Python: A Guided Journey from Introduction to Application Specialization

About Course

Unlock the power of Python programming with this comprehensive specialization from Arizona State University! Dive deep into the fundamentals of Python, from basic syntax to real-world application development. This course is perfect for beginners with no prior coding experience, offering a guided journey into the world of software engineering.

**Learn to:**

Master Python syntax and programming concepts.
Implement solutions to practical problems using Python.
Utilize Integrated Development Environments (IDEs) for efficient coding.
Apply Python to various fields, including software development, data analysis, and machine learning.

This specialization covers a range of topics, including:

Data Types and Variables
Control Flow and Functions
Object-Oriented Programming
Data Structures and Algorithms
Machine Learning Fundamentals

**Boost your career prospects** with skills in Python, a highly sought-after programming language. This course is valuable for aspiring professionals in fields like:

Computer Science
Software Engineering
Data Science
Machine Learning
And more!

**This course is completely FREE** and available on platforms like Udemy, Udacity, Coursera, MasterClass, NearPeer, and others. Enroll now and embark on your journey to becoming a Python programmer!

Students will master basic Python coding skills and understand syntax.
Students are introduced to data science material and learn how to perform data analysis and visualization using Python.
Students will understand why object-oriented programming is used and how to create a graphical user interface.
Students apply their Python skills to the field of machine learning, where they can build their own classifiers and predictive models.

Course Content

01. introduction-to-python-1

A Message from the Professor
003 01_specialization-introduction.mp4

00:00
005 02_specialization-introduction_instructions.html

00:00
006 01_steven-osburn_instructions.html

00:00
007 02_adwith-malpe_instructions.html

00:00
010 01_instructor-introduction-video-steven-osburn.mp4

00:00
013 02_instructor-introduction-video-adwith-malpe.mp4

00:00
014 01_lesson-2-overview_instructions.html

00:00
015 02_weekly-lesson-powerpoint_instructions.html

00:00
019 03_introduction-to-programming-languages.mp4

00:00
022 04_history-of-python.mp4

00:00
023 01_lesson-3-overview_instructions.html

00:00
024 02_weekly-lesson-powerpoint_instructions.html

00:00
028 03_what-is-the-python-interpreter.mp4

00:00
031 04_what-is-google-colab.mp4

00:00
032 05_formative-assessment-create-your-first-program_quiz.html

00:00
033 01_lesson-1-overview_instructions.html

00:00
034 02_weekly-lesson-powerpoint_instructions.html

00:00
038 03_how-to-enter-user-input-and-display-it-to-the-screen-in-python.mp4

00:00
039 04_input-output-code_instructions.html

00:00
041 01_lesson-2-overview_instructions.html

00:00
042 02_weekly-lesson-powerpoint_instructions.html

00:00
046 03_variables-and-data-types-in-python.mp4

00:00
049 04_how-to-define-constants-in-python.mp4

00:00
051 05_variables-code_instructions.html

00:00
052 06_practice-creating-variables_quiz.html

00:00
053 01_lesson-3-overview_instructions.html

00:00
054 02_weekly-lesson-powerpoint_instructions.html

00:00
058 03_how-to-handle-numeric-data-types.mp4

00:00
061 04_how-to-handle-string-data-types.mp4

00:00
064 05_type-conversion-in-python.mp4

00:00
065 06_numeric-and-string-data-types-code_instructions.html

00:00
067 07_quiz-on-numeric-data-types_quiz.html

00:00
068 01_lesson-4-overview_instructions.html

00:00
070 02_weekly-lesson-powerpoint_instructions.html

00:00
073 03_arithmetic-expressions-in-python.mp4

00:00
075 04_arithmetic-expressions-code_instructions.html

00:00
076 05_what-is-operator-precedence_peer_assignment_instructions.html

00:00
077 06_processing-input_quiz.html

00:00
078 01_lesson-1-overview_instructions.html

00:00
079 02_weekly-lesson-powerpoint_instructions.html

00:00
083 03_logical-operators-and-or-not.mp4

00:00
084 01_lesson-2-overview_instructions.html

00:00
086 02_weekly-lesson-powerpoint_instructions.html

00:00
089 03_if-else-statements.mp4

00:00
092 04_how-to-create-nested-if-elif-and-else-statements.mp4

00:00
094 05_if-elif-else-statement-code_instructions.html

00:00
095 06_control-structures-in-python_quiz.html

00:00
096 01_lesson-3-overview_instructions.html

00:00
097 02_weekly-lesson-powerpoint_instructions.html

00:00
101 03_what-are-loops-used-for-in-python-and-what-are-lists.mp4

00:00
104 04_creating-condition-controlled-loops-while.mp4

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107 05_creating-count-controlled-loops-for.mp4

