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Batch 94 - Master's In Data Science (PB)
24 December
24 December Recording (163:35)
Assignments & PPT
30th December
30th December Recording (145:41)
30th December File
31st December
31st December Recording (86:21)
31st December File
Assignments
6th January
6th January Recording (140:01)
6th January Files
7th January
7th January Recording (144:07)
7th January File
Assignments
13th January
13th January Recording (143:37)
13th January Files
Surprise Test Link
Surprise test
14th January
14th January Recording (146:45)
14th January File
Assignments
20th January
20th January Recording (115:34)
21st January
21st January Recording part-1 (126:26)
21st January Recording part-2 (6:06)
20th & 21st January Assigments
3rd February
3rd February Recording (137:24)
3rd February File
4th February
4th February Recording (132:55)
4th February File
Assignments
10th February
10th February Recording (143:22)
11th February
11th February Recording Part-1 (94:55)
11th February Recording part-2 (32:54)
10th & 11th February Files
18th February
18th February Recording (138:20)
18th February File
Assignment
24th February
24th February Recording (122:54)
24th February File
25th February
25th February Recording (138:11)
25th February File
2nd March
2nd March Recording (136:52)
2nd March File
3rd March
3rd March Recording (142:53)
3rd March File
10th March
10th March Recording (97:56)
10th March File
Assignments
16th March
16th March Recording (122:34)
16th March files
17th March
17th March Recording Part-1 (3:22)
17th March Recording Part-2 (117:01)
17th March Files
Assignment
23rd March
23rd March Recording (104:53)
23rd March File
30th March
30th March Recording (131:24)
30th March File
31st March
31st March Recording (128:47)
31st March Files
6th April
6th April Recording (136:02)
6th April File
7th April
7th April Recording (126:57)
7th April File
Assignments
13th April
13th April Recording (132:11)
13th April File
20th April
20th April Recording (143:22)
20th April File
TEST - 21st April
TEST - 21st April
27th April
27th April Recording (130:00)
27th April File
28th April
28th April Recording (146:46)
28th April File
4th May
4th May Recording (136:47)
Projects
Capstone Assignments
4th May Files
5th May
5th May Recording (135:40)
5th May File
Projects
11th May
11th May Recording (102:38)
11th May File
12th May
12th May Recording (66:46)
Career Buidling Sessions
Career Buidling Session 1 - 20th May (101:53)
Career Building Session 2 - 21st May (97:53)
Further Process For Placement Assistance
Further Process For Placement Assistance (31:09)
Resumes building and Sample Interview Questions
Sample Resume
Sample Resume
Sample Interview Questions
Handy Tips for Aspiring Data Scientist to make a resume
Company wise Data Science Questions
What should a candidate ask in an interview
Getting Started
What is PowerBi ? (9:20)
PowerBi Desktop Installation (5:12)
PowerBi Walkthrough (6:19)
Introduction to Database (26:50)
Introduction to Database objects (48:28)
Installing SQL Server (8:44)
Installing Sample Database (7:19)
Introduction to Relational Database - Codds Rules (52:14)
Learning ER Diagram (42:17)
Create Tables and Insert using SQL Server (26:24)
Reading content from the Database (51:14)
Introduction to OLAP Database (14:55)
Schema Modelling - Star vs Snowflake (29:55)
Connecting to Data
How to Configure SSMS and SQL Server DB Power BI (48:15)
Connecting to CSV (7:19)
Practice with CSV file (7:52)
Connecting to Excel File with Data (9:22)
Connecting to Hidden Sheet in Excel (3:36)
Connecting with Excel sheet with blank columns (4:00)
Read password protected excel file (3:04)
Read formula from Excel (6:39)
Practice with Excel Data (12:12)
Connecting to Folder of Data (6:22)
Practice with Folder Data (10:57)
Getting Data from Web (4:36)
Web Data Practice (21:03)
Overview of Connecting to SQL Server (6:23)
Connecting to SQL Server and Understanding the data (12:12)
Creating and Importing SQL Views using Import (12:23)
Reading using SQL Query (6:38)
Connecting to ESPN CricInfo (4:26)
Connecting to MYSQL DB (5:34)
Connecting to SQLITE DB (5:17)
Connecting to Wikipedia (3:26)
Include or Exclude part of Visualization (2:20)
Creating Visuals
Line Chart (6:22)
Stacked Bar Chart (4:49)
100 pc Stacked Bar Chart (4:54)
Pie Chart (5:24)
Donut Chart (3:56)
Area Chart (6:04)
Stacked Area Chart (4:23)
Line and Stack Chart (5:48)
Line and Clustered Chart (2:45)
Waterfall Model (7:11)
Key Influencer Chart (6:56)
Funnel Chart (6:28)
Gauge Chart (4:50)
Ribbon Chart (7:24)
Card KPI (4:07)
Sankey Chart (6:30)
Scatter Chart (7:34)
Indicator KPI (6:01)
Bow Tie Chart (7:38)
Tree Map (5:17)
Advance Infographic (7:23)
How to change Aggregation or Calculation type (6:29)
How to create matrix or pivot chart (4:10)
Table Chart (5:12)
Animated Bar Race Chart (7:13)
Bullet Chart (6:38)
Tree Based Custom Visualization (5:45)
World Cloud Visualization (5:10)
Tornado Chart (6:24)
Visual For Natural Language Processing (5:34)
Show or Hide Visualization on Dash board (3:12)
Data Wrangling
Relative Date Filter Tutorial for selecting Previous and Period Range (3:27)
Create a new custom PowerBi table (3:11)
Create a summarized table from existing table (3:31)
Mini Project Connect clean and Model Data (15:50)
Create a new measure PowerBi to keep all measures at one place (4:03)
PowerBi Advance Date Filtering Tutorial with Example (6:21)
Create a new table in PowerBi from existing table based on filter conditions (3:55)
Drill through Filter Tutorial with example to connect pages (7:43)
Create and Use PowerBi Hierarchy (3:56)
Numeric Field Formatting and Conditional Formatting (5:13)
Totals and Sub Totals in Matrix or Pivot Table (4:22)
Visual vs Page vs Page All Filters (3:42)
Changing or Formatting Slicer (6:30)
How to create PowerBi Text Slicer (7:26)
How to create Date Slicer (7:45)
DAX FORMULAE
Dax Introduction (5:19)
Discussion on DAX funtions (7:01)
DAX Example (4:16)
DAX Calculated Column (14:17)
Find Values for Every Last Day of the Year (4:23)
DAX Function DATESINPERIOD (4:08)
DAX Function ClosingBalanceQuarter to find the value at the last day of Quarter (3:03)
DAX Function ClosingBalanceYear to capture on the last day of the year (3:07)
DAX Function DatesMTD and Calculation for running month to date cumulative values (3:37)
DAX Function DatesQTD and calculating for running quarter to date cumulative values (3:27)
DAX Time Intellingence Date Add Function Calculation to get Historical and Future Values (9:37)
DAX Function DatesYTD and Calculation for running year to date cumulative values (3:35)
DAX Time Intelligence Date Function to calculate values between two dates (4:04)
Time Intelligence Dax Function to find the value on last day of the month (3:53)
End to end Visualization
Visualization 1 - Big Picture (54:38)
Working with Call Center Data (49:23)
Sales Insights Performance Dashboard (27:46)
Data Quality Analysis (34:56)
Customer Ageing Analysis (26:30)
Customer Ageing
V4 KPI List
20th & 21st January Assigments
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