Resume Building Session on Saturday at 3 pm to 5 pm.

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

Resume Building Session on Saturday at 3 pm to 5 pm.

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