Expressway to Data Science: Python Programming Specialization

About Course

Ready to unlock the world of data science with Python? 💻 This **Expressway to Data Science: Python Programming Specialization** course, brought to you by the University of Colorado, is your perfect launchpad!

Are you tired of starting programming languages only to hit a wall and give up? This specialization is specifically designed for beginners with little to no programming experience who want to use Python for data analysis.

Dive into **Introduction to Python Fundamentals**, where you’ll master basic input/output methods and write your very first program. Next, **Introduction to Python Functions** equips you with the power to create reusable and compatible code through functions and base packages.

Finally, **Python Packages for Data Science** introduces essential packages like Pandas, Numpy, Matplotlib, and Seaborn, giving you the tools to tackle real-world data science challenges.

Think of Python programming like building with LEGO – follow the instructions, choose the right pieces, and create something awesome! This specialization makes learning Python easy and fun, helping you avoid frustration and achieve your data science goals.

**This course is completely FREE and available on our platform. It’s part of a curated collection of top-rated courses from leading providers like Udemy, Udacity, Coursera, MasterClass, NearPeer, and more!**

Course Content

01. introduction-python-fundamentals

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

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006 02_welcome-and-introductions.mp4

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007 03_assessment-strategy_instructions.html

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008 desktop.ini

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011 01_python-environment.mp4

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014 02_hello-world.mp4

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017 03_quotations.mp4

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018 04_lab-1_instructions.html

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021 05_unlock-lab-1-solutions_exam.html

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024 01_python-input.mp4

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027 02_combine-input-and-print.mp4

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028 03_lab-2_instructions.html

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031 04_unlock-lab-2-solutions_exam.html

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032 05_in-class-code_instructions.html

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035 06_module-1-assignment_instructions.html

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038 07_unlock-module-1-assignment-solutions_exam.html

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039 08_learning-reflection-assignment_peer_assignment_instructions.html

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042 09_congratulations.mp4

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043 desktop.ini

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046 01_introduction-to-variables.mp4

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049 02_assignment-operation.mp4

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052 03_types-of-variables.mp4

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053 04_lab-1_instructions.html

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056 05_unlock-lab-1-solutions_exam.html

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059 01_arithmetic-operations.mp4

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060 02_lab-2_instructions.html

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063 03_unlock-lab-2-solutions_exam.html

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066 01_relational-operations-boolean-data-and-logical-operations.mp4

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067 02_lab-3_instructions.html

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070 03_unlock-lab-3-solutions_exam.html

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073 04_module-2-assignment.mp4

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074 05_module-2-assignment_instructions.html

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077 06_unlock-module-2-assignment-solutions_exam.html

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078 07_learning-reflection-assignment_peer_assignment_instructions.html

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081 08_congratulations.mp4

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084 01_what-is-flow-control.mp4

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087 02_branching-and-if-statements.mp4

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088 03_lab-1_instructions.html

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091 04_unlock-lab-1-solutions_exam.html

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094 01_multiple-branches.mp4

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095 02_lab-2_instructions.html

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098 03_unlock-lab-2-solutions_exam.html

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101 01_decision-tree.mp4

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102 02_lab-3_instructions.html

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105 03_unlock-lab-3-solutions_exam.html

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108 04_module-3-assignment.mp4

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109 05_module-3-assignment_instructions.html

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111 06_unlock-module-3-assignment-solutions_exam.html

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112 07_learning-reflection-assignment_peer_assignment_instructions.html

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115 08_congratulations.mp4

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116 desktop.ini

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119 01_why-do-we-need-repetitions.mp4

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122 02_condition-based-repetition.mp4

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123 03_lab-1_instructions.html

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126 04_unlock-lab-1-solutions_exam.html

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129 01_count-based-repetition.mp4

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130 02_lab-2_instructions.html

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133 03_unlock-lab-2-solutions_exam.html

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136 01_continue-and-break.mp4

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137 02_module-4-assignment_instructions.html

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140 03_unlock-module-assignment-solutions_exam.html

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141 04_learning-reflection-assignment_peer_assignment_instructions.html

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144 05_congratulations.mp4

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145 desktop.ini

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147 01__resources.html

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148 desktop.ini

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150 01__resources.html

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151 desktop.ini

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153 01__resources.html

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154 desktop.ini

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156 01__resources.html

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157 desktop.ini

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159 01__resources.html

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160 desktop.ini

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Section Quiz

02. introduction-python-functions

003 01_course-overview.mp4

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004 02_assessment-strategy_instructions.html

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005 desktop.ini

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008 01_why-do-we-need-functions.mp4

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009 desktop.ini

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012 01_what-are-functions.mp4

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013 02_lab-1_instructions.html

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015 desktop.ini

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018 01_lets-define-functions.mp4

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019 02_lab-2_instructions.html

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021 desktop.ini

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024 01_what-are-parameters.mp4

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025 desktop.ini

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028 01_exercise-define-functions-with-a-single-parameter.mp4

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029 02_lab-1_instructions.html

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033 01_what-are-multiple-parameters.mp4

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037 02_lab-2_instructions.html

