Data-Science-Course

IBM Data Science Professional Certification

Full course at : https://www.coursera.org/specializations/ibm-data-science-professional-certificate

Name		Name	Last commit message	Last commit date
Latest commit History 41 Commits
M3_S1-1_Types.ipynb		M3_S1-1_Types.ipynb
M3_S1-2_Strings.ipynb		M3_S1-2_Strings.ipynb
M3_S2-1_Tuples.ipynb		M3_S2-1_Tuples.ipynb
M3_S2-2_Lists.ipynb		M3_S2-2_Lists.ipynb
M3_S2-3_Dictionaries.ipynb		M3_S2-3_Dictionaries.ipynb
M3_S2-4_Sets.ipynb		M3_S2-4_Sets.ipynb
M3_S3-1_Conditions.ipynb		M3_S3-1_Conditions.ipynb
M3_S3-2_Loops.ipynb		M3_S3-2_Loops.ipynb
M3_S3-3_Functions.ipynb		M3_S3-3_Functions.ipynb
M3_S3-4_Classes and Objects.ipynb		M3_S3-4_Classes and Objects.ipynb
M3_S4-1_ReadFile.ipynb		M3_S4-1_ReadFile.ipynb
M3_S4-2_WriteFile.ipynb		M3_S4-2_WriteFile.ipynb
M3_S4-3_Loading and viewing data.ipynb		M3_S4-3_Loading and viewing data.ipynb
M3_S4-4_Numpy1D.ipynb		M3_S4-4_Numpy1D.ipynb
M3_S4-5_Numpy2D.ipynb		M3_S4-5_Numpy2D.ipynb
M3_S4-6_FakeAlbumCoverGame.ipynb		M3_S4-6_FakeAlbumCoverGame.ipynb
M5_S2-0 SQL and DATABASE.sql		M5_S2-0 SQL and DATABASE.sql
M5_S2-1 SQL and DATABASE.sql		M5_S2-1 SQL and DATABASE.sql
M5_S2-2_PETSALE-CREATE.sql		M5_S2-2_PETSALE-CREATE.sql
M5_S2-2_PETSALE-FUNCTIONS-2.sql		M5_S2-2_PETSALE-FUNCTIONS-2.sql
M5_S3-1 Access DB using Python.ipynb		M5_S3-1 Access DB using Python.ipynb
M5_S3-2 SQLmagic-v3.ipynb		M5_S3-2 SQLmagic-v3.ipynb
M5_S3-3 Analyzing real socioeconomic data Chicago.ipynb		M5_S3-3 Analyzing real socioeconomic data Chicago.ipynb
M5_S4-1 RealDataPractice.ipynb		M5_S4-1 RealDataPractice.ipynb
M5_S4-2 PeerAssign-v5-py.ipynb		M5_S4-2 PeerAssign-v5-py.ipynb
M6_S1-1 Introduction Data analysis with Python.ipynb		M6_S1-1 Introduction Data analysis with Python.ipynb
M6_S2 Data Wrangling.ipynb		M6_S2 Data Wrangling.ipynb
M6_S3 Exploratory data analysis.ipynb		M6_S3 Exploratory data analysis.ipynb
M6_S4 Model Development.ipynb		M6_S4 Model Development.ipynb
M6_S5 Model Evaluation and Refinement.ipynb		M6_S5 Model Evaluation and Refinement.ipynb
M6_final_assigment - Prediction prix vente immobilier.ipynb		M6_final_assigment - Prediction prix vente immobilier.ipynb
M7_S1-Introduction-to-Matplotlib-and-Line-Plots-py-v2.0.ipynb		M7_S1-Introduction-to-Matplotlib-and-Line-Plots-py-v2.0.ipynb
M7_S2-1-Area-Plots-Histograms-and-Bar-Charts-py-v2.0.ipynb		M7_S2-1-Area-Plots-Histograms-and-Bar-Charts-py-v2.0.ipynb
M7_S2-2-Pie-Charts-Box-Plots-Scatter-Plots-and-Bubble-Plots-py-v2.0.ipynb		M7_S2-2-Pie-Charts-Box-Plots-Scatter-Plots-and-Bubble-Plots-py-v2.0.ipynb
M7_S3-1-Waffle-Charts-Word-Clouds-and-Regression-Plots-py-v2.0.ipynb		M7_S3-1-Waffle-Charts-Word-Clouds-and-Regression-Plots-py-v2.0.ipynb
M7_S3-2-Generating-Maps-in-Python-py-v2.0.ipynb		M7_S3-2-Generating-Maps-in-Python-py-v2.0.ipynb
M7_S3-3Final assignment.ipynb		M7_S3-3Final assignment.ipynb
M8_S2-1 Simple-Linear-Regression-Co2-py-v1.ipynb		M8_S2-1 Simple-Linear-Regression-Co2-py-v1.ipynb
M8_S2-2 Mulitple-Linear-Regression-Co2-py-v1.ipynb		M8_S2-2 Mulitple-Linear-Regression-Co2-py-v1.ipynb
M8_S2-3 Polynomial-Regression-Co2-py-v1.ipynb		M8_S2-3 Polynomial-Regression-Co2-py-v1.ipynb
M8_S2-4 NoneLinearRegression-py-v1.ipynb		M8_S2-4 NoneLinearRegression-py-v1.ipynb
M8_S3-1 K-Nearest-neighbors-CustCat-py-v1.ipynb		M8_S3-1 K-Nearest-neighbors-CustCat-py-v1.ipynb
M8_S3-2 Decision-Trees-drug-py-v1.ipynb		M8_S3-2 Decision-Trees-drug-py-v1.ipynb
M8_S3-3 Logistic-Reg-churn-py-v1.ipynb		M8_S3-3 Logistic-Reg-churn-py-v1.ipynb
M8_S3-4 SVM-cancer-py-v1.ipynb		M8_S3-4 SVM-cancer-py-v1.ipynb
M8_S4-1 Clus-K-Means-Customer-Seg-py-v1.ipynb		M8_S4-1 Clus-K-Means-Customer-Seg-py-v1.ipynb
M8_S4-2 Clus-Hierarchical-Cars-py-v1.ipynb		M8_S4-2 Clus-Hierarchical-Cars-py-v1.ipynb
M8_S4-3 Clus-DBSCN-weather-py-v1.ipynb		M8_S4-3 Clus-DBSCN-weather-py-v1.ipynb
README.md		README.md

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