00:00
110 06_creating-nested-loops.mp4

00:00
111 07_loop-statements-code_instructions.html

00:00
113 08_loops_quiz.html

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114 09_formative-assessment-loops-and-conditional-statements_quiz.html

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115 01_lesson-1-overview_instructions.html

00:00
117 02_weekly-lesson-powerpoint_instructions.html

00:00
120 03_creating-and-using-functions.mp4

00:00
122 04_functions-code_instructions.html

00:00
123 05_functions_quiz.html

00:00
124 01_lesson-2-overview_instructions.html

00:00
125 02_weekly-lesson-powerpoint_instructions.html

00:00
129 03_how-to-use-the-math-library-in-python.mp4

00:00
130 04_math-library-code_instructions.html

00:00
132 01_lesson-3-overview_instructions.html

00:00
133 02_weekly-lesson-powerpoint_instructions.html

00:00
137 03_how-to-use-the-random-library.mp4

00:00
138 04_random-library-code_instructions.html

00:00
140 05_random-library_quiz.html

00:00
143 06_course-review.mp4

00:00
144 07_create-a-simple-calculator_peer_assignment_instructions.html

00:00

02. data-analysis-and-visualization-with-python

001 01_course-introduction_instructions.html

00:00
004 02_introduction-to-the-course.mp4

00:00
005 03_weekly-lesson-powerpoint_instructions.html

00:00
007 04_python-recommended-links-and-readings_instructions.html

00:00
008 01_lesson-1-overview_instructions.html

00:00
010 02_weekly-lesson-powerpoint_instructions.html

00:00
013 03_creating-and-using-lists.mp4

00:00
014 04_building-lists-code-example_instructions.html

00:00
020 01_lesson-2-overview_instructions.html

00:00
022 02_weekly-lesson-powerpoint_instructions.html

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025 03_creating-and-using-tuples.mp4

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026 04_building-tuples-code-examples_instructions.html

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032 01_lesson-3-overview_instructions.html

00:00
034 02_weekly-lesson-powerpoint_instructions.html

00:00
037 03_creating-and-using-dictionaries.mp4

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042 04_building-dictionaries-code-examples_instructions.html

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043 01_lesson-4-overview_instructions.html

00:00
044 02_weekly-lesson-powerpoint_instructions.html

00:00
048 03_creating-and-using-sets.mp4

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049 04_building-sets-code-example_instructions.html

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057 01_lesson-1-overview_instructions.html

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058 02_weekly-lesson-powerpoint_instructions.html

00:00
062 03_reading-numeric-and-textual-data.mp4

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063 04_file-input-code-example_instructions.html

00:00
068 01_lesson-2-overview_instructions.html

00:00
069 02_weekly-lesson-powerpoint_instructions.html

00:00
073 03_how-to-write-data-to-a-file.mp4

00:00
074 04_file-output-code-example_instructions.html

00:00
077 01_lesson-3-overview_instructions.html

00:00
079 02_weekly-lesson-powerpoint_instructions.html

00:00
082 03_handling-exceptions-during-file-input-and-output.mp4

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087 04_handling-exceptions-code-example_instructions.html

