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Photo by Author | Canva
Photo by Author | Canva
If you want to master the debt, it is not necessary to go in debt. Many online courses are free. When researching this article, I honestly was surprised by the selection of quality and free online courses. These are my recommendations.
. 1. For the initial, the full course (Dave Gray)
- Platform: YouTube
- Level: Early
- Why: Ideal if you are starting to zero and want the same video to create a strong foundation.
What will you learn: This course by Dave Gray The following titles covers:
- Core syntax and logic: variables, data types, operators, conditional, LocksAnd user input.
- Functions and data: functions, scope, repetition, lamba functions, and Common data structures Such as lists, dictionary, topuses and sets.
- File and module operations: reading/writing files, using external modules, command line arguments, and virtual environment.
- Object -based programming (OOP): Class, items, exceptions, and a mini project to apply OOP concepts.
- Coding Practice Hands: Challenges throughout the course to strengthen what you learn.
At the end of the video, there is also a final project to complete you, where you will create a web app Flask.
. 2. Learn – Full Course (Free Codecamp) for Early Persons
- Platform: YouTube
- Level: Early
- Why Take: This is a 4 -hour crash course with no clutter, initially initially directly -pointing specifications of essential essential topics.
What will you learn: These The course defines the following concepts:
- The basic principles of Azigar: variables, data types, strings, numbers, user input, and basic control flu (if, loops, comparisons).
- Data structures and functions: lists, toppers, dictionary, functions, return values, and home structures.
- Projects and Games: Create an interactive program like calculators, Crazy LibsGuessing Games, and Quiz.
- Files, modules, and Environment Setup: Read/Write files, use the module and PipeAnd work with Poverty And the spokesperson.
- Object -based programming: Create classes, use methods, apply heritage, and manage the code using OOP.
- Error dealt with and comments: Write cleaner, try/except in -line documents more strong code.
. 3. The Full Course (Bro Code)
- Platform: YouTube
- Level: Early
- Why Take it: Blood covers the basics of Azigar in a faster, no nonsense form. Its visual examples and short exercises make it easier to follow.
What will you learn: These The course teaches you:
- Core Issuing: Variables, type casting, user input, mathematical operations, string methods, indexing, conditional, loop and logical operators.
- Functions and Advanced syntax: Functional arguments (** Korgus), decoration, list understanding, match case statements, scope resolution and modules.
- Object -based programming: classes, heritage (including multiple), polymorphism, static/class methods, magic methods, @property, and duck typing.
- Data structure and control flow: lists, sets, topals, dictionaries, 2D combinations, iTrables, and membership testing.
- Working with files and exceptions: Read/Write file, file detection, exception handling, and work with dates and times.
- Multi -threading and APIS: Run harmonious code, interact with APIS, and retrieve external data (eg, seasonal app).
- With the development of Gui pyqt5: Learn the basic principles of GUI, such as layout managers, widgets (buttons, checkboxes, input), styling with CSS, and make interactive desktop apps.
- Projects and real -world practice: 15+ mini -projects such as calculators, games (make games (HangmanFor, for, for,. Rock Paper-Canchi), Encryption tools, banking apps, digital watches, and more.
. 4. Introduction to the CS50 Introduction with Azigar (Harvard)
- Platform: EDX
- Level: Initial of Intermediate
- Why take it: Solving the problem and writing a clear code. Only you are ahead of teaching syntax.
What you will learn: it Harvard Video Course The following titles covers:
- The basic principles of programming: functions, variables, conditional, loop and exception handling.
- Working with files and text: File input/output and regular expression.
- Modular, Testable Code: Use Libraries and Write Unit Tests.
- OOP: Learn to use classes and items to create a code.
For each title, there are an important lecture video and shorts. You offer a problem at the end of each lecture, and there is also a final project.
. 5. Boring Things Make Autorate with Ajigar
- Platform: Make Boring things automatically
- Level: Initial of Intermediate
- Why Take: This book is made available for free by its author. This repetition teaches computer works by automating computer works, which makes it practical and immediately applies to real life.
What will you learn: Reading this bookYou’ll learn:
- Basic Programming Skills: Working with the basics of Azgar, flu control, loops, functions, debugging, and lists, dictionary and strings.
- Text and File Processing: Regular expression, File I/O, CSV/JSON/XML, PDF, and Word documents, and manipulation into the text.
- Automation and Scripting: Command line tools, scheduled tasks, control keyboard/mouse, and interact with web pages and emails.
