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[Coursera] Applied Data Science Specialization - 5 course series
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python-for-applied-data-science-ai
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03_python-programming-fundamentals
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03_functions
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03_01_functions.mp4 - 25.59 MB
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03_01_functions.en.srt - 16.62 KB
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03_01_functions.en.txt - 11.16 KB
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01_conditions-and-branching
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01_01_conditions-and-branching.mp4 - 16.9 MB
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01_01_conditions-and-branching.en.srt - 15.54 KB
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01_01_conditions-and-branching.en.txt - 8.81 KB
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05_objects-and-classes
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05_01_objects-and-classes.mp4 - 14.99 MB
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05_01_objects-and-classes.en.srt - 16.9 KB
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05_01_objects-and-classes.en.txt - 9.96 KB
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02_loops
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02_01_loops.mp4 - 11.81 MB
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02_01_loops.en.srt - 9.86 KB
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02_01_loops.en.txt - 6 KB
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04_exception-handling
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04_01_exception-handling.mp4 - 4.92 MB
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04_01_exception-handling.en.srt - 5.31 KB
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04_01_exception-handling.en.txt - 3.43 KB
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06_module-3-summary-cheatsheet-graded-quiz-and-glossary
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06_01_module-3-summary-python-programming-fundamentals_instructions.html - 8.78 KB
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04_working-with-data-in-python
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03_numpy-in-python
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03_01_one-dimensional-numpy.mp4 - 13.44 MB
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03_02_two-dimensional-numpy.mp4 - 8.56 MB
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03_01_one-dimensional-numpy.en.srt - 18.22 KB
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03_02_two-dimensional-numpy.en.srt - 12.04 KB
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03_01_one-dimensional-numpy.en.txt - 9.47 KB
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03_02_two-dimensional-numpy.en.txt - 6.19 KB
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02_pandas
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02_01_pandas-loading-data.mp4 - 11.78 MB
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02_02_pandas-working-with-and-saving-data.mp4 - 4.93 MB
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02_01_pandas-loading-data.en.srt - 7.71 KB
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02_01_pandas-loading-data.en.txt - 3.99 KB
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02_02_pandas-working-with-and-saving-data.en.srt - 2.99 KB
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02_02_pandas-working-with-and-saving-data.en.txt - 1.77 KB
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01_reading-and-writing-files-with-open
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01_01_reading-files-with-open.mp4 - 7.51 MB
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01_02_writing-files-with-open.mp4 - 3.93 MB
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01_01_reading-files-with-open.en.srt - 5.41 KB
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01_02_writing-files-with-open.en.srt - 4.1 KB
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01_01_reading-files-with-open.en.txt - 3.19 KB
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01_02_writing-files-with-open.en.txt - 2.38 KB
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04_module-4-summary-cheatsheet-graded-quiz-and-glossary
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04_01_module-4-summary-working-with-data-in-python_instructions.html - 8.93 KB
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02_python-data-structures
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01_lists-and-tuples
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01_01_lists-and-tuples.mp4 - 11.15 MB
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01_01_lists-and-tuples.en.srt - 11.32 KB
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01_01_lists-and-tuples.en.txt - 7.29 KB
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03_sets
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03_01_sets.mp4 - 6.89 MB
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03_01_sets.en.srt - 7.34 KB
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03_01_sets.en.txt - 4.17 KB
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02_dictionaries
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02_01_dictionaries.mp4 - 3.52 MB
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02_01_dictionaries.en.srt - 3.82 KB
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02_01_dictionaries.en.txt - 2.11 KB
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04_module-2-summary-cheatsheet-graded-quiz-and-glossary
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04_01_module-2-summary-python-data-structures_instructions.html - 6.9 KB
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05_apis-and-data-collection
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01_simple-apis
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01_01_application-program-interface.mp4 - 10.51 MB
