Coursera | Applied Data Science Specialization [FCO]

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Nome:	Coursera \| Applied Data Science Specialization [FCO]
Description: Coursera - Applied Data Science Specialization [FCO] About Get hands-on skills for a career in data science. Learn Python, analyze and visualize data. Apply your skills to data science and machine learning. What you'll learn • Develop an understanding of Python fundamentals • Gain practical Python skills and apply them to data analysis • Communicate data insights effectively through data visualizations • Create a project demonstrating your understanding of applied data science techniques and tools Skills you'll gain • Python Programming • Data Analysis • Machine Learning Specialization - 5 course series This action-packed Specialization is for data science enthusiasts who want to acquire practical skills for real world data problems. If you’re interested in pursuing a career in data science, and already have foundational skills or have completed the Introduction to Data Science Specialization, this program is for you! This 4-course Specialization will give you the tools you need to analyze data and make data driven business decisions leveraging computer science and statistical analysis. You will learn Python–no prior programming knowledge necessary–and discover methods of data analysis and data visualization. You’ll utilize tools used by real data scientists like Numpy and Pandas, practice predictive modeling and model selection, and learn how to tell a compelling story with data to drive decision making. Through guided lectures, labs, and projects in the IBM Cloud, you’ll get hands-on experience tackling interesting data problems from start to finish. Take this Specialization to solidify your Python and data science skills before diving deeper into big data, AI, and deep learning. In addition to earning a Specialization completion certificate from Coursera, you’ll also receive a digital badge from IBM. This Specialization can also be applied toward the IBM Data Science Professional Certificate. This program is ACE® recommended—when you complete, you can earn up to 12 college credits. Instructor(s) Dr. Pooja, Joseph Santarcangelo Offered By IBM Media Information: MP4 \| Video: h264, 1280x720 \| Audio: AAC, 44.100 KHz, 2 Ch Source: https://www.coursera.org/programs/career-training-for-nevadans-k7yhc/specializations/applied-data-science
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Categoria:	Tutorials
Idioma:	English
Total Size:	623.32 MB
Informações Hash:	700862C2EE31011341F70A3C3227CE439E077DBF
Adicionado por:	Prom3th3uS
Data adicionada:	2024-04-27 03:33:39
Torrent Status:	Torrent Verified by Prom3th3uS on 26th April, 2024

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Lista de arquivos:

Arquivo	Tamanho
0. Join Our Discord for More Awesome Stuff!.txt	156.00 B
applied-data-science-capstone/01_introduction/01_welcome/01_01_course-introduction_instructions.html	2.42 kB
applied-data-science-capstone/01_introduction/02_capstone-introduction-and-understanding-the-datasets/02_01_project-scenario-and-overview.en.srt	3.99 kB
applied-data-science-capstone/01_introduction/02_capstone-introduction-and-understanding-the-datasets/02_01_project-scenario-and-overview.en.txt	2.47 kB
applied-data-science-capstone/01_introduction/02_capstone-introduction-and-understanding-the-datasets/02_01_project-scenario-and-overview.mp4	5.64 MB
applied-data-science-capstone/01_introduction/03_collecting-the-data/03_01_data-collection-overview.en.srt	5.07 kB
applied-data-science-capstone/01_introduction/03_collecting-the-data/03_01_data-collection-overview.en.txt	3.18 kB
applied-data-science-capstone/01_introduction/03_collecting-the-data/03_01_data-collection-overview.mp4	7.09 MB
applied-data-science-capstone/01_introduction/03_collecting-the-data/03_02_check-points-data-collection-api_quiz.html	2.07 kB
