instructor Ray Wenderlich walks through how to create functions that simulate attacks. The first function increments the life of a superhero, the second function decrements the life of a villain, and the last function decrements the life of both a superhero and a villain. Four different functions are required in order to perform these tasks.
04:05:00 This video teaches how to think in types when programming, by showing how to use variables and functions to do simple tasks.
The first section of the video explains how global variables work and how to reference them within a function.
The next section teaches how to use variables and functions to control the life and health of characters in a game.
Finally, the video shows how to create a function to handle game status. All of the code in this video is neatly typed and should be easy to follow.
04:10:00 In this video, a basic introduction to Python is given, including how functions are managed in memory. A simple game is played, in which the player defeats Thanos. A bonus video is then shown in which higher order functions are taught. If you can understand the concept, it is amazing. It can take several attempts before you can understand the concept, but once you do, it is a very valuable skill.
04:15:00 In this video, Python creator Guido van Rossum shows how to think in types by creating functions that take arguments and return values. He then shows how to print the types and addresses of various objects, and how to create and use variables. Finally, he demonstrates how to pass a function to a data object, and how to use functions to speed up computation.
04:20:00 This video teaches Python by introducing the concept of types and how to declare and use functions. It then demonstrates how to define and use types for arguments and return values. Finally, it provides an example of how to define and use a function signature.
04:25:00 In this video, the author shows how to create a function that returns a function. First, they show how to create a function that accepts a function as an argument. Then, they show how to create a function that returns a function.
04:30:00 The video introduces the concept of types and functions, and goes on to show how to create a function called add Wi-Fi that takes an integer input and returns a function. The video then demonstrates how to use this function by adding two numbers and subtracting one. It also provides an explanation of the return type of the function.
04:35:00 In this video, the author explains how to use types in Python to write more concise and error-free code. The author shows how to define a function with type and shows how to invoke the function with a string argument. He also demonstrates how to create a lambda function, which is a more verbose way of declaring a function.
04:40:00 This video tutorial explains how to create and use lambda functions in Python.lambda functions accept two input values, which are then executed together using the operation() function. The video finishes by demonstrating how to create and use lambda functions to calculate simple mathematical operations.
04:45:00 In this video, the author introduces the concept of objectoriented programming and shows how to create a class and define a special function in that class. Later in the video, the author shows how to create another class and defines another special function in that class.
04:50:00 This video explains how to use Python's built-in type system to create and inspect objects. The first argument of a class's init function always refers to the instance of the class, and self acts like a reference to this instance. The video also covers how to create a person class, and shows how to print the object's properties using the repr magic method.
04:55:00 In this video, the author explains how to think in types when programming, by teaching how to create a class and an instance of that class. He goes on to demystify classes, explaining that an instance is just like a blueprint for a building, while class holds no data. He then shows how memory is allocated for different objects, and demonstrates how different objects have different memory addresses.
In this video, the presenter demonstrates how to use classes and decorators to create more efficient Python code. They show how to create a class and two instance variables, and how to use a decorator to add a property that will create a full name for the person. Finally, they demonstrate how to use an enum to define different roles and how to give each person a different salary based on their role.
05:00:00 In this video, the instructor explains how Python uses types to keep track of instances and data. He then shows how this works in practice by creating a function and two instances.
05:05:00 In this video, the author introduces the concept of types in Python, and demonstrates how to use them to create more efficient code. They then go on to create a class for a character in their game, and show how to convert character data from a variable into a class instance.
05:10:00 This video introduces the concept of types in Python. It teaches how to create a character class and an attack power class, and demonstrates how to use these classes to create instances and print out their information. Finally, the video discusses the benefits of using classes in Python, and shows how to create a basic program without using classes.
05:15:00 This video explains how to use classes in Python. Classes allow you to create a structure that defines a behavior, and are useful when the structure and behavior are tightly coupled. For example, in this file, there is a class of person with a first name and last name. The person can also have a greet function, which takes a person as an argument and prints "Hello, {first_name}!" to that person. Classes are not always necessary, and should be used when the structure and behavior are tightly coupled.
05:20:00 This video teaches how to use Python types to create more clarity in code. It covers the basics of classes and instances, as well as the concepts of inheritance and polymorphism.
05:25:00 In this video, a tutorial on Python programming, the instructor introduces the concept of inheritance. He then explains how to create a class that inherits from another, and introduces polymorphism. Finally, he demonstrates how to introduce polymorphism into a class by overriding a preexisting method.
05:30:00 This video tutorial shows how to create a class of dog, cat, and CAD, and how to add polymorphic behavior to each class.
05:35:00 In this video, the presenter teaches how to think in types by creating a few simple examples. First, they create a cat and dog, and then a dinosaur. Next, they show how to create a decorator to add additional behavior to a class. Finally, they demonstrate how to use decorators to create properties, class methods, and getters and setters for a store.
