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Data Analytics FULL Course for Beginners to Pro in 29 HOURS - 2025 Edition • π΄ To learn Data Analytics Course online with regular LIVE CLASSES, enroll now: https://www.wscubetech.com/landing-pa... • GitHub Link: https://github.com/Ayushi0214/Datasets • 00:00:00 - 02:15:26: Python Basics • Introduction to Python for Data Analytics • Python Installation in Windows • Python IDE (Pycharm) • First Program in Python • Comments, Variables, Datatypes, User-Inputs • TypeCasting, Subtypes, Problem-Solving • Operators and Operands • Conditional Statements • 02:40:22 - 06:36:18: Python - Loops and Lists • Introduction to Loops • For Loop, While Loop, Nested Loops • For Loop with Conditional Statements • Break and Continue Statement • Loops Problem Solving • Introduction to Lists • Lists Slicing, Iteration, Functions • List Comprehension, Problem Solving • 06:47:43 - 07:36:16: Tuples, Dictionaries, and Sets in Python • Introduction to Tuples • Tuples Slicing, Iteration, Functions, Problem Solving • Introduction to Dictionaries • Iteration, Functions, Nested Dictionaries, Problem Solving • Introduction to Sets • Set Methods, Problem Solving • 08:16:10 - 09:14:20: Python Functions and Modules • Introduction to Functions • Parameters, Arguments, Return Statement, Recursion • Lambda Function, Local and Global Variables • Functions Problem Solving • Introduction to Modules, In-built Modules • Creation of Modules, Project Random Module • 09:15:59 - 15:57:26: Numpy and Data Manipulation • Introduction to Numpy • Installation of Jupyter Notebook • Creation, Indexing, and Slicing of Numpy Arrays • Mathematical Operations, Combining and Splitting Arrays • Search, Sort, Filter Arrays, Aggregating Functions • Statistical Functions in Arrays • 12:01:26 - 13:45:36: Pandas for Data Analysis • Introduction to Pandas • Creation of Data Frames, Exploring Data • Dealing with Duplicate values, Missing Data • Column Transformation in Pandas, GroupBy • Merge, Concatenate, Join in Pandas • Pivoting and Melting Dataframes • 13:43:51 - 15:57:26: Matplotlib for Data Visualization • Introduction to Matplotlib • Bar, Line, Scatter, Pie, Box, Histogram, Violin, Stem plots • Stack Plot, Step Chart, Legends, Subplot • Save a Chart Using Matplotlib • Data Visualization in Seaborn • Seaborn Project • 18:38:09 - 21:02:52: MySQL for Data Analytics • Introduction to MySQL • Installation, Importing Data • Select Query, Where Clause • AND, OR, NOT Operators, Like Operator • Order By, Limit, Between • IN, NOT IN operator, String Functions • Data Aggregation, Numeric Functions • Date Functions, Case Operator • Group By, Having Clause • Joins, Set Operators, Subqueries, Views • Stored Procedure, Window Functions • 21:14:31 - 24:45:52: Excel for Data Analytics • Introduction to MS Excel • Basic Functions, Data Validation • Data Connectors, Conditional Formatting • Basics of Formatting, Sorting, Filtering Data • Dealing with Null Values, Duplicate Values • Trimming Whitespaces, Text Functions • IF, AND, OR Functions, Date Time Functions • COUNTIF, SUMIF Functions, Xlookup • Power Query, Cleaning and Transformation • Creating a Dashboard in Excel, myExcel Project • 25:38:35 - 29:09:56: Power BI Essentials • Introduction to Power Bi • Installation of Power Bi Desktop • Data Connectors, Basic Transformations • Format Tool, Pivoting, Unpivoting of data • Adding Conditional Columns, Merge queries • Data model, Relationship Management • Introduction to DAX, Calculated Columns, Measures • DAX Functions, Visualizations, Filters • Creating Reports, Custom Visuals • Designing for Phone vs Desktop Report Viewers • Publishing Reports to Power BI Services • π Want to learn and acquire skills in English? Visit WsCube Tech English channel: https://bit.ly/2M3oYOs • π π©πΌππ² π³πΌπΏ πΌππΏ π»π²π π ππΆπ±π²πΌ: https://bit.ly/share-topic-ideas • For any queries, call us on: +91-7878985501 • β CONNECT WITH THE FOUNDER (Mr. Kushagra Bhatia) - • π Instagram - / kushagrabhatiaofficial • π LinkedIn - / kushagra-bhatia • π Facebook - / kushagrawscubetech • Connect with WsCube Tech on social media for the latest offers, promos, job vacancies, and much more: • π Facebook: / wscubetech.india • π¦ Twitter: / wscubetechindia • π± Instagram: / wscubetechindia • π¨π»π» LinkedIn: / wscubetechindia • πΊ Youtube: http://bit.ly/wscubechannel • π Website: http://wscubetech.com • -------------------------------------| Thanks |-------------------------- • #dataanalysis #analyticscourse #dataanalytics #dataanalytics2024
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