applied-data-science-capstone/01_introduction/03_collecting-the-data/03_03_graded-quiz-data-collection-api-with-webscraping_exam.html	2.77 kB
applied-data-science-capstone/01_introduction/04_data-wrangling/04_01_data-wrangling-overview.en.srt	2.83 kB
applied-data-science-capstone/01_introduction/04_data-wrangling/04_01_data-wrangling-overview.en.txt	1.44 kB
applied-data-science-capstone/01_introduction/04_data-wrangling/04_01_data-wrangling-overview.mp4	4.71 MB
applied-data-science-capstone/01_introduction/04_data-wrangling/04_02_check-points-data-wrangling_quiz.html	2.39 kB
applied-data-science-capstone/01_introduction/04_data-wrangling/04_03_graded-quiz-data-wrangling-quiz_exam.html	2.18 kB
applied-data-science-capstone/02_exploratory-data-analysis-eda/01_exploratory-analysis-using-sql/01_01_exploratory-data-analysis-overview.en.srt	2.16 kB
applied-data-science-capstone/02_exploratory-data-analysis-eda/01_exploratory-analysis-using-sql/01_01_exploratory-data-analysis-overview.en.txt	1.44 kB
applied-data-science-capstone/02_exploratory-data-analysis-eda/01_exploratory-analysis-using-sql/01_01_exploratory-data-analysis-overview.mp4	2.93 MB
applied-data-science-capstone/02_exploratory-data-analysis-eda/01_exploratory-analysis-using-sql/01_02_check-points-exploratory-analysis-using-sql_quiz.html	2.06 kB
applied-data-science-capstone/02_exploratory-data-analysis-eda/01_exploratory-analysis-using-sql/01_03_exploratory-data-analysis-using-sql_exam.html	4.85 kB
applied-data-science-capstone/02_exploratory-data-analysis-eda/02_exploratory-analysis-using-pandas-and-matplotlib/02_01_check-points-complete-the-eda-with-visualization_quiz.html	2.00 kB
applied-data-science-capstone/02_exploratory-data-analysis-eda/02_exploratory-analysis-using-pandas-and-matplotlib/02_02_exploratory-data-analysis-for-data-visualization_exam.html	4.33 kB
applied-data-science-capstone/03_interactive-visual-analytics-and-dashboard/01_interactive-visual-analytics-and-dashboard/01_01_interactive-visual-analytics-and-dashboards.en.srt	2.20 kB
applied-data-science-capstone/03_interactive-visual-analytics-and-dashboard/01_interactive-visual-analytics-and-dashboard/01_01_interactive-visual-analytics-and-dashboards.en.txt	1.48 kB
applied-data-science-capstone/03_interactive-visual-analytics-and-dashboard/01_interactive-visual-analytics-and-dashboard/01_01_interactive-visual-analytics-and-dashboards.mp4	4.18 MB
applied-data-science-capstone/03_interactive-visual-analytics-and-dashboard/01_interactive-visual-analytics-and-dashboard/01_02_check-points-interactive-visual-analytics-and-dashboard_quiz.html	3.59 kB
applied-data-science-capstone/03_interactive-visual-analytics-and-dashboard/01_interactive-visual-analytics-and-dashboard/01_03_graded-quiz-interactive-visual-analytics-and-dashboard_exam.html	4.13 kB
applied-data-science-capstone/04_predictive-analysis-classification/01_predictive-analysis-classification/01_01_predictive-analysis-overview.en.srt	1.14 kB
applied-data-science-capstone/04_predictive-analysis-classification/01_predictive-analysis-classification/01_01_predictive-analysis-overview.en.txt	732.00 B
applied-data-science-capstone/04_predictive-analysis-classification/01_predictive-analysis-classification/01_01_predictive-analysis-overview.mp4	1.80 MB
applied-data-science-capstone/04_predictive-analysis-classification/01_predictive-analysis-classification/01_02_check-points-predictive-analysis_quiz.html	2.33 kB
applied-data-science-capstone/04_predictive-analysis-classification/01_predictive-analysis-classification/01_03_graded-quiz-predictive-analysisis_exam.html	2.21 kB
applied-data-science-capstone/05_present-your-data-driven-insights/01_how-to-present-your-findings/01_01_elements-of-a-successful-data-findings-report.en.srt	6.96 kB