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01_01_application-program-interface.en.srt - 6.25 KB
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01_01_application-program-interface.en.txt - 4.34 KB
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02_rest-apis-web-scraping-and-working-with-files
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02_03_optional-html-for-web-scraping.mp4 - 7.29 MB
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02_04_optional-web-scraping.mp4 - 6.93 MB
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02_02_rest-apis-http-requests-part-2.mp4 - 6.91 MB
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02_05_working-with-different-file-formats-csv-xml-json-xlsx.mp4 - 5.58 MB
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02_01_rest-apis-http-requests-part-1.mp4 - 5.4 MB
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02_04_optional-web-scraping.en.srt - 6.57 KB
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02_03_optional-html-for-web-scraping.en.srt - 6.3 KB
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02_02_rest-apis-http-requests-part-2.en.srt - 5.94 KB
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02_01_rest-apis-http-requests-part-1.en.srt - 4.81 KB
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02_05_working-with-different-file-formats-csv-xml-json-xlsx.en.srt - 4.72 KB
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02_04_optional-web-scraping.en.txt - 4.13 KB
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02_03_optional-html-for-web-scraping.en.txt - 3.95 KB
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02_02_rest-apis-http-requests-part-2.en.txt - 3.8 KB
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02_05_working-with-different-file-formats-csv-xml-json-xlsx.en.txt - 3.43 KB
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02_01_rest-apis-http-requests-part-1.en.txt - 3.09 KB
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04_course-wrap-up
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04_02_python-cheat-sheet-the-basics_Python Cheat Sheet - The Basics Coursera.pdf - 6.11 MB
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04_01_congratulations-and-next-steps_instructions.html - 5.01 KB
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04_02_python-cheat-sheet-the-basics_instructions.html - 1.33 KB
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03_module-5-summary-cheatsheet-graded-quiz-and-glossary
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03_01_module-5-summary-apis-and-data-collection_instructions.html - 9.14 KB
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01_python-basics
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01_about-the-course
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01_01_course-introduction.mp4 - 8.2 MB
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01_04_helpful-tips-for-course-completion_instructions.html - 451.78 KB
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01_04_helpful-tips-for-course-completion_Helpful_Tips_IBM_SkillsNetwork.html - 5.64 KB
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01_03_course-overview_instructions.html - 4.45 KB
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01_01_course-introduction.en.srt - 2.94 KB
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01_02_about-this-course_instructions.html - 2.08 KB
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01_01_course-introduction.en.txt - 1.59 KB
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02_getting-started-with-python-and-jupyter
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02_01_introduction-to-python.mp4 - 6.4 MB
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02_03_getting-started-with-jupyter.mp4 - 5.78 MB
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02_02_introduction-to-jupyter_instructions.html - 5.51 KB
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02_01_introduction-to-python.en.srt - 5.17 KB
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02_03_getting-started-with-jupyter.en.srt - 5.09 KB
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02_01_introduction-to-python.en.txt - 3.32 KB
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02_03_getting-started-with-jupyter.en.txt - 3.2 KB
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05_string-operations
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05_01_string-operations.mp4 - 5.37 MB
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05_01_string-operations.en.srt - 5.82 KB
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05_01_string-operations.en.txt - 3.41 KB
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04_expressions-and-variables
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04_01_expressions-and-variables.mp4 - 4.76 MB
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04_01_expressions-and-variables.en.srt - 5.11 KB
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04_01_expressions-and-variables.en.txt - 3.16 KB
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04_02_carriage-return-r-in-python_instructions.html - 2.39 KB
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03_types
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03_01_types.mp4 - 3.58 MB
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03_01_types.en.srt - 3.95 KB
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03_01_types.en.txt - 2.4 KB
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06_module-1-summary-cheatsheet-graded-quiz-and-glossary
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06_01_module-1-summary-python-basics_instructions.html - 5.88 KB
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06_Resources
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01_python-cheat-sheet-the-basics
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01_01__Python Cheat Sheet - The Basics Coursera.pdf - 6.11 MB
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01_01__resources.html - 1.16 KB
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data-analysis-with-python
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01_importing-data-sets
