1
Session 1 - Python Fundamentals | CampusX Data Science Mentorship Program | 7th Nov 2022
2:10:23
2022-11-07
2
Session 2 - Operators + If-Else + Loops | CampusX Data Science Mentorship Program | 8th Nov 2022
2:11:35
2022-11-08
3
Session 3 - Python Strings | CampusX Data Science Mentorship Program | 9th Nov 2022
2:22:54
2022-11-09
4
Programming Problems on Strings | Session 3 Supplementary Session
29:12
2022-11-10
5
How to Build a Portfolio Website for Data Science
48:14
2022-11-10
6
Session on Week 1 Task Solutions | Paid Members
2:14:42
2022-11-11
7
Session on Time Complexity | Friday Paid Session
1:42:01
2022-11-11
8
Week 1 Doubt Clearance + Interview Preparation | Paid Members
1:29:53
2022-11-12
9
Session 4 - Lists in Python | Data Science Mentorship Program(DSMP) 2022-23
2:07:02
2022-11-14
10
Session 5 - Tuples + Sets + Dictionary | Data Science Mentorship Program(DSMP) 2022-23
2:16:37
2022-11-15
11
Session 6 - Functions in Python | Data Science Mentorship Program(DSMP) 2022-23
2:15:47
2022-11-16
12
Week 1 Task 3 Solutions | CampusX DSMP 2022-23 | Paid Session
1:06:10
2022-11-16
13
Career QnA Live Session for Paid Members | Data Science Mentorship Program(DSMP) 2022-23
1:59:43
2022-11-17
14
Array Interview Questions | Paid Members | Data Science Mentorship Program(DSMP) 2022-23
2:17:10
2022-11-18
15
Interview Questions + Doubt Clearance | Paid Members | Data Science Mentorship Program(DSMP) 2022-23
1:27:11
2022-11-19
16
Week 2 - Task 4 Solutions | Paid Session | Data Science Mentorship Program | DSMP 2022-23
46:08
2022-11-19
17
OOP Part 1 | Class & Object | Data Science Mentorship Program(DSMP) 2022-23
2:13:57
2022-11-21
18
Task 5 Solutions | Paid Members | Data Science Mentorship Program (DSMP) 2022-23
47:26
2022-11-21
19
OOP Part 2 | Encapsulation & Static Keyword | Static | Data Science Mentorship Program(DSMP) 2022-23
2:15:51
2022-11-23
20
Task 6 Solutions | Paid Recording | DSMP 2022-23
45:52
2022-11-22
21
OOP Part 3 | Inheritance & Polymorphism | Static | Data Science Mentorship Program(DSMP) 2022-23
2:14:55
2022-11-24
22
OOP Project | Friday Paid Session | Data Science Mentorship Program(DSMP) 2022-23
2:15:09
2022-11-25
23
New Website Launch | DSMP 2022-23
21:17
2022-11-25
24
Week 3 - Interview Questions | Data Science Mentorship Program(DSMP) 2022-23
1:51:19
2022-11-26
25
Task 7 Solutions | Paid Recording | DSMP 2022-23
31:17
2022-11-26
26
What is Abstraction | OOP Concept | Python
14:53
2022-11-26
27
Session 10 - File Handling + Serialization & Deserialization | DSMP 2022 - 23
2:05:19
2022-11-28
28
Task 8 Solutions | Paid Recording | DSMP 2022-23
56:19
2022-11-28
29
Session 11 - Exception Handling & Modules and Packages | DSMP 2022 - 23
1:29:58
2022-11-30
30
Task 9 Solutions | Paid Recording | DSMP 2022-23
25:26
2022-11-29
31
Session 12 - Decorators & Namespaces | DSMP 2022 - 23
1:59:01
2022-12-01
32
Schedule for December + Program Improvements | CampusX Data Science Mentorship Program (DSMP 2022)
21:05
2022-12-01
33
Recursion using Python | Recursion with examples | Memoization
45:07
2022-01-12
34
What is Iterators in Python?