05:40:00 In this video, the presenter demonstrates how to create a class and two instance variables, one for the first name and one for the last name. They also demonstrate how to use a decorator to define a property that will create a full name for the person. Finally, they demonstrate how to use an enum to define different roles and how to give each person a different salary based on their role.
05:45:00 In this video, the speaker discusses the use of enums in a Python project. He shows how to create an enum and define rules for using it. He also demonstrates how to create instance variables and a private variable. The speaker ends the video by discussing how to make a variable private.
05:50:00 This video describes how to create a staff member class in Python using the as class method decorator. First, the name and ID of the new staff member are assigned. Next, the role of the new staff member is determined. Finally, the full name and ID of the new staff member are displayed.
05:55:00 This video explains how to create a new staff member from an existing person using the Python class method. The class method takes a person as its first argument and returns a new staff member of the same type.
This video covers various aspects of using Python, including how to use classes, magic methods, and the in operator. It also discusses how to handle errors by using try and accept blocks.
06:00:00 In this video, the author explains how to use Python's property system to manage data. He defines a property called "joined" and shows how to access and format its value. He then teaches how to use decorators to add getters and setters. Finally, he shows how to format dates in different formats.
06:05:00 This video demonstrates how to use Python's types system to validate input values. First, the instructor creates a set of validators for salary values, which checks that the given amount is less than 15 dollars. Next, they create validators for the role of supervisor, manager, and associate, and if the given role is valid, they check the given salary amount. Finally, they demonstrate how to use the validation logic to set the new salary values.
06:10:00 In this video, the speaker explains how to use classes in Python, and demonstrates how to create a superhero and a villain. Superheroes and villains can inherit from character classes, and the speaker provides examples.
06:15:00 This video explains how to create a simple Python program by thinking in types. First, the author imports an enum and demonstrates how to create two instance variables, one for a superhero and one for a supervillain, both of which are static. Next, the author creates a method to return a string representing the type of character. Finally, the author demonstrates how to use the super keyword to create a subclass of character which will be responsible for creating the instance variables and implementing the method.
06:20:00 This video introduces the concept of types in programming, and demonstrates how to use static methods to create methods that are independent of the instance. The video then shows how to use the same concept to create a list of superheroes.
06:25:00 This video covers various aspects of Python, including how to use classes and magic methods. It shows how to create and use a class called Box, and demonstrates how to use its various methods.
06:30:00 In this video, the instructor shows how to use the in operator to check if a number is inside a list. If it is not, the number is thrown.
06:35:00 In this video, Python trainer Michael Kennedy introduces the "if then" statement, which is used to test whether one object is equal to (or not equal to) another. He also demonstrates how to use the "equal" method to compare two boxes.
06:40:00 This video presents a brief introduction to types in Python, with some code examples that demonstrate how to use the less than and less than or equal to operators. The video also provides an overview of the area function, which can be used to calculate the area of a set of shapes.
06:45:00 This video shows how to use basic Python operations by thinking in types. The code is well-typed and errors are easily caught, making the code easier to read and maintain.
06:50:00 This video discusses how to handle errors in Python. Syntax errors are easy to catch, but runtime errors are more difficult to debug. Exceptions are one type of runtime error.
06:55:00 In this video, a tutorial explains how to handle errors in Python by using try and accept blocks. In the first scenario, a zero division error is caught. In the second scenario, a type error is caught. Finally, in the third scenario, an exception is caught.
This video demonstrates how to use types in Python programming. The instructor shows how to create a simple invoice item, how to create a private member variable, and how to calculate the subtotal of an item sale. He also demonstrates how to use the date time library to generate a string representation of a date and time, as well as to add, update, and remove items from a cache.
07:00:00 In this video, the instructor covers how to handle errors in Python by using the try and accept blocks. If a try block succeeds, the code inside the else block can be executed. If a try block fails, the final block is always executed.
07:05:00 In this video, a student shows how to use the assert statement to test code. In particular, he shows how to use the assert statement to check for errors. He also demonstrates how to throw an error using the else block.
07:10:00 This video explains how to create packages in Python, and how to use them to organize and modularize your code. It also shows how to import functionality from other packages.
07:15:00 In this video, the instructor covers the basics of Python programming by teaching how to create different types of modules, classes, and packages. He also demonstrates how to import these different files into a new file, and how to run the code. Finally, he introduces a new concept: the concept of an isolated directory or package.
07:20:00 In this video, the presenter shows how to import functionality from within a package of shapes using the import statement. Once the import statement is understood, the presenter demonstrates how to create a client file that interacts with the package of shapes' API. Finally, the presenter shows how to run the client file and demonstrate its output.