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041 01_calling-functions-with-keyword-arguments.mp4

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048 02_lab-1_instructions.html

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052 01_introduction-to-nested-functions.mp4

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053 desktop.ini

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056 01_exercise-define-functions-in-functions.mp4

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057 02_lab-1_instructions.html

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061 01_the-design-of-hierarchy-of-functions.mp4

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062 desktop.ini

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065 01_recursive-functions.mp4

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066 02_lab-2_instructions.html

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068 desktop.ini

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Section Quiz

03. python-packages-data-science

003 01_what-are-packages.mp4

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004 02_assessment-strategy_instructions.html

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005 desktop.ini

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008 01_lets-play-with-random-package.mp4

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009 desktop.ini

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012 01_exercise-game-1.mp4

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013 desktop.ini

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016 01_exercise-game-2.mp4

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017 02_in-class-demo_instructions.html

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019 desktop.ini

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022 01_summary.mp4

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023 02_lab-1_instructions.html

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025 desktop.ini

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028 01_numpy-introduction.mp4

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032 desktop.ini

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035 01_numpy-more.mp4

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036 desktop.ini

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039 01_numpy-in-sum.mp4

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040 02_in-class-demo_instructions.html

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042 03_lab-1_instructions.html

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044 desktop.ini

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047 01_pandas-introduction.mp4

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051 02_in-class-demo_instructions.html

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053 03_lab-2_instructions.html

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055 desktop.ini

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058 01_introduction-to-matplotlib.mp4

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062 desktop.ini

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065 01_matplotlib-summary.mp4

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066 02_in-class-demo_instructions.html

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068 03_exploratory-lab_instructions.html

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070 desktop.ini

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073 01_introduction-to-seaborn.mp4

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077 desktop.ini

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080 01_summary.mp4

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081 02_in-class-demo_instructions.html

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083 03_exploratory-lab_instructions.html

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085 desktop.ini

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Section Quiz

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About Course

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Course Content

01. introduction-python-fundamentals

A Message from the Professor

003 01_specialization-overview.mp4

006 02_welcome-and-introductions.mp4

007 03_assessment-strategy_instructions.html

008 desktop.ini

011 01_python-environment.mp4

014 02_hello-world.mp4

017 03_quotations.mp4

018 04_lab-1_instructions.html

021 05_unlock-lab-1-solutions_exam.html

024 01_python-input.mp4

027 02_combine-input-and-print.mp4

028 03_lab-2_instructions.html

031 04_unlock-lab-2-solutions_exam.html

032 05_in-class-code_instructions.html

035 06_module-1-assignment_instructions.html

038 07_unlock-module-1-assignment-solutions_exam.html

039 08_learning-reflection-assignment_peer_assignment_instructions.html

042 09_congratulations.mp4

043 desktop.ini

046 01_introduction-to-variables.mp4

049 02_assignment-operation.mp4

052 03_types-of-variables.mp4

053 04_lab-1_instructions.html

056 05_unlock-lab-1-solutions_exam.html

059 01_arithmetic-operations.mp4

060 02_lab-2_instructions.html

063 03_unlock-lab-2-solutions_exam.html

066 01_relational-operations-boolean-data-and-logical-operations.mp4

067 02_lab-3_instructions.html

070 03_unlock-lab-3-solutions_exam.html

073 04_module-2-assignment.mp4

074 05_module-2-assignment_instructions.html

077 06_unlock-module-2-assignment-solutions_exam.html

078 07_learning-reflection-assignment_peer_assignment_instructions.html

081 08_congratulations.mp4

084 01_what-is-flow-control.mp4

087 02_branching-and-if-statements.mp4

088 03_lab-1_instructions.html

091 04_unlock-lab-1-solutions_exam.html

094 01_multiple-branches.mp4

095 02_lab-2_instructions.html

098 03_unlock-lab-2-solutions_exam.html

101 01_decision-tree.mp4

102 02_lab-3_instructions.html

105 03_unlock-lab-3-solutions_exam.html

108 04_module-3-assignment.mp4

109 05_module-3-assignment_instructions.html

111 06_unlock-module-3-assignment-solutions_exam.html

112 07_learning-reflection-assignment_peer_assignment_instructions.html

115 08_congratulations.mp4

116 desktop.ini

119 01_why-do-we-need-repetitions.mp4

122 02_condition-based-repetition.mp4

123 03_lab-1_instructions.html

126 04_unlock-lab-1-solutions_exam.html

129 01_count-based-repetition.mp4

130 02_lab-2_instructions.html

133 03_unlock-lab-2-solutions_exam.html

136 01_continue-and-break.mp4

137 02_module-4-assignment_instructions.html

140 03_unlock-module-assignment-solutions_exam.html

141 04_learning-reflection-assignment_peer_assignment_instructions.html

144 05_congratulations.mp4

145 desktop.ini

147 01__resources.html

148 desktop.ini

150 01__resources.html

151 desktop.ini

153 01__resources.html

154 desktop.ini

156 01__resources.html

157 desktop.ini

159 01__resources.html

160 desktop.ini

Section Quiz