- Data from External Sources: Web Scripping, Google Sheets, Excel, and sqlite Database
- Construction of Interactive Programs: Send notifications, prepare graphs, process photos, use speech engines, and perform ocrr (Identifying text in the pictures).
. 6. Learn
- Platform: Kagal
- Level: Initial of Intermediate
- Why take it: Short interactive lessons with real -world data. Particularly useful if you are heading for data science or machine learning.
What will you learn: This course Teaches you the following concepts:
- The basic principles of Azgar: syntax, variable assignments, numbers operations, and basic data types such as lists, strings and dictionary.
- Control Flows and Logic: Bowlin, conditional, loop and list understanding.
- Functions and modular codes: Use built -in functions and describe your own, clean code of reusable.
- Working with libraries: Import and use external libraries to increase your programs.
. 7. Scientific computing with azigar
- Platform: Free Codecamp
- Level: Initial of Intermediate
- Why Take: This course is part of the Free Code Camp Basic Certification Route. It is interactive, based on a browser, and involves learning by projects.
What will you learn: This comprehensive course The following modules and projects contain:
- Work with wire, numbers, conditional and functions through practical projects such as core programming concepts: cures, mathematics, and time calculators.
- Algorithm and logic building: Apply with algorithmic thinking Lohn algorithmFor, for, for,. The method of basicFor, for, for,. The shortest wayRepetition (Hanoi’s Tower), And Tree traversal.
- Data structures and understanding: Use lists, list understanding and trees while solving real problems like case change and binary search trees.
- Object -based programming: Create classes, use incisions, specialized methods and interfaces in projects like Sudoko Solore, Vector space, and equation solver.
- Regular expression and utility: Learn the methods of regresses and utilities through the Password Generator and potential calculators such as building tools.
. 8.
- Platform: w3schools
- Level: developed from the beginning
- Why: Interactive, fast, and easy to follow, cover a very wide range of titles.
What will you learn: Tutorial You will walk through the following concepts:
- Core syntax and logic: variables, data types, operators, conditional (if, match), loops, functions, lemons and scope.
- Data structures and combinations: lists, tuples, sets, dictionaries, rows, and repetition.
- Object -based programming: class, heritage, polymorphism, and modular code design.
- Practical tools and workflows: File handling, string formatting, user input, virtual environment, exception handling, and working with dates, mathematics, JSON, and regular expression.
- Famous libraries and framework: nUmpyFor, for, for,. PandasFor, for, for,. scipyFor, for, for,. MetaplatlibFor, for, for,. ZiangoAnd the basics of machine learning.
- Database and Basid integration: Talk with SQL And Mongo DB Using Azgar.
- Computer science foundations: algorithms, data structures, and how they are applied.
. 9. Google’s Uzar Class
- Platform: Google for Education
- Level: Intermediate
- Why take: a Hand on a Chorus With a downloadable lecture notes and exercises developed by Google Engineers.
What will you learn: This course covers the following titles:
- Basic data handling: strings, lists, topulus, dictionaries, and sorting techniques.
- File and text processing: reading/writing files and working with regular expression.
- System and web utility: Use of OS commands, handling URLS/HTTP applications, and management of exceptions.
. 10. Introduction of computer science and programming in Azar
- Platform: MIT Openoruswear Ware
- Level: Intermediate to Advanced
- Why Take: This is a highly respected course of three MIT professors. It provides 12 video lessons, lecture slides and codes, video solutions, and problem sets.
What will you learn: Chorus The following titles covers:
- Calculation of the calculation: Understanding how computers solve problems using logic, branching and repetition.
- Basic programming skills: string manipulation, functions, repetitions, lists, tuples and dictionary.
- Program design and structures: declaring with class and heritage, abstraction, variation, cloning, and object -based programming.
- The problem of solving the problem: estimates, estimates and checks, basics, searching and sorting.
- Reliable code writing: Learn testing, debugging, exception handling, claims, and performance analysis.
. Conclusion
With these ten online courses, you are guaranteed to get high quality knowledge. Fortunately, you don’t need money for it – just some time and effort.
Net Razii A data is in a scientist and product strategy. He is also an affiliated professor of Teaching Analytics, and is the founder of Stratskrich, a platform that helps data scientists prepare for his interview with the real questions of high companies. The net carrier writes on the latest trends in the market, gives interview advice, sharing data science projects, and everything covers SQL.