07:25:00 This video introduces the concept of layers in programming, and shows how to organize code in different layers using types. The video focuses on one project, a cash register, and explains how to visualize and outline the code.
07:30:00 In this video, the presenter explains how to design an application using Python. First, they discuss the different objects that will be used in the application. Next, they show how to visualize these objects in a diagram. Finally, they explain how to write the code for the application.
07:35:00 This video discusses the concept of types in programming, and how they can be used to improve code readability. The video then proceeds to show how to create a custom data structure using types, and how to write code for each object.
07:40:00 In this video, the instructor demonstrates how to use Python's string and type classes to create a simple invoice item. Next, the instructor demonstrates how to create a method to calculate the subtotal. Finally, the instructor demonstrates how to use Python's private member feature to create a private subtotal variable.
07:45:00 This video tutorial explains how to use types in Python programming, and demonstrates how to create a private member variable and calculate the subtotal of an item sale.
07:50:00 This video introduces the Python date time library and demonstrates how to use it to generate a string representation of a date and time, as well as to add, update, and remove items from a cache.
07:55:00 In this video, third explains how to use types in Python programming. He shows how to set up a registry of items, and how to check if a particular item is inside the registry. He also demonstrates how to use the if and in conditions to do simple math.
This video explains how to think in types when programming, by creating a function to increase the subtotal of an invoice item when it is added, and a function to decrease the subtotal of an invoice item when it is deleted. The video includes a full course on Python, which can be found on GitHub.
08:00:00 This video demonstrates how to think in types when programming, by creating a function to increase the subtotal of an invoice item when it is added, and a function to decrease the subtotal of an invoice item when it is deleted.
08:05:00 In this video, the author explains how to delete an item from a dictionary using Python. First, they explain the logic behind the deletion, and then show how to do it using code examples.
08:10:00 This video explains how to think in types when programming, with examples of how to use the Python string, list, and dictionary data types. The video includes a full course on Python, which can be found on GitHub.
08:15:00 In this video, Python instructor Santiago Zanella teaches how to think in types to create better code. He first introduces the concept of types, and then shows how to use them to create more efficient code. He demonstrates how to create a customer and a cash register, and how to make a purchase. Finally, he updates a quantity of an item and demonstrates how to run the code.
08:20:00 This video introduces Python by teaching how to think in types. The course covers basic functionality of the Python language and teaches how to create custom methods and aliases for classes.
08:25:00 In this video, the author explains how to think in types when programming, by converting everything to a dictionary and exporting it to JSON. This makes for a much easier-to-read and formatted output. Finally, the author shows how to create a project for this tutorial, and how to create a module for each type of character.
08:30:00 In this video, the author demonstrates how to use Python's type system to create classes and methods for representing various game objects. He also creates a package to store these classes and files.
08:35:00 In this video, the author shows how to package schema and models into a package, and move all of the schemas into the right package. The author then shows how to create a model for superheroes, and how to make a private method that accesses all of the superheroes in the self.all instance variable.
08:40:00 In this video, the author explains how to think in types when programming, by creating a model of data that consists of superheroes and villains. The author demonstrates how to rename a file to "impl," and how to add a private method to a class. The author then demonstrates how to use a formatted string to display data in a list format. Finally, the author demonstrates how to repeat the same process for a game file.
08:45:00 This video explains how to create a game using Python, by defining a class and initializing it with a player. The class also keeps track of the game state, superheroes and villains, and provides methods to wrap the game and stream its progress.
08:50:00 This video demonstrates how to create and use a class in Python, using the example of an attack on a superhero. The class is named "superhero" and has a method called "as get super hero". This method is marked as private, because it is only used by the superhero class.
08:55:00 The video introduces the concept of types and how to use them to write code that is more modular. It goes on to show how to create constants for a game, and how to keep track of the game state.
This video is a full course on Python programming, covering topics such as layers, APIs, method chaining, object-oriented programming, and web frameworks. The author provides clear explanations and examples throughout the video.
09:00:00 In this video, a full course on Python, the author explains how to create an API using layers, how to create a client to consume the API, and how to play a game using the API.
09:05:00 This video tutorial teaches how to use Python by thinking in types. The first part of the tutorial is focused on printing the game itself. The second part of the tutorial covers how to have method chaining in order to have a syntax like "one dot attack" that returns a game or "dot win" or "dot lose". The last part of the video covers how to play the game one last time. In the end, all three players lose.
09:10:00 In this video, the author explains how to divide an application into multiple layers, and how to think about each layer in terms of its role and visibility. He also covers topics such as data serialization, decorators, object-oriented programming, and testing. Finally, the author discusses web frameworks and concurrency.
09:15:00 This video introduces the basics of Python programming by teaching how to use Django and Flask, as well as fast API and deep learning.