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01_importing-data-sets
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01_05_getting-started-analyzing-data-in-python.mp4 - 13.31 MB
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01_04_importing-and-exporting-data-in-python.mp4 - 6.26 MB
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01_06_accessing-databases-with-python.mp4 - 5.03 MB
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01_01_course-introduction.mp4 - 4.45 MB
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01_02_understanding-the-data.mp4 - 4.24 MB
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01_03_python-packages-for-data-science.mp4 - 3.2 MB
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01_05_getting-started-analyzing-data-in-python.en.srt - 7.46 KB
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01_06_accessing-databases-with-python.en.srt - 6.32 KB
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01_04_importing-and-exporting-data-in-python.en.srt - 5.69 KB
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01_07_lesson-summary_instructions.html - 5.66 KB
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01_03_python-packages-for-data-science.en.srt - 4.06 KB
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01_05_getting-started-analyzing-data-in-python.en.txt - 3.94 KB
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01_02_understanding-the-data.en.srt - 3.69 KB
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01_04_importing-and-exporting-data-in-python.en.txt - 3.54 KB
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01_06_accessing-databases-with-python.en.txt - 3.41 KB
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01_01_course-introduction.en.srt - 2.67 KB
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01_02_understanding-the-data.en.txt - 2.24 KB
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01_03_python-packages-for-data-science.en.txt - 2.18 KB
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01_01_course-introduction.en.txt - 1.68 KB
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05_model-evaluation-and-refinement
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01_model-evaluation-and-refinement
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01_01_model-evaluation-and-refinement.mp4 - 9.95 MB
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01_04_grid-search.mp4 - 6.6 MB
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01_02_overfitting-underfitting-and-model-selection.mp4 - 5.78 MB
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01_03_ridge-regression.mp4 - 5.54 MB
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01_01_model-evaluation-and-refinement.en.srt - 12.91 KB
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01_02_overfitting-underfitting-and-model-selection.en.srt - 7.69 KB
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01_03_ridge-regression.en.srt - 7.51 KB
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01_01_model-evaluation-and-refinement.en.txt - 6.73 KB
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01_04_grid-search.en.srt - 6.49 KB
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01_05_lesson-summary_instructions.html - 4.1 KB
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01_02_overfitting-underfitting-and-model-selection.en.txt - 4.07 KB
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01_04_grid-search.en.txt - 3.97 KB
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01_03_ridge-regression.en.txt - 3.96 KB
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04_model-development
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01_model-development
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01_04_polynomial-regression-and-pipelines.mp4 - 9.61 MB
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01_02_linear-regression-and-multiple-linear-regression.mp4 - 8.95 MB
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01_06_prediction-and-decision-making.mp4 - 6.98 MB
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01_03_model-evaluation-using-visualization.mp4 - 6.38 MB
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01_05_measures-for-in-sample-evaluation.mp4 - 5.55 MB
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01_01_model-development.mp4 - 2.79 MB
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01_02_linear-regression-and-multiple-linear-regression.en.srt - 8.42 KB
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01_06_prediction-and-decision-making.en.srt - 8.09 KB
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01_03_model-evaluation-using-visualization.en.srt - 6.74 KB
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01_07_lesson-summary_instructions.html - 6.34 KB
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01_04_polynomial-regression-and-pipelines.en.srt - 6.32 KB
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01_02_linear-regression-and-multiple-linear-regression.en.txt - 5.25 KB
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01_05_measures-for-in-sample-evaluation.en.srt - 5.19 KB
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01_06_prediction-and-decision-making.en.txt - 4.23 KB
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01_03_model-evaluation-using-visualization.en.txt - 4.03 KB
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01_04_polynomial-regression-and-pipelines.en.txt - 3.83 KB
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01_05_measures-for-in-sample-evaluation.en.txt - 3.18 KB
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01_01_model-development.en.srt - 2.89 KB
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01_01_model-development.en.txt - 1.51 KB
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02_data-wrangling
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01_data-wrangling
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01_02_dealing-with-missing-values-in-python.mp4 - 7.83 MB
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01_04_data-normalization-in-python.mp4 - 4.89 MB
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01_03_data-formatting-in-python.mp4 - 4.8 MB
