| 1. How to connect with mentors and Resolve doubts.mp4 | 19.98 MB |
| 2 How to get certificate and Refund.mp4 | 42.71 MB |
| 3.1 Introduction to DS - What is Data Science Trial.mp4 | 9.75 MB |
| 3.2 DATASCIENCE Lecture Page.mp4 | 94.42 MB |
| 3.3 Data Science Case Studies.mp4 | 115.76 MB |
| 4- Introduction to Python Opearator datatype - Getting S.mp4 | 76.08 MB |
| 4.2 Identifiers_datatypes.mp4 | 78.98 MB |
| 4.3 Python Operators.mp4 | 190.40 MB |
| 5.1 - Python Conditional statementsConditional if elif.mp4 | 82.12 MB |
| 5.2 DATASCIENCE Lecture Page_2.mp4 | 79.33 MB |
| 5.3 DATASCIENCE Lecture Page.mp4 | 176.21 MB |
| 6.1- Python Data Structure String part1.mp4 | 49.42 MB |
| 6.2 String part2.mp4 | 120.51 MB |
| 6.3 List Comprehension.mp4 | 150.15 MB |
| 6.4 Tuple Sets.mp4 | 146.93 MB |
| 7- Functions Lamda in Python - Function map lamda.mp4 | 182.63 MB |
| Learning Documents.html | 3.16 KB |
| 7.2 Function Casestudy banking.mp4 | 57.45 MB |
| 7.3Assignment (EMS).pdf | 90.59 KB |
| 8- Numpy - Numpy Insurance.mp4 | 93.22 MB |
| 8.2 Numpy casestudy.mp4 | 79.17 MB |
| 9- Pandas - Pandas 1.mp4 | 183.66 MB |
| 9.2 Pandas 2 NA sort group.mp4 | 156.94 MB |
| 9.3 Pandas 3 Casestudy healthcare.mp4 | 63.67 MB |
| 10- Visualisation matplot seaborn plotly - Matplotlib Vi.mp4 | 131.29 MB |
| 10.2 Seaborn Visualisation.mp4 | 94.58 MB |
| 10.3 DATASCIENCE Lecture Page_3.mp4 | 71.20 MB |
| 10.4 Plotly.mp4 | 111.41 MB |
| 10.5 _ Advanced Python Tools Assignment DS.pdf | 232.41 KB |
| 11- EDA - EDA 1.mp4 | 186.05 MB |
| 11.2 DATASCIENCE Lecture Page_4.mp4 | 100.16 MB |
| 12- Data Preprocessing - Data wragling File Handling.mp4 | 128.83 MB |
| 12.2 Data Preprocessing.mp4 | 205.61 MB |
| 13- Statistics - Descriptive stats.mp4 | 130.91 MB |
| 13.2 Inferential stats.mp4 | 130.31 MB |
| 13.3 Probabilty.mp4 | 228.40 MB |
| 13.4 Hypothesis Tesing 1.mp4 | 176.72 MB |
| 13.5 DATASCIENCE Lecture Page_5.mp4 | 73.93 MB |
| 13.6 Type 1 Type 2 Error.mp4 | 113.46 MB |
| 13.7_ Probability Assignment DS.pdf | 90.00 KB |
| 14- ML Concept Types - ML Concepts Types.mp4 | 193.93 MB |
| 15 Simple Linear Regression - Linear Regr Concept Python.mp4 | 233.93 MB |
| 15.2 Simple Lin Reg 1.mp4 | 128.60 MB |
| 16.1- Multiple Linear Regression - MLR Evaluation Techni.mp4 | 153.27 MB |
| 16.2 Multi Linear Reg Python.mp4 | 215.85 MB |
| 16.3 Non Linear Polynomial.mp4 | 74.97 MB |
| 17- Logistic Regression ML model - DATASCIENCE Lecture P.mp4 | 150.85 MB |
| 17.2 DATASCIENCE Lecture Page.mp4 | 229.17 MB |
| 17.3 Logistic Regression Concept.mp4 | 271.65 MB |
| 18- Decision Tree - Decision Tree Concept.mp4 | 202.46 MB |
| 18.2 Dec Tree Gini Python imple.mp4 | 121.98 MB |
| 18.3 Decison Tree Case study Mushroom.mp4 | 103.83 MB |
| 19- Random Forest - DATASCIENCE Lecture Page.mp4 | 98.12 MB |
| 19.2 Random Forest Maths.mp4 | 100.95 MB |
| 19.3 Python red wine Random Forest.mp4 | 151.22 MB |
| 20- Boosting Stacking - AdaBoost.mp4 | 108.99 MB |
| 20.2 Gardient Boosting.mp4 | 64.61 MB |
| 20.3 Stacking Ensemble.mp4 | 86.87 MB |
| 21- KNN - KNN Case study Diabetic.mp4 | 121.34 MB |
| 21.2 DATASCIENCE Lecture Page.mp4 | 162.67 MB |
| 21.3 – KNN Case Study on Diabetes.docx | 73.43 KB |
| 22- Naive Bayes - Naive Bayes.mp4 | 137.25 MB |
| 22.2 Naive Bayes Titanic Python Case study.mp4 | 105.65 MB |
| 22.3 – Naive Bayes Case Study on Titanic Dataset.docx.pdf | 70.39 KB |
| 23- Unsupervised Learning K Means - Unsupervised ML Clus.mp4 | 137.23 MB |
| 23.2 K-means Algo.mp4 | 127.62 MB |
| 23.3 Kmeans Python Univ.mp4 | 105.31 MB |
| 23.4 Hirarchical Clustering.mp4 | 102.42 MB |
| 23.5 Hirarchical Customer Segment.mp4 | 61.50 MB |
| 23.6 PCA Concept Casestudy.mp4 | 128.53 MB |
| 23.7 - Sales Forecasting.docx.pdf | 74.07 KB |
| 24- Model Evaluation & Tuning - Cross Validation Techniq.mp4 | 171.24 MB |
| 25- NLP - NLP Concept Token.mp4 | 149.84 MB |
| 25.2 NLP lemit stemming.mp4 | 135.27 MB |
| 25.3 DATASCIENCE Lecture Page.mp4 | 74.40 MB |
| 25.4 TF IDF NLP case study.mp4 | 150.00 MB |
| 25.5 NLP NB Email Spam.mp4 | 76.02 MB |
| 26- Time Series Forecasting - Time Series Concept.mp4 | 113.39 MB |
| 26.2 Time Series visuali data prep.mp4 | 123.74 MB |
| 26.3 DATASCIENCE Lecture Page.mp4 | 114.01 MB |
| 26.4 ACF PACF.mp4 | 142.90 MB |
| 26.5 ARIMA Model.mp4 | 150.23 MB |
| 26.6 SARIMA Model Forecasting.mp4 | 71.72 MB |
| 27- Capstone Project - Capstone project - Cardiac Diagno.mp4 | 210.38 MB |
| 27.2 Capstone project - Cardiac Diagnosis Part-2.mp4 | 158.40 MB |
| 27.3 - Cardiac Diagnostics Case Study.docx.pdf | 80.88 KB |
| 28- Model Deployment - .mp4 | 152.26 MB |