applied-data-science-capstone/05_present-your-data-driven-insights/01_how-to-present-your-findings/01_01_elements-of-a-successful-data-findings-report.en.txt	4.57 kB
applied-data-science-capstone/05_present-your-data-driven-insights/01_how-to-present-your-findings/01_01_elements-of-a-successful-data-findings-report.mp4	7.52 MB
applied-data-science-capstone/05_present-your-data-driven-insights/01_how-to-present-your-findings/01_02_best-practices-for-presenting-your-findings.en.srt	4.25 kB
applied-data-science-capstone/05_present-your-data-driven-insights/01_how-to-present-your-findings/01_02_best-practices-for-presenting-your-findings.en.txt	2.86 kB
applied-data-science-capstone/05_present-your-data-driven-insights/01_how-to-present-your-findings/01_02_best-practices-for-presenting-your-findings.mp4	4.94 MB
applied-data-science-capstone/05_present-your-data-driven-insights/02_final-presentation/02_01_peer-review-submit-your-work-and-review-your-peers_peer_assignment_instructions.html	3.46 kB
applied-data-science-capstone/05_present-your-data-driven-insights/03_credits-and-acknowledgments/03_01_congratulations-and-next-steps_instructions.html	3.99 kB
applied-data-science-capstone/05_present-your-data-driven-insights/03_credits-and-acknowledgments/03_02_credits-and-acknowledgments_instructions.html	2.19 kB
applied-data-science-capstone/05_present-your-data-driven-insights/03_credits-and-acknowledgments/03_03_copyrights-and-trademarks_instructions.html	1.53 kB
data-analysis-with-python/01_importing-data-sets/01_importing-data-sets/01_01_course-introduction.en.srt	2.67 kB
data-analysis-with-python/01_importing-data-sets/01_importing-data-sets/01_01_course-introduction.en.txt	1.68 kB
data-analysis-with-python/01_importing-data-sets/01_importing-data-sets/01_01_course-introduction.mp4	4.45 MB
data-analysis-with-python/01_importing-data-sets/01_importing-data-sets/01_02_understanding-the-data.en.srt	3.69 kB
data-analysis-with-python/01_importing-data-sets/01_importing-data-sets/01_02_understanding-the-data.en.txt	2.24 kB
data-analysis-with-python/01_importing-data-sets/01_importing-data-sets/01_02_understanding-the-data.mp4	4.24 MB
data-analysis-with-python/01_importing-data-sets/01_importing-data-sets/01_03_python-packages-for-data-science.en.srt	4.06 kB
data-analysis-with-python/01_importing-data-sets/01_importing-data-sets/01_03_python-packages-for-data-science.en.txt	2.18 kB
data-analysis-with-python/01_importing-data-sets/01_importing-data-sets/01_03_python-packages-for-data-science.mp4	3.20 MB
data-analysis-with-python/01_importing-data-sets/01_importing-data-sets/01_04_importing-and-exporting-data-in-python.en.srt	5.69 kB
data-analysis-with-python/01_importing-data-sets/01_importing-data-sets/01_04_importing-and-exporting-data-in-python.en.txt	3.54 kB
data-analysis-with-python/01_importing-data-sets/01_importing-data-sets/01_04_importing-and-exporting-data-in-python.mp4	6.26 MB
data-analysis-with-python/01_importing-data-sets/01_importing-data-sets/01_05_getting-started-analyzing-data-in-python.en.srt	7.46 kB
data-analysis-with-python/01_importing-data-sets/01_importing-data-sets/01_05_getting-started-analyzing-data-in-python.en.txt	3.94 kB
data-analysis-with-python/01_importing-data-sets/01_importing-data-sets/01_05_getting-started-analyzing-data-in-python.mp4	13.31 MB
data-analysis-with-python/01_importing-data-sets/01_importing-data-sets/01_06_accessing-databases-with-python.en.srt	6.32 kB
data-analysis-with-python/01_importing-data-sets/01_importing-data-sets/01_06_accessing-databases-with-python.en.txt	3.41 kB
data-analysis-with-python/01_importing-data-sets/01_importing-data-sets/01_06_accessing-databases-with-python.mp4	5.03 MB
data-analysis-with-python/01_importing-data-sets/01_importing-data-sets/01_07_lesson-summary_instructions.html	5.66 kB
data-analysis-with-python/02_data-wrangling/01_data-wrangling/01_01_pre-processing-data-in-python.en.srt	3.71 kB
