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Cohort 116 - DA/DS/GenAi
Link, passcode and updates section
Cohort 116 - Link and passcode
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
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)
15th March Recording Part-1
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