38:09
2022-03-13
35
Generators in Python | Advanced Python Programming
24:53
2022-03-15
36
Task 10 Solutions | Paid Member Recording
45:01
2022-12-03
37
GUI development using Python | Friday Paid Session | DSMP 2022-23
2:47:55
2022-12-03
38
Week 4 - Interview Questions | Paid Recordings | DSMP 2022-23
2:39:14
2022-12-04
39
Task 11 Solutions | Paid Recording | DSMP 2022-23
26:31
2022-12-04
40
Task 12 Solutions | Paid Recording | DSMP 2022-23
35:09
2022-12-05
41
Session 13 - Numpy Fundamentals | Data Science Mentorship Program (DSMP) 2022-23 | Free Session
2:01:53
2022-12-06
42
Resume Building for Data Scientist | Career Pe Charcha | DSMP 2022-23
48:09
2022-12-05
43
Session 14 - Advanced Numpy | Data Science Mentorship Program (DSMP) 2022-23 | Free Session
1:49:15
2022-12-08
44
Feedback Form for November | Data Science Mentorship Program(DSMP) 2022-23
3:59
2022-12-07
45
Session 15 - Numpy Tricks | Data Science Mentorship Program (DSMP) 2022-23 | Free Session
1:30:35
2022-12-08
46
Session on Web Development using Flask | Paid Session | DSMP 2022-23
2:33:33
2022-12-10
47
Task 13 Solutions | Paid Recording | DSMP 2022-23
50:31
2022-12-10
48
Task 14 Solutions | Paid Recording | DSMP 2022-23
24:17
2022-12-11
49
Task 15 Solutions | Paid Recording | DSMP 2022-23
21:39
2022-12-12
50
Session 16 - Pandas Series| Data Science Mentorship Program (DSMP) 2022-23 | Free Session
2:07:18
2022-12-13
51
Session 17 - Pandas DataFrame | Data Science Mentorship Program (DSMP) 2022-23 | Free Session
2:08:27
2022-12-14
52
Important Series Methods | Supplementary Session | DSMP 2022-23
25:09
2022-12-14
53
Session 18 - Important DataFrame Methods | Data Science Mentorship Program (DSMP) 2022-23
2:12:15
2022-12-15
54
API Development using Flask | Paid Session | DSMP 2022-23
2:43:03
2022-12-17
55
Week 5 - Numpy Interview Questions | Paid Session | DSMP 2022-23
2:34:07
2022-12-18
56
Session 19 - GroupBy Object in Pandas | Data Science Mentorship Program (DSMP) 2022-23
2:09:07
2022-12-20
57
Task 16 Solutions | Paid Recording | DSMP 2022-23
13:49
2022-12-20
58
Task 17 Solutions | Paid Recording | DSMP 2022-23
16:26
2022-12-20
59
Task 18 Solutions | Paid Recording | DSMP 2022-23
39:57
2022-12-20
60
Session 20 - Merging, Joining & Concatenating | DSMP 2022-23
2:15:18
2022-12-21
61
Session 21 - MultiIndex Series and DataFrames | DSMP 2022-23
1:57:55
2023-01-03
62
Session on Streamlit | Paid Session | DSMP 2022-23
2:24:47
2022-12-24
63
Pandas Case Study 1 | Indian Startup Funding
2:23:20
2022-12-25
64
Session 1 on Git Fundamentals
2:11:06
2022-12-27
65
Task 19 Solutions | Paid Recording | DSMP 2022-23
30:50
2022-12-27
66
Task 20 Solutions | Paid Recording | DSMP 2022-23
57:42
2022-12-27
67
Session on Git and Github Part 2 | Paid Session | DSMP 2022-23
2:09:17
2022-12-27
68
Talking Data Science with Pranjal Yadav | Guest Session
1:24:43
2022-12-28
69
CampusX DSMP 2023 January Schedule
9:57
2023-01-02
70
Session 22 - Vectorized String Operations | DateTime in Pandas | Pivot Table | DSMP 2022-23
2:06:25
2023-01-05
71
Pandas Case Study Time Series Analysis
2:27:41
2023-01-07
72
Pandas Case Study 2 Working with textual data
2:40:09
2023-01-08
73
Session 23 - Plotting using Matplotlib | DSMP 2022-23
2:06:30
2023-01-09
74
