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Batch 91 - Master's In Data Science (AM)
15 October
15 October Recording (109:43)
15 October Files
21 October
21 October Recording (145:11)
21 October files
22nd October
22nd October (156:05)
22nd October File
28th October
28th October Recording (153:14)
28th October File
29th October
29th October Recording (153:47)
29th October File
4th November
4th November Recording (152:39)
4th November File
Test PDF and link for google form
Test PDF
Google form Link
Test Answer PDF
5th November
5th November Recording (148:55)
5th NovemberFile
Assignment
18 November
18th November Recording (150:01)
19th November
19th November Recording (153:21)
19th November File
19th November Assignments
Booklet of Python interview preparation
25th November
25th November Recording (158:28)
25th November file
25th November file
26th November
26th November Recording (153:08)
3rd December
3rd December Recording (154:21)
3rd December Files
Thinkstats
9th December
9th December Recording (153:33)
9th December Files
10th December
Test pdf
10th December Recording Part-1 (126:51)
10th December Recording Part-2 (17:48)
16th December
16th December Recording (152:12)
16th December File
17th December
17th December Recording (118:34)
30th December
30th December Recording Part-1 (87:38)
30th December Recording Part-2 (65:27)
30th December File
31st December
31st December Recording (32:31)
Project
3rd January
3rd January Recording (118:15)
3rd January Files
4th January
4th January Recording (123:55)
4th January Files
Project File
13th January
13th January Recording (140:50)
13th January Files
14th January
14th January Recording (142:47)
14th January File
20th January
20th January Recording (137:47)
20th January File
21st January
21st January Recording (148:37)
21st January File
27th January
27th January Recording (153:34)
27th January Files
28th January
28th January Recording (133:28)
28th January Files
3rd February
3rd February Recording (150:34)
3rd February File
4th February
4th February Recording (163:30)
4th February Files
10th February
10th February recording (150:23)
10th February Files
11th February
11th February Recording (152:43)
11th February File
17th February
17th February Recording (149:25)
17th February File
18th February
18th February Recording Part-1 (28:51)
18th February Recording Part-2 (87:31)
24th February
24th February Recording (152:40)
24th February Files
Test
2nd March
2nd March Recording (150:55)
2nd March File
3rd March
3rd March Recording (150:18)
3rd March Files
9th March
9th March Recording (131:07)
9th March Files
Test
10th March
10th March Recording (118:45)
23rd March
23rd March Recording part-1 (82:00)
23rd March Recording part-2 (43:43)
23rd March File
24th March
24th march Recording (81:18)
30th March
30th March Recording Part-1 (2:31)
30th March Recording Part-2 (69:29)
31st March
31st March Recording (152:38)
6th April
6th April Recording (146:21)
7th April
7th April Recording (150:47)
7th April File
13th April
13th April Recording (130:36)
13th April File
Career Building Session
Career Building Session part-1 (105:04)
Career Building Session Part-2 (100:14)
Career building session material
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 a 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 (7:14)
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
Placement Process
Placement Process Session (52:00)
DAX Function DatesMTD and Calculation for running month to date cumulative values
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