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01_01_pre-processing-data-in-python.mp4 - 3.06 MB
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01_06_turning-categorical-variables-into-quantitative-variables-in-python.mp4 - 2.84 MB
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01_05_binning-in-python.mp4 - 2.59 MB
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01_02_dealing-with-missing-values-in-python.en.srt - 8.23 KB
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01_03_data-formatting-in-python.en.srt - 5.39 KB
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01_02_dealing-with-missing-values-in-python.en.txt - 5.15 KB
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01_04_data-normalization-in-python.en.srt - 4.92 KB
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01_01_pre-processing-data-in-python.en.srt - 3.71 KB
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01_07_lesson-summary_instructions.html - 3.24 KB
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01_04_data-normalization-in-python.en.txt - 3.04 KB
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01_06_turning-categorical-variables-into-quantitative-variables-in-python.en.srt - 2.99 KB
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01_03_data-formatting-in-python.en.txt - 2.84 KB
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01_05_binning-in-python.en.srt - 2.41 KB
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01_01_pre-processing-data-in-python.en.txt - 2 KB
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01_06_turning-categorical-variables-into-quantitative-variables-in-python.en.txt - 1.53 KB
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01_05_binning-in-python.en.txt - 1.52 KB
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03_exploratory-data-analysis
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01_exploratory-data-analysis
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01_02_descriptive-statistics.mp4 - 6.3 MB
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01_03_groupby-in-python.mp4 - 4.75 MB
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01_04_correlation.mp4 - 3.66 MB
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01_05_correlation-statistics.mp4 - 3.62 MB
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01_01_exploratory-data-analysis.mp4 - 1.96 MB
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01_02_descriptive-statistics.en.srt - 7.85 KB
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01_03_groupby-in-python.en.srt - 5.8 KB
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01_05_correlation-statistics.en.srt - 4.45 KB
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01_02_descriptive-statistics.en.txt - 4.23 KB
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01_06_lesson-summary_instructions.html - 4.19 KB
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01_04_correlation.en.srt - 3.86 KB
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01_03_groupby-in-python.en.txt - 3.12 KB
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01_04_correlation.en.txt - 2.44 KB
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01_05_correlation-statistics.en.txt - 2.33 KB
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01_01_exploratory-data-analysis.en.srt - 1.91 KB
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01_01_exploratory-data-analysis.en.txt - 1.22 KB
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06_final-assignment
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02_final-exam
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02_01_cheat-sheet-data-analysis-for-python_Python Cheat Sheet for Data Analysis.pdf - 568.45 KB
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02_01_cheat-sheet-data-analysis-for-python_instructions.html - 1.33 KB
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03_digital-badge
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03_01_ibm-digital-badge_instructions.html - 152.83 KB
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01_final-project
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01_01_final-project-scenario_House_Sales_in_King_Count_USA.ipynb - 16.5 KB
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01_01_final-project-scenario_instructions.html - 2.57 KB
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01_02_submit-your-project-and-review-others_peer_assignment_instructions.html - 1.87 KB
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04_acknowledgments
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04_02_thanks-from-the-course-team_instructions.html - 2.96 KB
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04_01_congratulations-and-next-steps_instructions.html - 2.59 KB
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python-for-data-visualization
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04_creating-dashboards-with-plotly-and-dash
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02_working-with-dash
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02_05_understanding-the-lab-environment.mp4 - 12.15 MB
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02_03_make-dashboards-interactive.mp4 - 7.62 MB
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02_01_introduction-to-dash.mp4 - 4.95 MB
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02_05_understanding-the-lab-environment.en.srt - 11.05 KB
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02_03_make-dashboards-interactive.en.srt - 6.82 KB
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02_08_graded-quiz-creating-dashboards-with-plotly-and-dash_exam.html - 6.15 KB
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02_05_understanding-the-lab-environment.en.txt - 5.79 KB
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02_01_introduction-to-dash.en.srt - 4.92 KB
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02_03_make-dashboards-interactive.en.txt - 4.2 KB
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02_06_practice-quiz-working-with-dash_quiz.html - 4.14 KB