Task 21 Solutions | Recorded Session | DSMP 2023
25:47
2023-01-10
75
Session 24 - Advanced Matplotlib | DSMP 2022-23
2:13:23
2023-01-11
76
Session on Plotly Express
2:14:55
2023-01-15
77
Session on Plotly Part 2
2:09:33
2023-01-15
78
Session 25 - Plotting using Seaborn | DSMP 2022-23
1:50:09
2023-01-16
79
Task 22 Solutions | Paid Recordings | DSMP 2023
42:14
2023-01-17
80
Session 26 - Plotting using Seaborn Part 2 | DSMP 2022-23
1:41:05
2023-01-20
81
Session on Open Source Software Part 1
1:00:10
2023-01-22
82
Session 27 - Data Gathering | Data Analysis Process | DSMP 2023
2:50:04
2023-01-23
83
Session on Open Source Software Part 2 | Paid Session
1:09:38
2023-01-24
84
Session 28 - Data Assessing and Cleaning | DSMP 2022-23
2:26:37
2023-01-25
85
Task 23 Solutions | Paid Recording | DSMP 2023
43:11
2023-01-26
86
Session on ETL using AWS RDS | Paid Session | DSMP 2023
2:13:47
2023-01-28
87
Session on Advanced Web Scraping using Selenium
3:06:13
2023-01-29
88
Session on Data Cleaning Case Study - Smartphone dataset
2:10:49
2023-01-31
89
Month of SQL | CampusX DSMP 2023 | Feb Schedule
13:15
2023-01-31
90
Build a Data Scientist's Dream LinkedIn Profile with ChatGPT
45:45
2023-01-31
91
Session 29 - Exploratory Data Analysis | Data Analysis Process | DSMP 2022-23
2:30:10
2023-02-01
92
Task 25 Solutions | Paid Recording | DSMP 2023
20:42
2023-02-02
93
Task 26 Solutions | Paid Recording | DSMP 2023
30:15
2023-02-02
94
Task 24 Solutions | Paid Recording | DSMP 2023
40:11
2023-02-03
95
Session 2 on Data Cleaning - Smartphones Dataset | Paid Session | DSMP 2023
2:28:57
2023-02-06
96
Session 30 - Database Fundamentals | DSMP 2022-23
2:15:15
2023-02-06
97
Session on EDA Case Study - Smartphones Dataset | Paid Session | DSMP 2023
2:29:36
2023-02-06
98
Task 27 Solutions | Paid Recording | DSMP 2023
56:44
2023-02-07
99
Session 31 - SQL DDL Commands | DSMP 2023
2:04:45
2023-02-08
100
Session 1 on Tableau | Paid Session | DSMP 2023
1:43:58
2023-02-11
101
Session 32 - SQL DML Commands | DSMP 2023
2:04:00
2023-02-14
102
Session 33 - SQL Grouping + Sorting | DSMP 2023
2:05:28
2023-02-15
103
Career Pe Charcha - Soft Skills Masterclass | DSMP 2023
1:12:40
2023-02-16
104
Session 34 - SQL Joins| DSMP 2023
2:10:29
2023-02-20
105
Career QnA for Paid Members
1:48:08
2023-02-20
106
Session 2 on Tableau - Sales Dataset
2:16:43
2023-02-20
107
Session 35 - Subqueries in SQL | DSMP 2023
2:18:27
2023-02-23
108
SQL Case Study 1 | Zomato Dataset
2:10:01
2023-02-22
109
Task 32 Solutions
14:21
2023-02-23
110
Making a Flights Dashboard using Python and SQL | Paid Recording | DSMP 2023
2:03:26
2023-02-25
111
SQL Interview Questions Part 1
2:04:31
2023-02-26
112
Session 36 - Window Functions in SQL | DSMP 2023
1:40:05
2023-02-28
113
Task 33 Solutions | Paid Recording | DSMP 2023
34:51
2023-02-28
114
Career Pe Charcha | Markdown Basics | How to build a Kickass Github Profile
25:40
2023-03-01
115
Session 37 - Window Functions Part 2 | SQL Tutorials
47:11
2023-03-01
116
Session 37 (Cont..) - Window Functions Part 3 | SQL Tutorial
53:24
2023-03-02
117
Session on Data Cleaning using SQL | Laptops Dataset
2:18:45
2023-03-03
118
Session on EDA using SQL | Laptops Dataset
2:09:18
2023-03-05
119
CampusX DSMP March Schedule | Dher Sara Statistics!!!
