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Cohort 116 - DA/DS/GenAi
Link, passcode and updates section
Resume Building Session on Saturday at 3 pm to 5 pm.
Arithmetic_Operators 2. Daily_Data_Consumption 3. Data_Types 4. Introduction_to_DataScience 5. Print 6. Python_Overview 7. Roles 8. Salary_Packages 9. Sectors 10. Tools 11. Variable
12 January recording (147:05)
Files
1. Variable 2. Task Discussion 3. Arithmetic Operators
18th January Recording (175:33)
File
Float Strings Boolean
19th January Recording (155:51)
File
1. Bytes 2. Comments in Python 3. if 4. else 5. elif 6. indent
25th January Recording (160:00)
File
Comparision Operators, Equality Operators, Logical Operator, Membership Operators
1st February Recording (157:02)
File
Loops, For, While, Break, Input, List
2nd February recording (164:27)
Files
Revision, Symbols
8th February Recording (149:48)
File
Function
9th February Recording (65:44)
File
Function, Dictionary, Set
15th February Recording (158:42)
File
Tuple, Range, Lambda
16th February Recording (142:50)
File
String Manipulation, Python Module, File Handling
23rd February Recording (154:04)
File
Exception Handling , Numpy
1st March Recording part-1 (94:38)
1st March Recording part-2 (51:31)
Filter, Map, Reduce, Pandas
2nd March Recording (163:38)
1st & 2nd March Files
Matplotlib, Colors, Markers, Resume, Pie Chart
8th March Recording (149:24)
File
Data Analysis with Pandas, Data Cleaning
9th March Recording (158:42)
9th March file
Pandas Functions, Forms_in_Pandas, Introduction_to_Github
15th March Recording Part-1 (38:53)
15th March Recording Part-2 (117:21)
Introduction_to_Github, EDA , info, int64, Object
16th March Recording (142:17)
15th & 16th March Files
Seaborn, Donut Charts, HeatMap, Apply, Map, Filtering
22nd March Recording (145:50)
Aggregate Function, Correlation, Filtering, Sorting
23rd March Recording part-1 (71:54)
23rd March Recording part-2 (90:13)
23rd March Recording part-3 (9:10)
22nd & 23rd march files
New section
29th March Recording (143:35)
Google Sheet Overview, Row & Columns, Dragging, Arthimetic Operators, Sorting & Filtering
30th March Recording (149:30)
Files
Freezing Rows and Columns, Sum & SumIF, Average & Count, Vlookup, Hlookup
5th April Recording (150:58)
Files
Pie Charts, Line Charts, Corelation, Exporting, Regression, Transformations
6th April Recording (149:20)
Files
XLOOKUP, Named Ranges, Find and Replace , Using Checkboxes for Task Lists, Protecting Cells or Sheets , Data Validation
12th April Recording (158:00)
Importing the data to collab, Formula, Google Sheet Shortcuts, Mini Project - 2
13th April recording (153:57)
12th & 13th April Files
Introduction to Databases, SQL Overview, Installing XAMPP, Creating a Database, Creating Tables, Inserting Data into Tables, SELECT
19th April Recording (144:02)
File
Data Types, Updating & Deleting in SQL, MiniProject-1, Filtering Data, Comparison & Logical Operators,
20th April Recording (157:23)
File
Betweeen, Like, Sorting Data
26th April Recording (144:53)
File
LIMIT & DISTINCT, Alias, Aggregate Functions, Grouping Data, MiniProject-2
27th April Recording (147:54)
File
HAVING Clause, NULL Values, Primary Keys & FOREIGN KEY, Joins, Subqueries
3rd May Recording (145:09)
EXISTS & IN, Normalization, Indexing, SQL Best Practice, MiniProject-3, Blinkit App Dashboard
4th May REcording (140:22)
3rd & 4th May Files
11th May
11th May Recording (144:59)
Buttons, Colors, Read_CSV, Operations with CSV, FoodApp, ZomatoApp
17th May Recording (144:17)
Linear Regression, House Price Prediction using LR, Salary Prediction Using LR, Logistic Regression, Decision Tree, Variables
18th May Recording (156:58)
17th and 18thMay Files
Random Forest Algorithm, SVM, KNN
24th May Recording (144:51)
Files
Accuracy Score, Precision Score, Recall Score, Discuss about SDLC, Machine Learning Role Overview
25th May Recording (160:49)
File
Types of Machine learning, Algorithms, SDLC, Roles and Salary in SDLC, K-Mean, Train Test Split(TTS)
31st May Recording (156:23)
Hosting Revision, Using Train-Test Split, DBSCAN, NLP Overview, Stopwords, Steaming
1st June Recording part-1 (90:15)
1st June Recording part-2 (58:51)
31st may and 1st june files
Lemmatization - BOW - Jupyter Notebook - POS Tagging - POS Tags Meaning - NER - Sentiment Analysis - Polarity - Subjectivity - TextBlob
7th June Recording (143:28)
Introduction to Deep learning - Data Mining - Doubt Session - Setup python in vs code - N8N - Snowflake Demo
8th June Recording (153:50)
7th and 8th June File
14th june
Gen AI Recording (129:59)
File
15th June
15th June Recording (124:02)
File
16th june
Gen AI Recording (128:19)
File
17th June
Gen AI Recording (145:41)
File
18th June
Gen AI Recording (119:43)
File
Epoch, Epcoh Example, Activation Functions, Relu
21st June Recording (177:08)
Optimizer, Loss fuction, Sigmoid, adam, Tensoflow, Keras, Dense, Sequential, Layers
22nd June Recording (145:51)
28th June
28th June Recording (139:45)
29th June
29th June Recording (166:20)
Career Building Session
Career Building Session part-1 (97:04)
Career Building Session part-2 (101:16)
Career Buidling Sessions 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 an interview
Resume tutorial
Building Skillset
Data
Guesstimates1
Interview Questions and Answers
Online Presence
Questions
Resume tips
Sample GitHub profiles
Sample resumes for experienced
5th July
5th July Recording (155:58)
6th July
6th July Recording (156:44)
12th July
12th July Recording (141:48)
13th July
13th July Recording (148:00)
19th July
19th July Recording (144:48)
20th July
20th July Recording Part-1 (122:18)
20th July Recording Part-2 (26:11)
26th July
26th July Recording (159:24)
27th July
27th July Recording (143:33)
2nd August
2nd August Recording Part-1 (133:56)
2nd August Recording Part-2 (3:53)
3rd August
3rd August Recording (135:15)
All Files till now
Files
9th August
9th August Recording (28:48)
10th August
10th August Recording (2:54)
Further Placement Assistance Process
Further Placement Assistance Process (65:02)
6th September
Resume Building Session (116:30)
File
19th January Recording
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