├── BI Dashboards with IBM Cognos Analytics and Google Looker ├── AU_Car_Models.csv ├── AU_Car_Recalls.csv ├── AU_Daily_Sales.csv ├── AU_Dealers.csv ├── AU_Sales_By_Model.csv ├── AU_Sentiment.csv ├── Data Visualizations and Dashboards with Google Looker Studio.png ├── Final Exam.png ├── IBM Cognos Analytics for Data Analysis and Visualization.png ├── Sales_Report.pdf └── Service_Report.pdf ├── Big Data, Hadoop, and Spark Basics ├── Course Final Exam.jpg ├── DataFrames.ipynb ├── DataFrames_lab_reading.md.html ├── Graded Quiz Introduction to Apache Spark.png ├── Graded Quiz Introduction to Big Data.png ├── Graded Quiz Introduction to Data-Frames & SparkSQL.png ├── Graded Quiz Introduction to Hadoop.png ├── Graded Quiz Introduction to Monitoring & Tuning.png ├── Graded Quiz Spark Architecture.png ├── Graded Quiz Spark Runtime Environments.png ├── HadoopMapReduce.md.html ├── SparkSQL.ipynb ├── SparkSQL_lab_reading.md.html ├── WatsonStudio.md.html └── kube_lab.md.html ├── Data Engineering Capstone Project ├── Automation.ipynb ├── Cognos Dashboard Embedded.md.html ├── Dashboard Creation.ipynb ├── Data Pipelines using Apache Airflow.ipynb ├── Data Platform Architecture.md.html ├── Data Warehouse Reporting.ipynb ├── Data_pipelines_using_airflow.md.html ├── DimCategory.csv ├── DimCategory.jpg ├── DimCountry.csv ├── DimCountry.jpg ├── DimDate.csv ├── DimDate.jpg ├── ER Diagram.pptx ├── ETL.md.html ├── FactSales Table.ipynb ├── FactSales.csv ├── FactSales.jpg ├── Graded Quiz Big Data Analytics with Spark.jpg ├── Graded Quiz Dashboard Creation.jpg ├── Graded Quiz Data Warehousing & Reporting.jpg ├── Graded Quiz ETL & Data Pipelines using Apache Airflow.jpg ├── Graded Quiz OLTP Database.jpg ├── Graded Quiz Querying Data in NoSQL Databases.jpg ├── Mod1_Data_PLatform_Architecture_and_OLTP_Database.md.html ├── Mod2_Set_up_your_NoSQL_Data_Repository.md.html ├── Mod3_Build_a_Data_Warehouse.md.html ├── Mod4_Data_Analytics.md.html ├── Mod5_ETL_and_Data_Pipelines.md.html ├── Mod6_Big_Data_Analytics_with_Spark.md.html ├── Mongo.ipynb ├── OLTP_database_requirements_and_design.md.html ├── Peer-graded Assignment 1.jpg ├── Peer-graded Assignment 2.jpg ├── Peer-graded Assignment 3.jpg ├── Spark_MLOps.ipynb ├── accesslog.txt ├── accesslog.xlsx ├── analytics.md.html ├── automation.db ├── automation.db-journal ├── automation.py ├── barchart.jpg ├── catalog.json ├── create-index.jpg ├── createtable.jpg ├── createtable2.jpg ├── cube.jpg ├── dag_args.jpg ├── dag_definition.jpg ├── dag_runs.jpg ├── datadump.sh ├── dataimport.jpg ├── datasource.jpg ├── datatype.jpg ├── db2connect.py ├── dimtables.jpg ├── dw.md.html ├── ecommerce.csv ├── electronics.csv ├── exportdata.jpg ├── extract_data.jpg ├── forecast.jpg ├── gaminglaptop.jpg ├── get_last_rowid.jpg ├── get_latest_records.jpg ├── groupingsets.jpg ├── importdata.jpg ├── insert_records.jpg ├── linechart.jpg ├── list-collections.jpg ├── list-dbs.jpg ├── listindexes1.jpg ├── listindexes2.jpg ├── listtables.jpg ├── load_data.jpg ├── loadmodel.jpg ├── model.gzip ├── mongo-query-laptops.jpg ├── mongo-query-mobiles1.jpg ├── mongo-query-mobiles2.jpg ├── mongoexport.jpg ├── mongoimport.jpg ├── mqt.jpg ├── mysqlconnect.py ├── nosql.md.html ├── oltp.md.html ├── oltpdata.csv ├── piechart.jpg ├── pipeline.jpg ├── process_web_log.py ├── products.csv ├── reporting-dw.md.html ├── rollup.jpg ├── sales.csv ├── sales.sql ├── sales_data.csv ├── salesrows.jpg ├── searchterms.csv ├── shape.jpg ├── softcartDimCategory.jpg ├── softcartDimCountry.jpg ├── softcartDimDate.jpg ├── softcartDimItem.jpg ├── softcartFactSales.jpg ├── softcartRelationships.jpg ├── submit_dag.jpg ├── top10rows.jpg ├── top5rows.jpg ├── top5terms.jpg ├── transform_data.jpg └── unpause_dag.jpg ├── Data Engineering Career Guide ├── Create Your Cover Letter.pdf ├── Draft_your_Resume.pdf ├── Drafting Other Materials – Basic Cover Letter.pdf ├── Drafting Other Materials.pdf ├── Graded Quiz 1.png ├── Graded Quiz 2.png └── Graded Quiz 3.png ├── Data Engineering and Machine Learning using Spark ├── 1-import-library.jpg ├── 2-parquet-to-csv.jpg ├── 3-converted-parquet.jpg ├── 5-pmml.jpg ├── 6-deploy_wml_pmml.jpg ├── 7-model-inference.jpg ├── 8-hyper-parameter-tuning.jpg ├── 9-resample-data-splits.jpg ├── Graded Quiz Spark for Data Engineering.png ├── Graded Quiz SparkML.png ├── Peer-graded Assignment.jpg ├── SparkML.ipynb ├── SparkML_lab_reading.md.html ├── deploy_wml_pmml.ipynb ├── etl_lab.ipynb ├── final_project.ipynb ├── final_project.md.html ├── input-hmp.ipynb ├── prediction.ipynb ├── spark-csv-to-parquet.ipynb ├── spark-parquet-to-csv.ipynb ├── spark-train-lr-2.ipynb ├── spark-train-lr-3.ipynb ├── spark-train-lr-4.ipynb └── spark-train-lr.ipynb ├── Data Warehouse Fundamentals ├── 1-MyDimDate.jpg ├── 10-DimTruck.jpg ├── 11-DimStation.jpg ├── 12-FactTrips.jpg ├── 13-groupingsets1.jpg ├── 13-groupingsets2.jpg ├── 14-rollup.jpg ├── 14-rollup2.PNG ├── 15-cube1.jpg ├── 15-cube2.jpg ├── 16-mqt.jpg ├── 17-pie.jpg ├── 18-bar.jpg ├── 19-line.jpg ├── 2-MyDimWaste.jpg ├── 20-pie.jpg ├── 3-MyDimZone.jpg ├── 4-MyFactTrips.jpg ├── 5-MyDimDate.jpg ├── 6-MyDimWaste.jpg ├── 7-MyDimZone.jpg ├── 8-MyFactTrips.jpg ├── 9-DimDate.jpg ├── Final Assignment - Learner file.md.html ├── Final Quiz.png ├── Graded Quiz An Introduction to Data Warehouses, Data Marts, and Data Lakes.png ├── Graded Quiz Data Warehouse Analytics.png ├── Graded Quiz Designing, Modeling and Implementing Data Warehouses.png ├── Reading-IdentifyAnalyticalrequirements.pdf └── waste_ERD.PNG ├── Databases and SQL for Data Science with Python ├── Advanced SQL Techniques │ ├── ChicagoCensusData.csv │ ├── ChicagoCrimeData.csv │ ├── ChicagoPublicSchools.csv │ ├── Exercise 1, Question 1.jpg │ ├── Exercise 1, Question 2.jpg │ ├── Final Project Advanced SQL Techniques.ipynb │ ├── FinalProject_BonusModule.md.html │ └── Week 6 Peer Review.jpg ├── BankAccounts-CREATE.sql ├── Basics of SQL SELECT Statement-labs.md.html ├── COUNT, DISTINCT, LIMIT-labs.md.html ├── CREATE, ALTER, TRUNCATE, DROP-labs.md.html ├── Census_Data_-_Selected_socioeconomic_indicators_in_Chicago__2008___2012-v2.csv ├── ChicagoAnswers │ ├── CENSUS_DATA.csv │ ├── CHICAGO_CRIME_DATA.csv │ ├── CHICAGO_PUBLIC_SCHOOLS.csv │ ├── Chicago Data Portal Data Analysis.ipynb │ ├── Final Project Advanced SQL Techniques.ipynb │ ├── Grading.jpg │ ├── Problem 1.jpg │ ├── Problem 10.jpg │ ├── Problem 2.jpg │ ├── Problem 3.jpg │ ├── Problem 4.jpg │ ├── Problem 5.jpg │ ├── Problem 6.jpg │ ├── Problem 7.jpg │ ├── Problem 8.jpg │ ├── Problem 9.jpg │ ├── Q1.jpg │ ├── Q2.jpg │ ├── Q3.jpg │ └── Q4.jpg ├── Chicago_Public_Schools_-_Progress_Report_Cards__2011-2012-v3.csv ├── Committing and Rolling back-labs.md.html ├── DB0201-l2 _M2_CREATE_DROP.md.html ├── DB0201-l2 _M2_SELECT_statement.md.html ├── DB0201EN-PeerAssign-v5.ipynb ├── DB0201EN-Week3-1-1-Connecting-v4-py.ipynb ├── DB0201EN-Week3-1-2-Querying-v4-py.ipynb ├── DB0201EN-Week3-1-3-SQLmagic-v3-py.ipynb ├── DB0201EN-Week3-1-4-Analyzing-v5-py.ipynb ├── DB0201EN-Week4-1-1-RealDataPractice-v5.ipynb ├── Departments.csv ├── Employees.csv ├── Final Exam 2.jpg ├── Final Exam.jpg ├── FinalProject_BonusModule.md.html ├── Graded Quiz Basic SQL.jpg ├── Graded Quiz Database access from Python.jpg ├── Graded Quiz Functions, Sub-Queries, Multiple Tables.jpg ├── Graded Quiz JOIN operations.jpg ├── Graded Quiz Refining Your Results.jpg ├── Graded Quiz Relational DB Concepts and Tables.jpg ├── Graded Quiz Views, Stored Procedures and Transactions.jpg ├── HR_Database_Create_Tables_Script.sql ├── Hands-on-lab-Joins.md.html ├── Hands-on_Lab__Built-in_Functions.md.html ├── INSERT, UPDATE, DELETE.md.html ├── Instructions_for_Peer_Graded_Assignment.md.html ├── IntroducingSQLMagic.md.html ├── JOIN_Solution_Script.sql ├── Jobs.csv ├── JobsHistory.csv ├── Joins-labs.md.html ├── LAB-0v6_Create_Database_Credentials.md.html ├── Locations.csv ├── MultipleTables_Solution_Script.sql ├── PETRESCUE-CREATE.sql ├── PETRESCUE.csv ├── Reading_Loading_Data.md.html ├── ShoeShop-CREATE.sql ├── Sign up for IBM Cloud-labs.md.html ├── Stored Procedures-labs.md.html ├── String Patterns, Sorting and Grouping-labs.md.html ├── StringPattern-Sorting-Grouping_Solution_Script.sql ├── Sub-queries and Nested SELECTs-labs.md.html ├── SubQueries_Solution_Script.sql ├── Using Views-labs.md.html ├── Week 5 Peer-graded Assignment.jpg ├── Working with Multiple Tables-labs.md.html └── schools.csv ├── ETL and Data Pipelines with Shell, Airflow and Kafka ├── Build a DAG using Airflow.md.html ├── ETL using shell scripting.md.html ├── ETL_Peer_Review_Assignment.md.html ├── ETL_Server_Access_Log_Processing.py ├── ETL_toll_data.py ├── Final Quiz.jpg ├── Getting started with Apache Airflow.md.html ├── Graded Quiz An Introduction to Data Pipelines.png ├── Graded Quiz ETL and ELT Processes.png ├── Graded Quiz ETL using Shell Scripts.png ├── Graded Quiz Using Apache Airflow to build Data Pipelines.png ├── Graded Quiz Using Apache Kafka to build Pipelines for Streaming Data.png ├── Hands-on_Lab-_Monitoring_a_DAG.md.html ├── Kafka.txt ├── Project Scoring.jpg ├── Streaming data with kafka.md.html ├── Streaming_data_peer_review_assignment.md.html ├── batch_streaming_activity.html ├── configure_simulator.jpg ├── consolidate_data.jpg ├── create_toll_topic.jpg ├── dag_args.jpg ├── dag_definition.jpg ├── dag_runs.jpg ├── dagfile.py ├── data_reader_output.jpg ├── download_simulator.jpg ├── dummy_dag.py ├── etl_elt_activity.html ├── extract_data_from_csv.jpg ├── extract_data_from_fixed_width.jpg ├── extract_data_from_tsv.jpg ├── my_first_dag.py ├── projectairflow.py ├── simulator_output.jpg ├── start_kafka.jpg ├── start_zookeeper.jpg ├── streaming_data_reader.py ├── streaming_reader_code.jpg ├── submit_dag.jpg ├── task_pipeline.jpg ├── toll_traffic_generator.py ├── tolldata.tgz ├── tolldata │ ├── fileformats.txt │ ├── payment-data.txt │ ├── tolldata.tar │ ├── tollplaza-data.tsv │ └── vehicle-data.csv ├── transform.jpg ├── unpause_dag.jpg └── unzip_data.jpg ├── Elevate your Data Engineering Career ├── Data Engineering and Generative AI.png ├── Final Exam.png └── Use of Generative AI for Data Engineering.png ├── Getting Started with Data Warehousing and BI Analytics ├── 1-MyDimDate.jpg ├── 10-DimTruck.jpg ├── 11-DimStation.jpg ├── 12-FactTrips.jpg ├── 13-groupingsets1.jpg ├── 13-groupingsets2.jpg ├── 14-rollup.jpg ├── 14-rollup2.PNG ├── 15-cube1.jpg ├── 15-cube2.jpg ├── 16-mqt.jpg ├── 17-pie.jpg ├── 18-bar.jpg ├── 19-line.jpg ├── 2-MyDimWaste.jpg ├── 20-pie.jpg ├── 3-MyDimZone.jpg ├── 4-MyFactTrips.jpg ├── 5-MyDimDate.jpg ├── 6-MyDimWaste.jpg ├── 7-MyDimZone.jpg ├── 8-MyFactTrips.jpg ├── 9-DimDate.jpg ├── Advanced Dashboard Capabilities in Cognos Analytics.md.html ├── DataForCognos.csv ├── Different Methods for Creating Dashboard Visualizations with Cognos Analytics.md.html ├── DimDate.csv ├── DimStation.csv ├── FactTrips.csv ├── Final Quiz.jpg ├── Getting Started with Cognos Analytics.md.html ├── Graded Quiz An Introduction to Data Warehouses, Data Marts, and Data Lakes.png ├── Graded Quiz Data Warehouse Analytics.png ├── Graded Quiz Designing, Modeling and Implementing Data Warehouses.png ├── HandsOn_DB2CognosAnalytics.md.html ├── Peer Review.jpg ├── Populating a dataware house.md.html ├── Querying the Data Warehouse -Cubes, Rollups, Grouping Sets and Materialized Views.md.html ├── Reading- Identify Analytical requirements.md.html ├── Reading-IdentifyAnalyticalrequirements.pdf ├── Setting up a staging area.md.html ├── Verifying Data Quality for a Data Warehouse.md.html ├── Working with Facts and Dimension Tables.md.html ├── final assignment.md.html └── waste_ERD.PNG ├── Hands-on Introduction to Linux Commands and Shell Scripting ├── Bash Scripting Advanced.md.html ├── Bash Scripting.md.html ├── File-Content-Compression-and-Networking-Commands.md.html ├── Final_Project.md.html ├── Informational-File-and-Directory-Commands.md.html ├── Linux Commands.md.html ├── ProjectOverview.md.html ├── Scheduling Tasks Using Crontab.md.html ├── ShellCommandsCheatSheet.md.html ├── introducing-linux-terminal.md.html ├── linux-terminal-tips.md.html └── pipes-reading.md.html ├── Introduction to Data Engineering ├── Graded Quiz 1.png ├── Graded Quiz 10.png ├── Graded Quiz 2.png ├── Graded Quiz 3.png ├── Graded Quiz 4.png ├── Graded Quiz 5.png ├── Graded Quiz 6.png ├── Graded Quiz 7.png ├── Graded Quiz 8.png ├── Graded Quiz 9.png ├── Peer Reviewed Assignment Data Eng Intro.png └── Peer-graded Assignment.png ├── Introduction to NoSQL Databases ├── 1-replication.jpg ├── 10-mongo-query.jpg ├── 11-mongo-query.jpg ├── 12-cassandra-import.jpg ├── 13-cassandra-query.jpg ├── 14-cassandra-index.jpg ├── 15-cassandra-query.jpg ├── 2-index-director.jpg ├── 3-query-director.jpg ├── 4-index-title.jpg ├── 5-query-title.jpg ├── 6-couchexport.jpg ├── 7-mongoimport.jpg ├── 8-mongo-query.jpg ├── 9-mongo-query.jpg ├── Cloudant - Query optimization with indexes.md.html ├── Final Quiz.jpg ├── Graded Quiz Basics of MongoDB.png ├── Graded Quiz Basics of NoSQL.png ├── Graded Quiz Cassandra Basics.png ├── Graded Quiz Cloudant Basics.png ├── Graded Quiz Getting Started with MongoDB.png ├── Graded Quiz Working with Cassandra.png ├── Graded Quiz Working with Cloudant.png ├── Graded Quiz Working with Distributed Data.png ├── Lab - Accessing MongoDB using Python.md.html ├── Lab - CRUD_Operations.md.html ├── Lab - Dashboards in Cloudant.md.html ├── Lab - IBM Cloud Signup.md.html ├── Lab - Keyspace_Operations.md.html ├── Lab - MongoDB Aggregation.md.html ├── Lab - MongoDB CRUD.md.html ├── Lab - MongoDB Getting Started.md.html ├── Lab - MongoDB Indexing.md.html ├── Lab - Table_Operations.md.html ├── Lab - Using HTTP API to create and query Cloudant databases.md.html ├── Lab - Using the CQL Shell.md.html ├── Lab_-_Sign_Up_for_an_IBM_Cloudant_Instance.md.html ├── Lab_-_Working_with_Databases_in_Cloudant.md.html ├── Setup and Practice Assignment.md.html ├── diamonds.csv ├── diamonds.json ├── final assignment.md.html ├── movies.csv ├── movies.json └── sqlproject.txt ├── Introduction to Relational Databases ├── BookShop-CREATE-INSERT.sql ├── CoffeeData.sql ├── Create Tables and Load Data in MySQL using phpMyAdmin labs.md.html ├── Create Tables and Load Data in PostgreSQL using pgAdmin labs.md.html ├── Create Tables labs.md.html ├── Database Design using ERDs labs.md.html ├── Final Quiz.png ├── Final_Project_instructional-labs.md.html ├── GeneratedScript.sql ├── Getting started with MySQL command line labs.md.html ├── Getting started with PostgreSQL command line labs.md.html ├── Graded Quiz Creating Tables and Loading Data.png ├── Graded Quiz Designing Keys, Indexes, and Constraints.png ├── Graded Quiz Fundamental Relational Database Concepts.png ├── Graded Quiz Introducing Relational Database Products.png ├── Graded Quiz MySQL.png ├── Graded Quiz PostgreSQL.png ├── HR_pgsql_dump_data_for_example-exercise.tar ├── Introduction to Relational Databases Final Quiz.png ├── Keys and Constraints in MySQL labs.md.html ├── Normalization labs.md.html ├── PETSHOP.csv ├── Peer-graded Assignment.png ├── Project Overview Coursera.html ├── Project.docx ├── Relational Model Concepts labs.md.html ├── Task10.png ├── Task3A.png ├── Task3B.png ├── Task4A.png ├── Task4B.png ├── Task5A.png ├── Task5B.png ├── Task6A.png ├── Task6B.png ├── Task7.png ├── Task8.png ├── Task9.png ├── Views in PostgreSQL labs.md.html ├── existing_data.png ├── product_info_m-view.csv ├── sakila_pgsql_dump.sql └── staff_locations_view.csv ├── Machine Learning with Apache Spark ├── Analyse_a_dataset_using_SparkSQL.ipynb ├── Build_a_classifier_using_Logistic_Regression.ipynb ├── Building_and_training_a_model_using_Linear_Regression.ipynb ├── Classification_using_SparkML.ipynb ├── Clustering.ipynb ├── Clustering_using_SparkML.ipynb ├── Connecting_to_spark_cluster_using_Skills_Network_labs.ipynb ├── ETL_using_Spark.ipynb ├── Feature_Extraction_and_Transformation_using_Spark.ipynb ├── FinalProjectSpark.ipynb ├── Final_Project.ipynb ├── Graded Quiz Data Engineering for Machine Learning using Apache Spark.png ├── Graded Quiz Get Started with Machine Learning.png ├── Graded Quiz Machine Learning with Apache Spark.png ├── Linear Regression Statsmodels.ipynb ├── ML_Pipelines_using_SparkML.ipynb ├── Metrics_for_Classification.ipynb ├── Metrics_for_Regression.ipynb ├── Model_persistance_using_SparkML.ipynb ├── NASA_airfoil_noise_raw.csv ├── Practice_Project.ipynb ├── Quiz Final Project - Evaluation 1.png ├── Quiz Final Project - Evaluation 2.png ├── Regression_using_SparkML.ipynb ├── airfoil.csv ├── customers.csv ├── diamonds.csv ├── drybeans.csv ├── iris.csv ├── mpg.csv ├── pipeline.pkl ├── proverbs.csv └── seeds.csv ├── Python Project for Data Engineering ├── API_Engineer_Peer_Review_Assignment_Extract.ipynb ├── ETL_Engineer_Peer_Review_Assignment.ipynb ├── ExtractTransformLoad_V2.ipynb ├── Extracting Data using API.png ├── Peer Review Assignment DE Project.png ├── Webscraping.png ├── Webscraping_Engineer_Peer_Review_Assignment.ipynb ├── bank │ ├── Question 2.jpg │ ├── Question 3.jpg │ ├── bank_market_cap_1.json │ └── bank_market_cap_2.json ├── bank_market_cap.json ├── banklogfile.txt ├── banktransformed_data.csv ├── dealership_data │ ├── used_car_prices1.csv │ ├── used_car_prices1.json │ ├── used_car_prices1.xml │ ├── used_car_prices2.csv │ ├── used_car_prices2.json │ ├── used_car_prices2.xml │ ├── used_car_prices3.csv │ ├── used_car_prices3.json │ └── used_car_prices3.xml ├── dealership_logfile.txt ├── dealership_transformed_data.csv ├── exchange_rates.csv ├── exchange_rates_1.csv ├── logfile.txt ├── source.zip ├── source1.csv ├── source1.json ├── source1.xml ├── source2.csv ├── source2.json ├── source2.xml ├── source3.csv ├── source3.json ├── source3.xml └── transformed_data.csv ├── Python for Data Science and AI ├── Analyzing US Economic Data.ipynb ├── Grading.jpg ├── IBM_Watson_Setup.md.html ├── Overview.md.html ├── PY0101EN-1-1-Types.ipynb ├── PY0101EN-1-2-Strings.ipynb ├── PY0101EN-2-1-Tuples.ipynb ├── PY0101EN-2-2-Lists.ipynb ├── PY0101EN-2-3-Dictionaries.ipynb ├── PY0101EN-2-4-Sets.ipynb ├── PY0101EN-3-1-Conditions.ipynb ├── PY0101EN-3-2-Loops.ipynb ├── PY0101EN-3-3-Functions.ipynb ├── PY0101EN-3-4-Classes.ipynb ├── PY0101EN-4-1-ReadFile.ipynb ├── PY0101EN-4-2-WriteFile.ipynb ├── PY0101EN-4-Lab-Loading Data and Viewing Data.md.html ├── PY0101EN-5-1-Numpy1D.ipynb ├── PY0101EN-5-2-Numpy2D.ipynb ├── PY0101EN-5.1_Intro_API.ipynb ├── PY0101EN-5.2_API_2.ipynb ├── PY0101EN-5.3_Requests_HTTP.ipynb ├── PY0101EN_Coursera_FinalAssignment.ipynb ├── PY0101_Module5_Instructions_for_Speech_to_Text_and_Language_Translator_API_Keys.md.html ├── Python for Data Science and AI.ipynb ├── Q1.jpg ├── Q2.jpg ├── Q3.jpg ├── Q4.jpg ├── Quizzes.ipynb ├── Using_loc_iloc_ix.md.html ├── clean_gdp.csv ├── clean_unemployment.csv ├── index.html └── test_notebook_final.ipynb ├── README.md └── Relational Database Administration ├── AutomatingSQLTasks.md.html ├── Backup and Restore using MySQL-labs.md.html ├── Backup_Restore_postgreSQL.md.html ├── Create Db2 service instance-labs.md.html ├── Data_Security_Ethical_and_Compliance_Considerations.md.html ├── Db2 System Tables.md.html ├── Final Quiz 2A.png ├── Final Quiz 2B.png ├── Final Quiz 3A.png ├── Final Quiz 3B.png ├── Final Quiz 3C.png ├── Final Quiz.jpg ├── Final_Assignment_-_Database_Administration_-_Part_1.md.html ├── Final_Assignment_-_Database_Administration_-_Part_2.md.html ├── Final_Assignment_-_Database_Administration_-_Part_3.md.html ├── Graded Quiz Back Up and Restore Databases.png ├── Graded Quiz Monitoring and Optimization.png ├── Graded Quiz Overview of Database Management Tasks.png ├── Graded Quiz Security and User Management.png ├── Graded Quiz Server Objects and Hierarchy.png ├── Graded Quiz Troubleshooting and Automation.png ├── Improving Performance of Slow Queries in MySQL-lab.md.html ├── Improving Performance of Slow Queries in MySQL.md.html ├── Monitoring and Optimizing Your Databases in MySQL.md.html ├── Monitoring and Optimizing Your Databases in PostgreSQL.md.html ├── MySQL Storage Engines and System Tables.md.html ├── MySQL User Management, Access Control, and Encryption-labs.md.html ├── MySQL_Storage_Engines.md.html ├── Optimizing-Queries---Beta-Reading.pdf ├── Peer Review.jpg ├── PostgreSQL Instance Configuration and System Catalog.md.html ├── Troubleshooting in PostgreSQL.md.html ├── Upload and Export using Db2 on Cloud labs.md.html ├── User Management and Access Control in PostgreSQL-labs.md.html ├── User Management with DB2.md.html ├── backup-database.png ├── create-role.png ├── create-user.png ├── create-view.png ├── database-restore.png ├── grant-privs-to-role.png ├── grant-role.png ├── index-creation-db2.png ├── index-creation.png ├── max-connections.png ├── query-after-index.png ├── query-base-line-db2.png ├── query-baseline.png ├── query-indexed.png ├── restore-table.png ├── storage-engine-type.png ├── storage-engines.png └── table-data-size.png /BI Dashboards with IBM Cognos 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