00:00
092 01_lesson-1-overview_instructions.html

00:00
093 02_weekly-lesson-powerpoint_instructions.html

00:00
097 03_using-data-analysis-with-the-numpy-library-in-python.mp4

00:00
100 04_using-data-analysis-with-the-numpy-library-in-python-pt-2.mp4

00:00
101 05_numpy-library-code-example_instructions.html

00:00
107 01_lesson-2-overview_instructions.html

00:00
108 02_weekly-lesson-powerpoint_instructions.html

00:00
112 03_how-to-use-data-analysis-with-the-pandas-library-in-python.mp4

00:00
113 04_pandas-library-code-example_instructions.html

00:00
120 01_lesson-3-overview_instructions.html

00:00
121 02_weekly-lesson-powerpoint_instructions.html

00:00
125 03_using-data-visualization-with-matplot-library-in-python.mp4

00:00
126 04_matplotlib-code-example_instructions.html

00:00
135 05_course-review.mp4

00:00
Read me.txt

00:00
Section Quiz

03. object-oriented-programming-and-gui-with-python

001 01_course-introduction_instructions.html

00:00
004 02_introduction-to-the-course.mp4

00:00
005 03_python-recommended-links-and-readings_instructions.html

00:00
006 01_lesson-1-overview_instructions.html

00:00
007 02_weekly-lesson-powerpoint_instructions.html

00:00
011 03_using-objects-and-classes-in-python-part-1.mp4

00:00
016 04_using-objects-and-classes-in-python-part-2.mp4

00:00
017 01_lesson-2-overview_instructions.html

00:00
018 02_weekly-lesson-powerpoint_instructions.html

00:00
023 03_using-objects-and-classes-in-python-part-3.mp4

00:00
026 04_objects-and-classes-code-example_instructions.html

00:00
028 01_lesson-1-overview_instructions.html

00:00
030 02_weekly-lesson-powerpoint_instructions.html

00:00
033 03_setting-up-inheritance-in-python.mp4

00:00
036 04_configuring-inheritance-implementation-in-python.mp4

00:00
040 05_inheritance-code-example_instructions.html

00:00
041 01_lesson-2-overview_instructions.html

00:00
042 02_weekly-lesson-powerpoint_instructions.html

00:00
046 03_using-polymorphism-in-python.mp4

00:00
047 04_polymorphism-code-example_instructions.html

00:00
050 01_lesson-1-overview_instructions.html

00:00
052 02_weekly-lesson-powerpoint_instructions.html

00:00
055 03_building-a-graphical-user-interface-with-tkinter-part-1.mp4

00:00
058 04_building-a-graphical-user-interface-with-tkinter-part-2.mp4

00:00
070 05_gui-code-example_instructions.html

00:00
071 01_lesson-2-overview_instructions.html

00:00
072 02_weekly-lesson-powerpoint_instructions.html

00:00
076 03_creating-widgets-in-python.mp4

00:00
079 04_demo-for-widgets.mp4

00:00
080 05_widgets-code-example_instructions.html

00:00
083 01_lesson-3-overview_instructions.html

00:00
084 02_weekly-lesson-powerpoint_instructions.html

00:00
088 03_how-to-create-shapes-in-python.mp4

00:00
089 04_shapes-code-example_instructions.html

00:00
092 01_lesson-4-overview_instructions.html

00:00
094 02_weekly-lesson-powerpoint_instructions.html

00:00
097 03_handling-events-in-python.mp4

00:00
100 04_handling-events-demo.mp4

00:00
103 05_handling-events-code-example_instructions.html

00:00
106 06_course-review.mp4

00:00
Section Quiz

04. introduction-to-machine-learning-with-python

003 01_introduction-to-the-course.mp4

00:00
004 02_python-recommended-links-and-readings_instructions.html

00:00
005 01_lesson-1-overview_instructions.html

00:00
007 02_weekly-lesson-powerpoint_instructions.html

00:00
011 03_overview-of-machine-learning.mp4

00:00
014 04_introduction-to-supervised-learning.mp4

00:00
015 05_supervised-learning-example_instructions.html

00:00
019 06_introduction-to-unsupervised-learning.mp4

00:00
020 07_unsupervised-learning-example_instructions.html

00:00
022 01_lesson-2-overview_instructions.html

00:00
024 02_weekly-lesson-powerpoint_instructions.html

00:00
027 03_how-to-load-and-process-data-sets.mp4

00:00
028 01_lesson-3-overview_instructions.html

00:00
029 02_weekly-lesson-powerpoint_instructions.html

00:00
033 03_what-is-a-perceptron.mp4

00:00
034 04_perceptron-code-example_instructions.html

00:00
036 01_lesson-4-overview_instructions.html

00:00
037 02_weekly-lesson-powerpoint_instructions.html

00:00
041 03_what-is-linear-regression.mp4

00:00
042 04_linear-regression-code-example_instructions.html

00:00
044 01_lesson-1-overview_instructions.html

00:00
045 02_weekly-lesson-powerpoint_instructions.html

00:00
049 03_what-is-k-nearest-neighbors.mp4

00:00
050 04_knn-code-example_instructions.html

00:00
052 01_lesson-2-overview_instructions.html

00:00
053 02_weekly-lesson-powerpoint_instructions.html

00:00
057 03_what-are-support-vector-machines.mp4

00:00
058 04_support-vector-machines-code-example_instructions.html

00:00
060 01_lesson-3-overview_instructions.html

00:00
061 02_weekly-lesson-powerpoint_instructions.html

00:00
065 03_what-is-regression-analysis.mp4

00:00
066 01_lesson-4-overview_instructions.html

00:00
068 02_weekly-lesson-powerpoint_instructions.html

00:00
071 03_what-is-cluster-analysis-k-means-and-dbscan.mp4

00:00
072 04_k-means-clustering-code-example_instructions.html

00:00
074 01_lesson-1-overview_instructions.html

00:00
076 02_weekly-lesson-powerpoint_instructions.html

00:00
079 03_overview-of-deep-learning.mp4

00:00
080 01_lesson-2-overview_instructions.html

00:00
082 02_weekly-lesson-powerpoint_instructions.html

00:00
085 03_overview-of-image-processing.mp4

00:00
086 01_lesson-3-overview_instructions.html

00:00
088 02_weekly-lesson-powerpoint_instructions.html

00:00
091 03_overview-of-gans.mp4

00:00
094 04_course-review.mp4

00:00
Section Quiz

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About Course

What Will You Learn?