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02_07_summary-creating-dashboards-with-plotly-and-dash_instructions.html - 2.62 KB
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02_01_introduction-to-dash.en.txt - 2.57 KB
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02_04_additional-resources-for-interactive-dashboards_instructions.html - 1.56 KB
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02_02_additional-resources-for-dash_instructions.html - 1.47 KB
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01_creating-dashboards-with-plotly
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01_03_introduction-to-plotly.mp4 - 7.94 MB
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01_01_dashboarding-overview.mp4 - 6.01 MB
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01_04_additional-resources-for-plotly_plotly_js_cheat_sheet.pdf - 2.92 MB
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01_03_introduction-to-plotly.en.srt - 7.67 KB
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01_01_dashboarding-overview.en.srt - 7.36 KB
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01_03_introduction-to-plotly.en.txt - 4.01 KB
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01_05_practice-quiz-creating-dashboards-with-plotly_quiz.html - 3.89 KB
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01_01_dashboarding-overview.en.txt - 3.88 KB
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01_04_additional-resources-for-plotly_instructions.html - 1.86 KB
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01_02_additional-resources-for-dashboards_instructions.html - 1.25 KB
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02_basic-and-specialized-visualization-tools
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02_specialized-visualization-tools
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02_04_plotting-directly-with-matplotlib.mp4 - 11.81 MB
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02_01_pie-charts.mp4 - 7.05 MB
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02_03_scatter-plots.mp4 - 5.01 MB
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02_02_box-plots.mp4 - 3.71 MB
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02_07_graded-quiz-basic-and-specialized-visualization-tools_exam.html - 33.67 KB
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02_04_plotting-directly-with-matplotlib.en.srt - 11.58 KB
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02_04_plotting-directly-with-matplotlib.en.txt - 6.08 KB
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02_03_scatter-plots.en.srt - 5.49 KB
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02_05_practice-quiz-specialized-visualization-tools_quiz.html - 4.61 KB
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02_01_pie-charts.en.srt - 4.3 KB
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02_02_box-plots.en.srt - 3.54 KB
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02_06_summary-basic-and-specialized-visualization-tools_instructions.html - 3.01 KB
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02_03_scatter-plots.en.txt - 2.94 KB
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02_01_pie-charts.en.txt - 2.68 KB
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02_02_box-plots.en.txt - 2.19 KB
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01_basic-visualization-tools
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01_01_area-plots.mp4 - 7.69 MB
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01_02_histograms.mp4 - 6.53 MB
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01_03_bar-charts.mp4 - 4.76 MB
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01_04_practice-quiz-basic-visualization-tools_quiz.html - 14.23 KB
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01_01_area-plots.en.srt - 7.97 KB
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01_02_histograms.en.srt - 6.14 KB
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01_03_bar-charts.en.srt - 5.18 KB
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01_01_area-plots.en.txt - 4.21 KB
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01_02_histograms.en.txt - 3.86 KB
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01_03_bar-charts.en.txt - 2.74 KB
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01_introduction-to-data-visualization-tools
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02_introduction-to-data-visualization
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02_02_types-of-plots.mp4 - 11.43 MB
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02_01_overview-of-data-visualization.mp4 - 10.45 MB
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02_04_introduction-to-matplotlib.mp4 - 8.97 MB
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02_03_plot-libraries.mp4 - 8.18 MB
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02_05_basic-plotting-with-matplotlib.mp4 - 5.96 MB
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02_07_line-plots.mp4 - 5.71 MB
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02_06_dataset-on-immigration-to-canada.mp4 - 4.55 MB
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02_01_overview-of-data-visualization.en.srt - 11.82 KB
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02_02_types-of-plots.en.srt - 10.79 KB
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02_04_introduction-to-matplotlib.en.srt - 10.58 KB
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02_03_plot-libraries.en.srt - 8.29 KB
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02_10_graded-quiz-introduction-to-data-visualization-tools_exam.html - 6.83 KB
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02_02_types-of-plots.en.txt - 6.73 KB
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02_01_overview-of-data-visualization.en.txt - 6.35 KB
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02_05_basic-plotting-with-matplotlib.en.srt - 6.07 KB
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02_07_line-plots.en.srt - 6.05 KB
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02_09_summary-introduction-to-data-visualization-tools_instructions.html - 5.97 KB