data-analysis-with-python/02_data-wrangling/01_data-wrangling/01_01_pre-processing-data-in-python.en.txt	2.00 kB
data-analysis-with-python/02_data-wrangling/01_data-wrangling/01_01_pre-processing-data-in-python.mp4	3.06 MB
data-analysis-with-python/02_data-wrangling/01_data-wrangling/01_02_dealing-with-missing-values-in-python.en.srt	8.23 kB
data-analysis-with-python/02_data-wrangling/01_data-wrangling/01_02_dealing-with-missing-values-in-python.en.txt	5.15 kB
data-analysis-with-python/02_data-wrangling/01_data-wrangling/01_02_dealing-with-missing-values-in-python.mp4	7.83 MB
data-analysis-with-python/02_data-wrangling/01_data-wrangling/01_03_data-formatting-in-python.en.srt	5.39 kB
data-analysis-with-python/02_data-wrangling/01_data-wrangling/01_03_data-formatting-in-python.en.txt	2.84 kB
data-analysis-with-python/02_data-wrangling/01_data-wrangling/01_03_data-formatting-in-python.mp4	4.80 MB
data-analysis-with-python/02_data-wrangling/01_data-wrangling/01_04_data-normalization-in-python.en.srt	4.92 kB
data-analysis-with-python/02_data-wrangling/01_data-wrangling/01_04_data-normalization-in-python.en.txt	3.04 kB
data-analysis-with-python/02_data-wrangling/01_data-wrangling/01_04_data-normalization-in-python.mp4	4.89 MB
data-analysis-with-python/02_data-wrangling/01_data-wrangling/01_05_binning-in-python.en.srt	2.41 kB
data-analysis-with-python/02_data-wrangling/01_data-wrangling/01_05_binning-in-python.en.txt	1.52 kB
data-analysis-with-python/02_data-wrangling/01_data-wrangling/01_05_binning-in-python.mp4	2.59 MB
data-analysis-with-python/02_data-wrangling/01_data-wrangling/01_06_turning-categorical-variables-into-quantitative-variables-in-python.en.srt	2.99 kB
data-analysis-with-python/02_data-wrangling/01_data-wrangling/01_06_turning-categorical-variables-into-quantitative-variables-in-python.en.txt	1.53 kB
data-analysis-with-python/02_data-wrangling/01_data-wrangling/01_06_turning-categorical-variables-into-quantitative-variables-in-python.mp4	2.84 MB
data-analysis-with-python/02_data-wrangling/01_data-wrangling/01_07_lesson-summary_instructions.html	3.24 kB
data-analysis-with-python/03_exploratory-data-analysis/01_exploratory-data-analysis/01_01_exploratory-data-analysis.en.srt	1.91 kB
data-analysis-with-python/03_exploratory-data-analysis/01_exploratory-data-analysis/01_01_exploratory-data-analysis.en.txt	1.22 kB
data-analysis-with-python/03_exploratory-data-analysis/01_exploratory-data-analysis/01_01_exploratory-data-analysis.mp4	1.96 MB
data-analysis-with-python/03_exploratory-data-analysis/01_exploratory-data-analysis/01_02_descriptive-statistics.en.srt	7.85 kB
data-analysis-with-python/03_exploratory-data-analysis/01_exploratory-data-analysis/01_02_descriptive-statistics.en.txt	4.23 kB
data-analysis-with-python/03_exploratory-data-analysis/01_exploratory-data-analysis/01_02_descriptive-statistics.mp4	6.30 MB
data-analysis-with-python/03_exploratory-data-analysis/01_exploratory-data-analysis/01_03_groupby-in-python.en.srt	5.80 kB
data-analysis-with-python/03_exploratory-data-analysis/01_exploratory-data-analysis/01_03_groupby-in-python.en.txt	3.12 kB
data-analysis-with-python/03_exploratory-data-analysis/01_exploratory-data-analysis/01_03_groupby-in-python.mp4	4.75 MB
data-analysis-with-python/03_exploratory-data-analysis/01_exploratory-data-analysis/01_04_correlation.en.srt	3.86 kB
data-analysis-with-python/03_exploratory-data-analysis/01_exploratory-data-analysis/01_04_correlation.en.txt	2.44 kB
data-analysis-with-python/03_exploratory-data-analysis/01_exploratory-data-analysis/01_04_correlation.mp4	3.66 MB
data-analysis-with-python/03_exploratory-data-analysis/01_exploratory-data-analysis/01_05_correlation-statistics.en.srt	4.45 kB
data-analysis-with-python/03_exploratory-data-analysis/01_exploratory-data-analysis/01_05_correlation-statistics.en.txt	2.33 kB
data-analysis-with-python/03_exploratory-data-analysis/01_exploratory-data-analysis/01_05_correlation-statistics.mp4	3.62 MB