Course Content

01. introduction-to-python-1

A Message from the Professor

003 01_specialization-introduction.mp4

005 02_specialization-introduction_instructions.html

006 01_steven-osburn_instructions.html

007 02_adwith-malpe_instructions.html

010 01_instructor-introduction-video-steven-osburn.mp4

013 02_instructor-introduction-video-adwith-malpe.mp4

014 01_lesson-2-overview_instructions.html

015 02_weekly-lesson-powerpoint_instructions.html

019 03_introduction-to-programming-languages.mp4

022 04_history-of-python.mp4

023 01_lesson-3-overview_instructions.html

024 02_weekly-lesson-powerpoint_instructions.html

028 03_what-is-the-python-interpreter.mp4

031 04_what-is-google-colab.mp4

032 05_formative-assessment-create-your-first-program_quiz.html

033 01_lesson-1-overview_instructions.html

034 02_weekly-lesson-powerpoint_instructions.html

038 03_how-to-enter-user-input-and-display-it-to-the-screen-in-python.mp4

039 04_input-output-code_instructions.html

041 01_lesson-2-overview_instructions.html

042 02_weekly-lesson-powerpoint_instructions.html

046 03_variables-and-data-types-in-python.mp4

049 04_how-to-define-constants-in-python.mp4

051 05_variables-code_instructions.html

052 06_practice-creating-variables_quiz.html

053 01_lesson-3-overview_instructions.html

054 02_weekly-lesson-powerpoint_instructions.html

058 03_how-to-handle-numeric-data-types.mp4

061 04_how-to-handle-string-data-types.mp4

064 05_type-conversion-in-python.mp4

065 06_numeric-and-string-data-types-code_instructions.html

067 07_quiz-on-numeric-data-types_quiz.html

068 01_lesson-4-overview_instructions.html

070 02_weekly-lesson-powerpoint_instructions.html

073 03_arithmetic-expressions-in-python.mp4

075 04_arithmetic-expressions-code_instructions.html

076 05_what-is-operator-precedence_peer_assignment_instructions.html

077 06_processing-input_quiz.html

078 01_lesson-1-overview_instructions.html

079 02_weekly-lesson-powerpoint_instructions.html

083 03_logical-operators-and-or-not.mp4

084 01_lesson-2-overview_instructions.html

086 02_weekly-lesson-powerpoint_instructions.html

089 03_if-else-statements.mp4

092 04_how-to-create-nested-if-elif-and-else-statements.mp4

094 05_if-elif-else-statement-code_instructions.html

095 06_control-structures-in-python_quiz.html

096 01_lesson-3-overview_instructions.html

097 02_weekly-lesson-powerpoint_instructions.html

101 03_what-are-loops-used-for-in-python-and-what-are-lists.mp4

104 04_creating-condition-controlled-loops-while.mp4

107 05_creating-count-controlled-loops-for.mp4

110 06_creating-nested-loops.mp4

111 07_loop-statements-code_instructions.html

113 08_loops_quiz.html

114 09_formative-assessment-loops-and-conditional-statements_quiz.html

115 01_lesson-1-overview_instructions.html

117 02_weekly-lesson-powerpoint_instructions.html

120 03_creating-and-using-functions.mp4

122 04_functions-code_instructions.html

123 05_functions_quiz.html

124 01_lesson-2-overview_instructions.html

125 02_weekly-lesson-powerpoint_instructions.html

129 03_how-to-use-the-math-library-in-python.mp4

130 04_math-library-code_instructions.html

132 01_lesson-3-overview_instructions.html

133 02_weekly-lesson-powerpoint_instructions.html

137 03_how-to-use-the-random-library.mp4

138 04_random-library-code_instructions.html

140 05_random-library_quiz.html

143 06_course-review.mp4

144 07_create-a-simple-calculator_peer_assignment_instructions.html

02. data-analysis-and-visualization-with-python

001 01_course-introduction_instructions.html

004 02_introduction-to-the-course.mp4