Course curriculum
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1
WEEK ONE
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introduction & definition of concept
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Excel function
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Excel sum,sumif,sumifs function
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Excel count,countif, countifs functions
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Excel date function
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Excel vlookup function
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Practical Exercise on logical function
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2
WEEK TWO
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Excel data cleaning using power query
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Excel data modelling
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Excel pivot table chart
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Excel sorting, filtering,data validation
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Pivot table and chart
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Practical exercise on excel sorting,filtering and data validation
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3
WEEK THREE
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Introduction to PowerBI
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Introduction to PowerBI Chart 2
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Introduction to PowerBI Chart 3
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Introduction to PowerBI Chart
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Logical Functions
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Power Query
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Text Function
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4
WEEK FOUR
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And Function
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Data Cleaning 2
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Data Cleaning 3
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Data Cleaning 4
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Data Cleaning 5
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Data Cleaning 6
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Data Cleaning
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Date Function
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Merging Files
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OR Function
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Using measure
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5
WEEK FIVE
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Creation of Database and table
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Introduction to SQL
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Select Statement and SQL operators
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SQL operators 2
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SQL textual, date and aggregate functions
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The ALTER TABLE statement
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6
WEEK SIX
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Case Expression
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Groupby 1
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Groupby 2
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Groupby 3
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SQL Constraint
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SQL Joins 2
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SQL Joins
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7
WEEK SEVEN
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V1 (a)
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V1 (b)
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V2
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V3
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V4
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V5
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V6
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V7
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V8
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8
WEEK EIGHT
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import excel file contd.
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import excel file.
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intro to pandas.
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method contd.
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method in pandas.
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reading _ summaring contd.
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reading and summaring data.
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9
WEEK NINE
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Data Cleaning 1
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Data Cleaning 1 Contd
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Data Cleaning 2
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Data Cleaning 2 cont-d
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10
WEEK TEN
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Data visualization 1 - matplotlib
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Data visualization 2 - matplotlib
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fileDMachine LearningData visualization 3
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11
WEEK ELEVEN
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Machine learning introduction.
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Build your first Machine learning model..
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Changing Scientific notation values.
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12
WEEK TWELVE
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Linear Regression - Premium prediction.
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Finding correlation.
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splitting a dataset for ML model.
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Evaluating a Regression model and Building a Class
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