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02_04_introduction-to-matplotlib.en.txt - 5.56 KB
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02_03_plot-libraries.en.txt - 5.17 KB
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02_06_dataset-on-immigration-to-canada.en.srt - 4.3 KB
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02_08_practice-quiz-introduction-to-data-visualization-tools_quiz.html - 4.01 KB
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02_05_basic-plotting-with-matplotlib.en.txt - 3.86 KB
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02_07_line-plots.en.txt - 3.21 KB
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02_06_dataset-on-immigration-to-canada.en.txt - 2.68 KB
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01_welcome-to-the-course
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01_01_welcome-to-the-course.mp4 - 5.27 MB
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01_03_syllabus_instructions.html - 22.72 KB
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01_02_how-to-make-the-most-of-this-course_instructions.html - 6.75 KB
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01_01_welcome-to-the-course.en.srt - 6.18 KB
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01_01_welcome-to-the-course.en.txt - 3.27 KB
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03_advanced-visualizations-and-geospatial-data
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02_visualizing-geospatial-data
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02_02_maps-with-markers.mp4 - 8.07 MB
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02_03_choropleth-maps.mp4 - 6.67 MB
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02_01_introduction-to-folium.mp4 - 4.33 MB
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02_02_maps-with-markers.en.srt - 7.98 KB
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02_06_graded-quiz-advanced-visualizations-and-geospatial-data_exam.html - 6.96 KB
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02_03_choropleth-maps.en.srt - 5.7 KB
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02_02_maps-with-markers.en.txt - 4.26 KB
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02_01_introduction-to-folium.en.srt - 4.2 KB
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02_04_practice-quiz-visualizing-geospatial-data_quiz.html - 4.17 KB
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02_03_choropleth-maps.en.txt - 3.58 KB
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02_05_summary-advanced-visualizations-and-geospatial-data_instructions.html - 3.04 KB
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02_01_introduction-to-folium.en.txt - 2.31 KB
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01_advanced-visualization-tools
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01_01_final-assignment-part-3-submission-and-grading_peer_assignment_instructions.html - 5.36 KB
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02_course-wrap-up
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applied-data-science-capstone
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05_present-your-data-driven-insights
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01_how-to-present-your-findings
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01_02_best-practices-for-presenting-your-findings.mp4 - 4.94 MB
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01_01_elements-of-a-successful-data-findings-report.en.srt - 6.96 KB
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01_introduction
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03_collecting-the-data
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03_01_data-collection-overview.mp4 - 7.09 MB
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03_01_data-collection-overview.en.srt - 5.07 KB
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03_01_data-collection-overview.en.txt - 3.18 KB
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03_03_graded-quiz-data-collection-api-with-webscraping_exam.html - 2.77 KB
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02_capstone-introduction-and-understanding-the-datasets
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02_01_project-scenario-and-overview.mp4 - 5.64 MB
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01_welcome
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03_interactive-visual-analytics-and-dashboard
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02_exploratory-data-analysis-eda
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01_exploratory-analysis-using-sql
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01_03_exploratory-data-analysis-using-sql_exam.html - 4.85 KB
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python-project-for-data-science
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01_crowdsourcing-short-squeeze-dashboard
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02_optional-intro-to-webscraping
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02_03_webscraping.mp4 - 7.48 MB
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02_02_html-for-webscraping.mp4 - 7.12 MB
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02_03_webscraping.en.srt - 6.53 KB
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03_final-project-analyzing-stock-performance-and-building-a-dashboard
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03_08_analyzing-historical-stock-revenue-data-and-building-a-dashboard_peer_assignment_instructions.html - 320.52 KB
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03_06_optional-jupyter-notebook-to-complete-your-final-project_Final Assignment.ipynb - 15.75 KB
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01_welcome
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0. Join Our Discord for More Awesome Stuff!.txt - 156 B
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InfoHash:
700862C2EE31011341F70A3C3227CE439E077DBF
Last updated:
Apr 27, 2024
File count:
350 B
File Category:
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Tags:
coursera, applied, data, science, specialization, course, series