Udemy - Data Science Career Path 100 Days of Data Science Bootcamp (2.2025)
File List
| File | Size |
|---|---|
| 1 - IMPORTANT Messages for you!/1 -Don't skip, Start from here!.mp4 | 15.21 MB |
| 1 - IMPORTANT Messages for you!/2 -How to take the classes.mp4 | 23.59 MB |
| 1 - IMPORTANT Messages for you!/3 - Something Extra for you!.html | 2.15 KB |
| 10 - Day 7 Python Expressions & Variables/1 -Expressions and Variables.mp4 | 24.65 MB |
| 10 - Day 7 Python Expressions & Variables/2 -Hands-on Expressions and Variables.mp4 | 39.19 MB |
| 10 - Day 7 Python Expressions & Variables/2 -Hands-on Lab - Expressions and Variables.ipynb | 4.14 KB |
| 100 - Day 90 LightGBM Models/1 -How LightGBM Models work.mp4 | 52.64 MB |
| 100 - Day 90 LightGBM Models/2 -Python for LightGBM Models.mp4 | 18.23 MB |
| 100 - Day 90 LightGBM Models/3 -Hands-on LightGBM Models.mp4 | 50.05 MB |
| 100 - Day 90 LightGBM Models/3 -LightGBM_ML_Models.ipynb | 6.86 KB |
| 101 - Day 91 XGBoost Models/1 -How XGBoost Models work.mp4 | 52.08 MB |
| 101 - Day 91 XGBoost Models/2 -Python for XGBoost Models.mp4 | 9.32 MB |
| 101 - Day 91 XGBoost Models/3 -Hands-on XGBoost Models.mp4 | 50.45 MB |
| 101 - Day 91 XGBoost Models/3 -XGBoost_ML_Models.ipynb | 6.13 KB |
| 102 - Day 92 Hyper-parameter Tuning/1 -What is Hyperparameter tuning.mp4 | 58.57 MB |
| 102 - Day 92 Hyper-parameter Tuning/2 -Python for Hyperparameter tuning.mp4 | 32.06 MB |
| 102 - Day 92 Hyper-parameter Tuning/3 -Hands-on Hyperparameter tuning.mp4 | 76.43 MB |
| 102 - Day 92 Hyper-parameter Tuning/3 -HyperParam_XGBoost_ML_Models.ipynb | 7.76 KB |
| 103 - ------- Phase 10 Deep Learning & Artificial Intelligence -------/1 - Notes on Deep learning.html | 193 B |
| 103 - ------- Phase 10 Deep Learning & Artificial Intelligence -------/1 -Notes Phase 10 day 93 - 99.zip | 24.86 MB |
| 104 - Day 93 Fundamentals of Deep Learning/1 -Understanding Deep Learning.mp4 | 51.35 MB |
| 104 - Day 93 Fundamentals of Deep Learning/2 -Neural Networks in Deep Learning.mp4 | 49.02 MB |
| 104 - Day 93 Fundamentals of Deep Learning/3 -What is TensorFlow.mp4 | 56.84 MB |
| 104 - Day 93 Fundamentals of Deep Learning/4 -How TensorFlow 2.0 works.mp4 | 48.72 MB |
| 105 - Day 94 Initialization & Gradient Descent/1 -What is Initialization.mp4 | 32.17 MB |
| 105 - Day 94 Initialization & Gradient Descent/2 -Glorot Initialization.mp4 | 38.52 MB |
| 105 - Day 94 Initialization & Gradient Descent/3 -Stochastic Gradient Descent.mp4 | 28.59 MB |
| 106 - Day 95 Deep Learning in Real-life/1 -Understanding the data.mp4 | 43.25 MB |
| 106 - Day 95 Deep Learning in Real-life/2 -Preprocessing the data.mp4 | 36.25 MB |
| 106 - Day 95 Deep Learning in Real-life/3 -Model training.mp4 | 110.46 MB |
| 106 - Day 95 Deep Learning in Real-life/4 -Model evaluation.mp4 | 11.85 MB |
| 106 - Day 95 Deep Learning in Real-life/4 -Tensorflow_model.ipynb | 8.81 KB |
| 107 - Day 96 AI Fundamentals/1 -What is AI and AI workflow.mp4 | 54.18 MB |
| 107 - Day 96 AI Fundamentals/2 -Various types of Artificial intelligence.mp4 | 50.67 MB |
| 107 - Day 96 AI Fundamentals/3 -Generative AI and Its use cases.mp4 | 36.62 MB |
| 107 - Day 96 AI Fundamentals/4 -NLP, Speech Technology & Computer vision.mp4 | 77.29 MB |
