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Batch 95 - DS/DA - Evening (SS)
14 January
14 January Recording (164:36)
14th January File
20th January
20th January Recording (156:39)
20th January File
21st January
21st January Recording (163:36)
21st January File
28th January
28th January Recording (163:00)
28th January File
3rd February
3rd February Recording part-1 (74:56)
3rd February Recording part-2 (56:42)
3rd February File
4th February
4th February Recording (152:19)
4th February File
10th February
10th February Recording (156:03)
10th February Files
11th February
11th February Recording (152:01)
11th February File
18th February
18th February Recording (151:37)
18th February File
24th February
24th February Recording (144:51)
24th February File
25th February
25th February Recording (105:51)
25th February File
2nd March
2nd March Recording (152:38)
2nd March File
3rd March
3rd March Recording Part-1 (16:41)
3rd March Recording Part-2 (134:18)
3rd March File
9th March
9th March Recording (149:42)
9th March File
10th March
10th March Recording (155:09)
10th March File
16th March
16th march Recording (152:42)
16th march File
17th March
17th March Recording (150:57)
17th March File
23rd March
23rd March Recording (85:23)
23rd March File
30th March
30th March Recording (138:25)
30th March File
31st March
31st March Recording (151:09)
31st March File
6th April
6th April Recording (154:40)
6th April File
7th April
7th April Recording (151:08)
7th April File
13th April
13th April Recording (149:59)
13th April File
20th April
20th April Recording (47:59)
20th April File
27th April
27th April Recording (153:28)
27th April File
28th April
28th April Recording (151:45)
28th April File
4th May
4th May Recording (161:56)
4th May File
5th May
5th May Recording (150:54)
5th May File
11th May
11th May Recording (154:24)
11th May File
12th May
12th May Recording (152:28)
12th May File
18th May
18th May Recording (145:46)
18th May File
19th May
19th May Recording (153:27)
19th May File
25th May
25th May Recording' (152:28)
Files
26th May
26th May Recording (20:02)
1st June
1st June Recording (139:43)
1st June File
2nd June
2nd June Recording (147:42)
2nd June File
Projects/Assignments
ML Study material
8th June
8th June Recording (147:23)
8th June File
9th June
9th June Recording (151:36)
9th June File
15th June
15th June Recording (151:05)
15th June File
16th June
16th June Recording (151:00)
16th June File
22nd June
22nd June Recording (145:17)
22nd June File
23rd June
23rd June Recording (152:48)
23rd June File
29th June
29th June Recording (146:15)
29th June File
30th June
30th June Recording (141:46)
30th June File
Career Building Session
Career Building Session - 4th July (90:06)
Career Building Session PPT
Career Building Session 5th July (92:09)
Career Building Session Files
Further Placement Assistance Process
Further Placement Assistance Process (56:55)
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 (17:28)
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 (23:36)
Connecting to Excel File with Data (18:44)
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 (36:36)
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 (13:00)
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
14 January Recording
Complete and Continue