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Unlock the power of data with our Data Science & Analytics course!
Instructor: Somil Deshmukh
Language: English
Validity Period: Lifetime
Description:
This course covers the fundamentals of data science and analytics, including data wrangling, exploratory data analysis, machine learning, and data visualization. Practical hands-on projects and case studies are included to enhance learning and real-world applications.
Key Highlights:
What you will learn:
| Excel:Introduction | |||
| Excel;Working with excel | |||
| Working with excel (day2)-formatting-Formulas | |||
| Excel-Formula-Function-assignment | |||
| Excel: working with more formulas and functions | |||
| Excel: Data Cleaning + wrangling | |||
| Excel; Data Cleaning & Wrangling | |||
| Excel-Cleaning Data-Assignment2 | |||
| Excel; Data Sorting and Filtering | |||
| Excel; Working with Multiple Functions | |||
| Excel: Working with Countif, Sumif, VLookup | |||
| Excel; VLookup and HLookup | |||
| Excel-Filtering-Sorting-Vlookup-HLookUp-Assognment3 | |||
| Excel: Dependent PickList ,FlashFill | |||
| Excel: working with pivot | |||
| Excel: working with Pivot 9day2) | |||
| Recording - Excel: working with Pivot 9day2) 45:00 | |||
| Excel: Working on Graphs | |||
| Excel: working on Graphs (Day2) | |||
| Excel-Creating Basic Charts-Assignment5 | |||
| Excel: Working on advanced chart | |||
| Creating Advanced Charts-Assignment6 | |||
| Excel:dashBoard Creation | |||
| DashBoard-Part2 | |||
| Chart-Dashboard-Final_assignment | |||
| Python Installtion | |||
| How to Install Python | |||
| get-pip | |||
| Python: First Example | |||
| PY0101EN-1-1-Write_your_first_python_code | |||
| Python: Variable and Expression | |||
| Python:String | |||
| Python; String assignment | |||
| PY0101EN-1-2-Strings-20230410-1681084800.jupyterlite | |||
| Python; List and Tuple | |||
| Python:Tuple assignment | |||
| PY0101EN-2-1-Tuples | |||
| Python: working with List +assignment | |||
| PY0101EN-2-2-Lists | |||
| Python:Set | |||
| PY0101EN-2-3-Sets | |||
| Python : Dictionary | |||
| PY0101EN-2-4-Dictionaries-20230526-1685059200.jupyterlite | |||
| Python ;Condition and Branching | |||
| Python: Condition and branching assignment | |||
| PY0101EN-3-1-Conditions | |||
| Python: Loops | |||
| Python: Loops assignment | |||
| PY0101EN-3-2-Loops | |||
| Assignment checking | |||
| Python: Function (day1) | |||
| Python;Functions Day2 | |||
| Python: Function Assignment | |||
| PY0101EN-3-3-Functions | |||
| Python : Function Assignment Day2 | |||
| Data Science & Analytics Infographics | |||
| Python: Exception Handling | |||
| Python : First Program | |||
| Python : Exception assignment | |||
| 3-1.2ExcecptionHandling (1) | |||
| Python ; Classes and Object | |||
| Python : Classes and Object assignment | |||
| PY0101EN-3-4-Classes | |||
| Classes and Object assignment | |||
| Python: working with files | |||
| Python: reading from files + writing | |||
| PY0101EN-4-2-WriteFile | |||
| PY0101EN-4-1-ReadFile | |||
| Python: writing to file assignment | |||
| Working with Numphy | |||
| Numphy One Dimensions assignment | |||
| working with two dimensional array | |||
| working with two dimensional array assg | |||
| PY0101EN-5-2-Numpy2D | |||
| Working with Pandas | |||
| Pandas Assignment | |||
| PY0101EN-4-3-LoadData-Using-Pandas | |||
| Python: Working with different files | |||
| PY0101EN-5.4_WorkingWithDifferentFileTypes | |||
| Python : Working with different file format | |||
| Python: Working with different file assignment (day2) | |||
| Python: Working with different files assignment (day3) | |||
| Python : Working with API | |||
| Rest AI & HTTP | |||
| Rest API Assignment | |||
| PY0101EN-5.2_API_2.v2 | |||
| Rest API and HTTP (day2) | |||
| Rest API with HTTP(Day3) | |||
| HTTP Assigment | |||
| Assignment checking | |||
| Working with SQL | |||
| mysql-8.1.0-winx64-server-setup | |||
| mysql-workbench-community-8.0.34-winx64-client | |||
| SQL introduction | |||
| SQL : Data import | |||
| HR_Database_Create_Tables_Script | |||
| Employee | |||
| Department | |||
| Jobs | |||
| JobsHistory | |||
| Location | |||
| SQL: select update insert | |||
| SQL : Count Distinct Limit | |||
| SQL Cheat Sheet | |||
| DML and DDL Information | |||
| SQL :Alter Drop truncate | |||
| SQL: String pattern Range | |||
| SQL: Sorting + Grouping | |||
| Hands-on Lab-String Patterns, Sorting and Grouping | |||
| SQL Cheat Sheet-Like-OrderBy-groupBy | |||
| SQL: Build n Function and Date Function | |||
| PETRESCUE-CREATE | |||
| SQL: Sub Query | |||
| SQL: Working on Joins | |||
| SQL: Left and Right Joins | |||
| Hands-on Lab-Working with Multiple Tables | |||
| Hands-on Lab -Sub-queries and Nested SELECTS | |||
| Join-Flow | |||
| Joins | |||
| SQL connecting with python | |||
| Python: Connecting to Database | |||
| MYSQL Lab Connecting to a database instance-Part1 | |||
| Python: Connection with Mysql (Day2) | |||
| MYSQl-Full-assignment-with-Plot | |||
| MYSQl-SQLMagic examples | |||
| Working with SQLITE database | |||
| Working with SQLITE Database (day2) | |||
| Hands-on Lab Practice Querying Real World School Datasets | |||
| SQLIte Analyzing a real World Data Set-+with SQLMagic-CensusData | |||
| SQLITE Creating tables, inserting and querying Data- | |||
| SQL : working on Views | |||
| view-assignment | |||
| SQL: Stored Procedure | |||
| Stored-Procedure | |||
| PETSALE-CREATE-v2 | |||
| SQL: Transaction | |||
| Transaction-assignment | |||
| BankAccounts-CREATE | |||
| ShoeShop-CREATE | |||
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