7:37
2023-03-05
120
Task 34 Solutions | Paid recording | DSMP 2023
29:22
2023-03-06
121
Task 35 Solutions | Paid Recording | DSMP 2023
36:02
2023-03-07
122
CampusX Data Science Mentorship Program 2023
21:43
2023-03-09
123
Session 38 - Descriptive Statistics Part 1 | DSMP 2023
1:52:26
2023-03-10
124
Session on Datetime in SQL | Paid Session | DSMP 2023
2:14:06
2023-03-12
125
Session 39 - Descriptive Statistics Part 2 | DSMP 2023
1:55:42
2023-03-13
126
Session 40 - Probability Distribution Functions - PDF, PMF & CDF | DSMP 2023
2:09:55
2023-03-16
127
SQL Datetime Case Study on Flights Dataset | Paid Session | DSMP 2023
1:52:15
2023-03-18
128
Session on Database Design | SQL Data Types | Database Normalization
2:25:38
2023-03-19
129
Session 41 - Normal Distribution | DSMP 2023
2:01:29
2023-03-21
130
Task 36 Solutions
35:47
2023-03-22
131
Session 42 - Non-Gaussian Probability Distributions | DSMP 2023
2:16:04
2023-03-24
132
Session on Views and User Defined Functions in SQL | Paid Session | DSMP 2023
1:54:18
2023-03-25
133
Session on Transactions & Stored Procedures
2:21:17
2023-03-27
134
Session 43 - Central Limit Theorem | DSMP 2023
1:51:35
2023-03-29
135
Session 44 - Confidence Intervals | DSMP 2023
2:10:01
2023-03-31
136
April Schedule | CampusX Data Science Mentorship Program 2023
12:00
2023-04-03
137
Session 45 - Hypothesis Testing Part 1 | DSMP 2023
1:59:16
2023-04-05
138
Session 46 - Hypothesis Testing Part 2 | p-values | t-tests | DSMP 2023
2:11:36
2023-04-06
139
Session on Chi Square Tests
2:15:21
2023-04-08
140
Session on ANOVA | Paid Zoom Session
1:58:10
2023-04-09
141
Supercharge Your ML Journey: Mastering Vectors in Linear Algebra - Part 1
1:31:58
2023-04-12
142
Linear Algebra Part 2 | Matrices
2:26:34
2023-04-15
143
Linear Algebra Part 3 | Matrices Intuition
2:10:01
2023-04-16
144
Introduction to Machine Learning
3:26:18
2023-04-17
145
Simple Linear Regression | Lecture 49 | DSMP 2023
2:11:50
2023-04-18
146
Session 50 - Multiple Linear Regression | DSMP 2023
1:49:41
2023-04-20
147
Level Up Your Data Science Skills with ChatGPT | Unlock the Secrets of AI-Assisted Learning
50:48
2023-04-20
148
Session on Optimization - The Big Picture
2:09:10
2023-04-23
149
Session on Differential Calculus
2:25:48
2023-04-23
150
Gradient Descent From Scratch | End to End Gradient Descent | Gradient Descent Animation
1:57:56
2021-05-21
151
Batch Gradient Descent with Code Demo | Simple Explanation in Hindi
1:04:49
2021-05-22
152
Stochastic Gradient Descent
49:35
2021-05-25
153
Mini-Batch Gradient Descent
22:10
2021-05-26
154
Doubt Clearance Session on Linear Regression
2:09:16
2023-05-01
155
Session 1 on Regression Analysis
2:16:56
2023-05-01
156
DSMP 2023 May Schedule | CampusX Data Science Mentorship Program
5:31
2023-05-01
157
Session 2 on Regression Analysis
1:54:09
2023-05-03
158
Polynomial Regression | Machine Learning
26:46
2021-05-29
159
Session on Assumptions of Linear Regression
2:25:44
2023-05-06
160
Session 53 - Session on Multicollinearity | DSMP 2023
2:11:54
2023-05-08
161
Session 54 - Feature Selection Part 1 | Filter Methods | Variance Threshold | Chi-Square | DSMP 2023
2:06:00
2023-05-11
162
Session 55 - Feature Selection Part 2 | Wrapper Methods | DSMP 2023
1:53:42
2023-05-14
163
Session 3 on Feature Selection | Embedded Methods
1:59:29
2023-05-16
164
Regularization Part 1 | Bias Variance Trade-off
2:02:51
2023-05-18
165
Regularization Part 2 | What is Regularization?
