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Cohort 108 - DA/DS (DD/AS)
Batch 108 - Link, Passcode & Update
Batch 108 - Updated Schedule for career building sessions
Introduction to Data Science, Data Science and its overview
25 August recording (161:45)
25 august files
Data Mining, Data Analytics
8 September (158:47)
8th September File
Business Intelligence, Life cycle of Data Science, DS Application, Job Opportunities
14th September Recording (156:51)
14th September File
Anaconda Installation, Python Operators.
15th September Recording (157:22)
15th September File
Arrays (NumPy) DataFrames(Pandas) Plotting(Matplotlib) Slicing (Doubt Section)
21 September Recording (158:11)
Python datatypes: String, List
22nd September Recording (116:12)
21st and 22nd September files
Tuple, Set, Dictionary
28th September Recording (134:11)
28th September File
Conditional statement (For, while, break, continue)
29th September Recording (164:28)
Numpy
5th October Recording (154:34)
5th October File
Pandas Basics
6th October Recording (166:23)
6th October Files
Pandas operations , data visualization
13th October Recording (147:35)
13th October File
Advance Data visualization
19th October Recording (162:43)
19th October File
Mathematics for ML
20th October Recording (156:42)
20th October File
Python Lambda function ,stats intro
26th October (163:28)
File
Stats and code of it
27 October recording (148:26)
26th and 27th October file
Assessment Paper - 10th November
Assessment paper
Stats: Z test, T test, Anova, Chi-square test, F Test
16th November Recording (163:25)
16th November File
Probability, Python code for T Test, Z Test, Anova.
17th November Recording (160:15)
17th November File
Automatic EDA, Manual EDA, Python File handling, Exception handling
23rd November Recording (163:54)
Automatic EDA, Manual EDA, Python File handling, Exception handling
24th November Recording (161:17)
23rd and 24th November Files
New section
30th November Recording (159:18)
30th November File
MYSQL
1st December Recording (156:12)
1st December File
Assignment
Advanced Excel
7th December Recording (165:34)
Advanced Excel
8th December Recording (162:16)
7th and 8th December Files
Advance excel dashboard
14th December Recording (163:27)
Files
Python OOPs concept
15th December Recording (164:43)
File
Power BI
21st December Recording (166:01)
21st December File
Basics of Machine Learning, Linear Regression
22nd December Recording (159:54)
22nd December File
Logistic Regression
4th January recording (155:54)
4th January File
Decision Tree, KNN Algorithm
5th January recording (159:15)
5th January file
KNN, Clustering Techniques theory and its types
11th January Recording (132:27)
Random Forest Algo, SVM, KNN, Ensemble learning
12th January Recording (158:33)
File
Market Basket Analysis, Time series, ARIMA, SARIMA
18th January Recording (153:56)
File
NLP- Application, Vectorizer, One hot encoding, get dummies
19th January Recording (154:22)
File
NLP, POS, Chinking, Text Pre processing.
1st February Recording (156:43)
NLP stemming, lemmatization, 2 mini projects on NLP
2nd February recording (155:05)
1st and 2nd february files
Deep Learning, Drop out regularization, Perceptron
8th February Recording (140:03)
Loss function, Activation function
9th February Recording (150:09)
8th and 9th February Files
Github session, capstone project
22nd February Recording (154:24)
Imbalance data handling, Doubt solving
23rd February Recording (92:27)
22nd & 23rd February File
Further Placement Assistance Process
Further Placement Assistance Process (54:17)
Career Building Session
Career Building Session part-1 (112:39)
Career Building Session Part-2 (112:39)
Career Building Session Part-3 (86:39)
Files
Sample GitHub profiles
Interview Questions and Answers
Data
Sample resume for experienced
Sample resume for experienced
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