| 108 - Day 97 Prompt Engineering/1 -What is Prompt.mp4 | 38.73 MB |
| 108 - Day 97 Prompt Engineering/2 -The Prompt engineering.mp4 | 42.58 MB |
| 108 - Day 97 Prompt Engineering/3 -Best practices in PE.mp4 | 40.63 MB |
| 108 - Day 97 Prompt Engineering/4 -Interview pattern of PE.mp4 | 22.61 MB |
| 109 - Day 98 Gen AI Text-to-Image Development/1 -Project overview.mp4 | 24.89 MB |
| 109 - Day 98 Gen AI Text-to-Image Development/2 -Diffusers - Stable Diffusion Pipeline.mp4 | 22.87 MB |
| 109 - Day 98 Gen AI Text-to-Image Development/3 -runwaymlstable-diffusion-v1-5.mp4 | 21.34 MB |
| 109 - Day 98 Gen AI Text-to-Image Development/4 -Developing Gen AI Text to Image Model.mp4 | 28.47 MB |
| 109 - Day 98 Gen AI Text-to-Image Development/5 -Gen_AI_Text_to_Image.ipynb | 264.02 KB |
| 109 - Day 98 Gen AI Text-to-Image Development/5 -Hands-on Lab Gen AI Text2Image.mp4 | 103.27 MB |
| 11 - Day 8 Python Data Types/1 -Understanding Data Types.mp4 | 25.61 MB |
| 11 - Day 8 Python Data Types/2 -Hands-on Data Types.mp4 | 27.14 MB |
| 11 - Day 8 Python Data Types/2 -Hands-on Lab - Python Data Types.ipynb | 3.61 KB |
| 110 - Day 99 Gen AI Chatbot Development/1 -Project overview.mp4 | 30.93 MB |
| 110 - Day 99 Gen AI Chatbot Development/2 -Gemma-2-2b Model for Chatbot.mp4 | 35.55 MB |
| 110 - Day 99 Gen AI Chatbot Development/3 -Llama-2-7b Model for Chatbot.mp4 | 27.07 MB |
| 110 - Day 99 Gen AI Chatbot Development/4 -Developing Gen AI Chatbot.mp4 | 75.27 MB |
| 110 - Day 99 Gen AI Chatbot Development/5 -Chatbot_with_Meta_Llm.ipynb | 175.36 KB |
| 110 - Day 99 Gen AI Chatbot Development/5 -Hands-on Lab Gen AI Chatbot.mp4 | 287.86 MB |
| 112 - APPENDIX - Data Management A-Z with SQL/1 -RDBMS example and importance.mp4 | 38.1 MB |
| 112 - APPENDIX - Data Management A-Z with SQL/10 -Deleting database.mp4 | 18.83 MB |
| 112 - APPENDIX - Data Management A-Z with SQL/11 -SELECT....FROM select data from table.mp4 | 19.83 MB |
| 112 - APPENDIX - Data Management A-Z with SQL/12 -DISTINCT selecting unique values for column.mp4 | 20.93 MB |
| 112 - APPENDIX - Data Management A-Z with SQL/13 -AS selecting columns based on aliases.mp4 | 41.08 MB |
| 112 - APPENDIX - Data Management A-Z with SQL/14 -WHERE selecting data based on condition.mp4 | 22.41 MB |
| 112 - APPENDIX - Data Management A-Z with SQL/15 -CREATE creating table.mp4 | 25.31 MB |
| 112 - APPENDIX - Data Management A-Z with SQL/16 -NOT NULL limiting null values.mp4 | 22.16 MB |
| 112 - APPENDIX - Data Management A-Z with SQL/17 -UNIQUE limiting duplicates.mp4 | 24.15 MB |
| 112 - APPENDIX - Data Management A-Z with SQL/18 -INSERT INTO adding values in columns.mp4 | 22.62 MB |
| 112 - APPENDIX - Data Management A-Z with SQL/19 -UPDATE updating values based on condition.mp4 | 21.6 MB |
| 112 - APPENDIX - Data Management A-Z with SQL/2 -Key features of RDBMS.mp4 | 34.38 MB |
| 112 - APPENDIX - Data Management A-Z with SQL/20 -DELETE deleting values based on condition.mp4 | 16.49 MB |
| 112 - APPENDIX - Data Management A-Z with SQL/21 -TRUNCATE deleting all the values except table.mp4 | 10.14 MB |
| 112 - APPENDIX - Data Management A-Z with SQL/22 -DROP removing entire table.mp4 | 9.12 MB |