1:56:23
2023-05-22
166
What is K Nearest Neighbors? | KNN Explained in Hindi | Simple Overview in 1 Video | CampusX
52:01
2023-05-23
167
Doubt Clearance Session on Regularization
1:09:17
2023-05-25
168
Session on Advanced KNN
2:06:01
2023-05-25
169
Ridge Regression Part 1 | Geometric Intuition and Code | Regularized Linear Models
19:58
2021-06-02
170
Ridge Regression Part 2 | Mathematical Formulation & Code from scratch | Regularized Linear Models
43:41
2021-06-03
171
Ridge Regression Part 3 | Gradient Descent | Regularized Linear Models
18:43
2021-06-04
172
5 Key Points - Ridge Regression | Part 4 | Regularized Linear Models
30:17
2021-06-08
173
Lasso Regression | Intuition and Code Sample | Regularized Linear Models
28:37
2021-06-10
174
Why Lasso Regression creates sparsity?
24:30
2021-06-11
175
ElasticNet Regression | Intuition and Code Example | Regularized Linear Models
11:41
2021-06-12
176
Accuracy and Confusion Matrix | Type 1 and Type 2 Errors | Classification Metrics Part 1
34:08
2021-06-23
177
Precision, Recall and F1 Score | Classification Metrics Part 2
42:42
2021-06-24
178
Curse of Dimensionality
15:25
2021-05-05
179
Principle Component Analysis (PCA) | Part 1 | Geometric Intuition
33:54
2021-05-06
180
Principle Component Analysis (PCA) | Part 2 | Problem Formulation and Step by Step Solution
56:17
2021-05-07
181
Principle Component Analysis(PCA) | Part 3 | Code Example and Visualization
43:26
2021-05-08
182
Session on Eigen Vectors and Eigen Values | Week 29 | DSMP
1:40:43
2023-05-31
183
Session on Eigen Decomposition + PCA Variants | Week 29 | DSMP
2:07:27
2023-06-04
184
Session on Singular Value Decomposition
2:13:01
2023-06-06
185
ROC Curve in Machine Learning | ROC-AUC in Machine Learning Simplified | CampusX
1:11:15
2023-06-07
186
Session on Cross Validation
1:08:44
2023-06-13
187
Session on Data Leakage
2:25:26
2023-06-13
188
Session on Hyperparameter Tuning
1:46:58
2023-06-15
189
Master Probability in Data Science: The Ultimate Crash Course! | Part 1 | CampusX
1:34:06
2023-06-20
190
Mastering Probability for ML: Joint | Marginal | Conditional Probability and Bayes' Theorem
1:20:29
2023-06-23
191
Session 2 on Naive Bayes
2:13:57
2023-06-25
192
Session 1 on Naive Bayes
2:00:49
2023-06-25
193
Session 3 on Naive Bayes
1:58:53
2023-06-28
194
Session 1 on Logistic Regression
2:08:28
2023-06-29
195
Session on Softmax Regression | Multiclass Classification | Week 32 | DSMP
1:52:54
2023-07-04
196
Session on Maximum Likelihood Estimation
2:07:48
2023-07-04
197
Session 3 on Logistic Regression
2:06:40
2023-07-06
198
SVM Part 1 | Hard Margin SVM
1:42:15
2023-07-07
199
Feature Engineering | Extra Session | Session on Handling Missing Values Part 1
2:33:35
2023-07-12
200
SVM Part 2 - Soft Margin SVM
1:46:40
2023-07-12
201
Session on Constrained Optimization Problem
2:00:35
2023-07-17
202
Session on SVM Dual Problem
1:45:51
2023-07-17
203
Feature Engineering | Extra Session | Session 2 on Handling Missing Data
2:13:07
2023-07-20
204
Session on Maths Behind SVM Kernels
1:59:04
2023-07-20
205
Session 1 on Decision Trees
2:07:42
2023-07-23