data-analysis-with-python/03_exploratory-data-analysis/01_exploratory-data-analysis/01_06_lesson-summary_instructions.html	4.19 kB
data-analysis-with-python/04_model-development/01_model-development/01_01_model-development.en.srt	2.89 kB
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data-analysis-with-python/04_model-development/01_model-development/01_01_model-development.mp4	2.79 MB
data-analysis-with-python/04_model-development/01_model-development/01_02_linear-regression-and-multiple-linear-regression.en.srt	8.42 kB
data-analysis-with-python/04_model-development/01_model-development/01_02_linear-regression-and-multiple-linear-regression.en.txt	5.25 kB
data-analysis-with-python/04_model-development/01_model-development/01_02_linear-regression-and-multiple-linear-regression.mp4	8.95 MB
data-analysis-with-python/04_model-development/01_model-development/01_03_model-evaluation-using-visualization.en.srt	6.74 kB
data-analysis-with-python/04_model-development/01_model-development/01_03_model-evaluation-using-visualization.en.txt	4.03 kB
data-analysis-with-python/04_model-development/01_model-development/01_03_model-evaluation-using-visualization.mp4	6.38 MB
data-analysis-with-python/04_model-development/01_model-development/01_04_polynomial-regression-and-pipelines.en.srt	6.32 kB
data-analysis-with-python/04_model-development/01_model-development/01_04_polynomial-regression-and-pipelines.en.txt	3.83 kB
data-analysis-with-python/04_model-development/01_model-development/01_04_polynomial-regression-and-pipelines.mp4	9.61 MB
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data-analysis-with-python/04_model-development/01_model-development/01_05_measures-for-in-sample-evaluation.en.txt	3.18 kB
data-analysis-with-python/04_model-development/01_model-development/01_05_measures-for-in-sample-evaluation.mp4	5.55 MB
data-analysis-with-python/04_model-development/01_model-development/01_06_prediction-and-decision-making.en.srt	8.09 kB
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data-analysis-with-python/05_model-evaluation-and-refinement/01_model-evaluation-and-refinement/01_02_overfitting-underfitting-and-model-selection.mp4	5.78 MB
data-analysis-with-python/05_model-evaluation-and-refinement/01_model-evaluation-and-refinement/01_03_ridge-regression.en.srt	7.51 kB
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data-analysis-with-python/05_model-evaluation-and-refinement/01_model-evaluation-and-refinement/01_03_ridge-regression.mp4	5.54 MB
data-analysis-with-python/05_model-evaluation-and-refinement/01_model-evaluation-and-refinement/01_04_grid-search.en.srt	6.49 kB
data-analysis-with-python/05_model-evaluation-and-refinement/01_model-evaluation-and-refinement/01_04_grid-search.en.txt	3.97 kB
data-analysis-with-python/05_model-evaluation-and-refinement/01_model-evaluation-and-refinement/01_04_grid-search.mp4	6.60 MB
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data-analysis-with-python/06_final-assignment/01_final-project/01_02_submit-your-project-and-review-others_peer_assignment_instructions.html	1.87 kB
data-analysis-with-python/06_final-assignment/02_final-exam/02_01_cheat-sheet-data-analysis-for-python_instructions.html	1.33 kB
data-analysis-with-python/06_final-assignment/02_final-exam/02_01_cheat-sheet-data-analysis-for-python_Python Cheat Sheet for Data Analysis.pdf	568.45 kB
data-analysis-with-python/06_final-assignment/03_digital-badge/03_01_ibm-digital-badge_instructions.html	152.83 kB
data-analysis-with-python/06_final-assignment/04_acknowledgments/04_01_congratulations-and-next-steps_instructions.html	2.59 kB
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python-project-for-data-science/01_crowdsourcing-short-squeeze-dashboard/04_next-steps/04_01_next-steps_instructions.html	2.28 kB

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