| 112 - APPENDIX - Data Management A-Z with SQL/23 -CHECK limiting specific values in columns.mp4 | 33.16 MB |
| 112 - APPENDIX - Data Management A-Z with SQL/24 -ADD COLUMN adding new column.mp4 | 15.92 MB |
| 112 - APPENDIX - Data Management A-Z with SQL/25 -MODIFY COLUMN replacing data types.mp4 | 14.82 MB |
| 112 - APPENDIX - Data Management A-Z with SQL/26 -RENAME COLUMN changing column names.mp4 | 20.52 MB |
| 112 - APPENDIX - Data Management A-Z with SQL/27 -DROP COLUMN deleting columns.mp4 | 10.97 MB |
| 112 - APPENDIX - Data Management A-Z with SQL/28 -ADD CONSTRAINT adding primary key.mp4 | 30.29 MB |
| 112 - APPENDIX - Data Management A-Z with SQL/29 -ADD CONSTRAINT….REFERENCES adding foreign key.mp4 | 41.68 MB |
| 112 - APPENDIX - Data Management A-Z with SQL/3 -Primary key vs Foreign key.mp4 | 22.67 MB |
| 112 - APPENDIX - Data Management A-Z with SQL/30 -DROP CONSTRAINT deleting keys.mp4 | 9.52 MB |
| 112 - APPENDIX - Data Management A-Z with SQL/31 -CREATE INDEX creating new index.mp4 | 18.65 MB |
| 112 - APPENDIX - Data Management A-Z with SQL/32 -CREATE UNIQUE INDEX creating index without duplicates.mp4 | 16.65 MB |
| 112 - APPENDIX - Data Management A-Z with SQL/33 -DROP INDEX deleting existing index.mp4 | 10.56 MB |
| 112 - APPENDIX - Data Management A-Z with SQL/34 -IS NULL filtering the actual values out.mp4 | 23.53 MB |
| 112 - APPENDIX - Data Management A-Z with SQL/35 -IS NOT NULL filtering the missing values out.mp4 | 16.53 MB |
| 112 - APPENDIX - Data Management A-Z with SQL/36 -AND combining two or more conditions.mp4 | 23.66 MB |
| 112 - APPENDIX - Data Management A-Z with SQL/37 -OR flexible logical operator.mp4 | 25.48 MB |
| 112 - APPENDIX - Data Management A-Z with SQL/38 -NOT excluding values from filteration.mp4 | 19.99 MB |
| 112 - APPENDIX - Data Management A-Z with SQL/39 -BETWEEN...AND filtering ranges of values.mp4 | 23.39 MB |
| 112 - APPENDIX - Data Management A-Z with SQL/4 -Types of relationship in RDBMS.mp4 | 24.47 MB |
| 112 - APPENDIX - Data Management A-Z with SQL/40 -LIKE filtering based on pattern.mp4 | 36.63 MB |
| 112 - APPENDIX - Data Management A-Z with SQL/41 -IN precise logic for multiple conditions.mp4 | 17.47 MB |
| 112 - APPENDIX - Data Management A-Z with SQL/42 -LIMIT filtering with limited data.mp4 | 16.18 MB |
| 112 - APPENDIX - Data Management A-Z with SQL/43 -CHAR_LENGTH finding the length of text.mp4 | 24.98 MB |
| 112 - APPENDIX - Data Management A-Z with SQL/44 -CONCAT adding different strings together.mp4 | 25.82 MB |
| 112 - APPENDIX - Data Management A-Z with SQL/45 -LOWER converting into lowercase.mp4 | 15.68 MB |
| 112 - APPENDIX - Data Management A-Z with SQL/46 -UPPER converting into uppercase.mp4 | 11.37 MB |
| 112 - APPENDIX - Data Management A-Z with SQL/47 -TRIM removing unnecessary gaps.mp4 | 16.81 MB |
| 112 - APPENDIX - Data Management A-Z with SQL/48 -REPLACE replacing old value by new value.mp4 | 20 MB |
| 112 - APPENDIX - Data Management A-Z with SQL/49 -ABS negative to positive value.mp4 | 22.5 MB |
| 112 - APPENDIX - Data Management A-Z with SQL/5 -Data types in RDBMS.mp4 | 37.18 MB |
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