206
Feature Engineering | Extra Session | Session 3 on Handling Missing Values
2:08:40
2023-07-28
207
Session 2 on Decision Trees
1:58:54
2023-07-28
208
Session 3 on Decision Trees | Pruning
1:40:56
2023-07-28
209
Session 1 on Random Forest | Week 35 | DSMP
2:03:08
2023-08-02
210
Session 2 on Random Forest | Week 35 | DSMP |
1:45:10
2023-08-02
211
Session 1 on Gradient Boosting - Regression | Week 36 | DSMP
2:19:17
2023-08-03
212
Gradient Boosting for Classification | Geometric Intuition | CampusX
1:04:33
2023-08-08
213
Session 1 on Capstone Project | Capstone Project | DSMP
1:34:01
2023-08-13
214
Session 2 on Gradient Boosting | Perspectives
2:14:17
2023-08-14
215
Gradient Boosting for Classification Maths Formulation | Week 36 | DSMP
54:10
2023-08-14
216
Session 2 Capstone Project | Data Cleaning
48:16
2023-08-19
217
Session 3 Capstone Project | Feature Engineering | DSMP
51:44
2023-08-19
218
Session 4 on Capstone Project | EDA | DSMP
1:55:54
2023-08-20
219
Coding K Nearest Neighbors from Scratch | Batch 7 | 10 Feb 2021
56:43
2021-02-11
220
K Nearest Neighbors Part 4 - Decision Boundary for Knn
40:37
2019-10-16
221
Email Spam Classifier | SMS Spam Classifier | End to End Project | Heroku Deployment
1:39:39
2021-07-10
222
Session 6 on Capstone Project | Missing Value Imputation
36:18
2023-08-27
223
Logistic Regression Hyperparameters || Logistic Regression Part 8
13:07
2021-06-30
224
Session 7 on Capstone Project | Feature Selection
1:30:00
2023-08-27
225
Session 5 on Capstone Project | Outlier Detection and Removal
33:53
2023-08-27
226
Awesome Decision Tree Visualization using dtreeviz library
18:36
2021-03-19
227
Introduction to Ensemble Learning | Ensemble Techniques in Machine Learning
37:43
2021-07-12
228
Bagging | Introduction | Part 1
31:13
2021-03-12
229
Bagging Ensemble | Part 2 | Bagging Classifiers
22:32
2021-03-16
230
Bagging Ensemble | Part 3 | Bagging Regressor
10:55
2021-03-17
231
Session 8 on Capstone Project Model Selection Productionalization
1:56:07
2023-09-14
232
Session 9 on Capstone Project Building the Analytics Module
1:38:30
2023-09-16
233
Session 10 on Capstone Project Building the Recommender System
1:33:04
2023-09-19
234
Session 11 on Capstone Project Building the Recommender System Part 2
1:13:38
2023-09-21
235
Session 12 on Capstone Project Building the Insights Module
1:16:34
2023-09-27
236
Session 13 on Capstone Project | Deploying the application on AWS
1:26:11
2023-09-28
237
Introduction to XGBOOST | Machine Learning | CampusX
1:19:37
2023-10-14
238
XGBoost for Regression | XGBoost Part 2 | CampusX
47:17
2023-10-24
239
XGBoost For Classification | How XGBoost works on Classification Problems | CampusX
39:08
2023-11-12
240
The Maths Behind XGBoost | Machine Learning | CampusX
1:57:28
2023-12-02
241
Plotly tutorial for beginners | Graph Objects
1:47:44
2019-10-10
242
Making a Corona virus(Covid-19) Dashboard | Session on Dash
1:54:52
2020-03-30
243
Deploying a Dash application on Heroku in under 15 minutes | Step by Step Tutorial
14:47
2019-09-30
244
Dash basic introduction | Week 9 | DSMP
29:56
2023-12-28
