| Stored files |
| "02-Python_begins\5-Datatypes_Operators.mkv" | 342,822,129 | BC45FB58 |
| "02-Python_begins\6-Variables_Keywords.mkv" | 335,791,853 | FFE2DE0B |
| "03-Python_Data_Structures\10-Dictionary.mkv" | 284,707,068 | 2A0E9B2E |
| "03-Python_Data_Structures\7-Lists.mkv" | 423,274,357 | 7A8C80F9 |
| "03-Python_Data_Structures\8-Tuples.mkv" | 387,820,951 | D2B3AF36 |
| "03-Python_Data_Structures\9-Sets.mkv" | 207,354,292 | 237D394E |
| "04-Python_File_Handling_Loops_Functions\11-Loops_Iterations.mkv" | 317,404,721 | 63761F3F |
| "04-Python_File_Handling_Loops_Functions\12-Functions_in_Python.mkv" | 364,446,312 | 649E5BF0 |
| "04-Python_File_Handling_Loops_Functions\13-Map_Reduce_Filter_Functions.mkv" | 484,879,548 | 81DFBA3C |
| "04-Python_File_Handling_Loops_Functions\14-File_Handling.mkv" | 316,059,606 | 69C03ADE |
| "05-Control_Structures_OOPs\15-Control_Structures.mkv" | 166,688,581 | D6D4B4A5 |
| "05-Control_Structures_OOPs\16-Object_Oriented_Programming_Concepts.mkv" | 457,908,535 | BD221BE0 |
| "06-Python_for_Data_Science_Analysis\17-Pandas.mkv" | 767,544,105 | C702E13A |
| "06-Python_for_Data_Science_Analysis\18-Numpy.mkv" | 458,820,926 | EF5506AC |
| "07-Python_for_Data_Visualization\20-Matplotlib.mkv" | 791,960,733 | 6B4E70D2 |
| "07-Python_for_Data_Visualization\21-Seaborn.mkv" | 459,894,522 | E641C79E |
| "09-NLP_Basics_Pre_Requisite\36-Bag_of_Words_Practicals.mkv" | 171,060,162 | 46D50C19 |
| "09-NLP_Basics_Pre_Requisite\38-TF_IDF_Practicals.mkv" | 167,918,135 | 6932F0A4 |
| "09-NLP_Basics_Pre_Requisite\40-Named_Entity_Recognition_Practicals.mkv" | 106,448,061 | 775DFC5C |
| "10-Word_Embeddings_Pre_Requisite\46-Word2Vec_CBOW.mkv" | 131,588,170 | F86A3BF8 |
| "10-Word_Embeddings_Pre_Requisite\50-Cosine_Similarity.mkv" | 119,402,002 | 5115C18C |
| "11-NLP_Neural_Networks_Pre_Requisites\52-LSTM_Part_2_Architecture.mkv" | 114,713,425 | 338D6D14 |
| "11-NLP_Neural_Networks_Pre_Requisites\56-LSTM_Part_6_inputGate.mkv" | 151,325,356 | 7DDEC618 |
| "11-NLP_Neural_Networks_Pre_Requisites\58-LSTM_Part_8_Practicals.mkv" | 310,342,289 | B6BE64BB |
| "11-NLP_Neural_Networks_Pre_Requisites\59-LSTM_Part_9_Practicals.mkv" | 112,205,354 | 539E1C23 |
| "11-NLP_Neural_Networks_Pre_Requisites\60-LSTM_Part_10_Practicals.mkv" | 125,971,174 | 71154C3F |
| "11-NLP_Neural_Networks_Pre_Requisites\62-GRU_Part_2.mkv" | 161,656,134 | F1E47304 |
| "11-NLP_Neural_Networks_Pre_Requisites\65-GRU_Part_5_Practicals.mkv" | 118,476,276 | 025F8365 |
| "12-Deep_Learning_Pre_Requisite\100-Final_Project_Streamlit.mkv" | 191,099,228 | 38D002D5 |
| "12-Deep_Learning_Pre_Requisite\73-Linear_Function.mkv" | 106,339,968 | 433C641F |
| "12-Deep_Learning_Pre_Requisite\77-Backpropagation_vs_Forward_Pass.mkv" | 208,039,376 | A83C071D |
| "12-Deep_Learning_Pre_Requisite\78-Gradient_Descent.mkv" | 115,958,989 | 4CACFE19 |
| "12-Deep_Learning_Pre_Requisite\80-ANN_Practicals.mkv" | 206,445,549 | 173B2AC6 |
| "12-Deep_Learning_Pre_Requisite\81-ANN_Hyper_Parameter_Optimization.mkv" | 113,024,747 | 9B55044C |
| "12-Deep_Learning_Pre_Requisite\82-CNN_Steps_in_CNN.mkv" | 175,280,035 | AE854875 |
| "12-Deep_Learning_Pre_Requisite\84-CNN_Architecture_Explained.mkv" | 426,629,936 | 2166636A |
| "12-Deep_Learning_Pre_Requisite\85-CNN_Image_Augmentation.mkv" | 201,623,022 | 1C71099F |
| "12-Deep_Learning_Pre_Requisite\86-CNN_Batch_size_vs_iterations_vs_epochs.mkv" | 114,364,399 | C46161AD |
| "12-Deep_Learning_Pre_Requisite\87-CNN_Code_Implementation_of_CNN.mkv" | 514,791,456 | 7FCDBA7B |
| "12-Deep_Learning_Pre_Requisite\88-CNN_Model_Summary_Parameters.mkv" | 113,365,551 | 9E721194 |
| "12-Deep_Learning_Pre_Requisite\89-CNN_Hands_on_Project_XRAY_Image_Classification.mkv" | 348,799,008 | 38D9089B |
| "12-Deep_Learning_Pre_Requisite\94-RNN_LSTMs_Practicals.mkv" | 127,705,447 | 806CEF70 |
| "12-Deep_Learning_Pre_Requisite\95-Pre_Trained_Models_Theory.mkv" | 252,326,121 | B867C9A1 |
| "12-Deep_Learning_Pre_Requisite\96-Pre_Trained_Models_Practicals.mkv" | 328,685,140 | E22A9319 |
| "13-Transformers_Pre_Requisite\102-Transformers_Types.mkv" | 102,574,106 | 4010DD82 |
| "13-Transformers_Pre_Requisite\103-What_are_Transformers.mkv" | 183,798,461 | 75F48653 |
| "13-Transformers_Pre_Requisite\104-Self_Attention_is_all_you_need.mkv" | 132,805,352 | 9EA9467F |
| "14-Encoder_Only_Architecture_Pre_Requisite\115-DistilBERT.mkv" | 113,137,708 | EAB8C40A |
| "16-LLM_Basics_Tokens_Context_Window_Prompt_Prompt_Tuning_etc\125-Prompt_Engineering.mkv" | 153,938,400 | 7F49D670 |
| "16-LLM_Basics_Tokens_Context_Window_Prompt_Prompt_Tuning_etc\127-Prompt_Structures.mkv" | 151,781,403 | E47C0768 |
| "17-RAGs_Retrieval_Augmented_Generation\129-RAGs_What_and_Why.mkv" | 105,290,175 | 158A8DEF |
| "17-RAGs_Retrieval_Augmented_Generation\130-RAGs_Use_Cases.mkv" | 207,270,812 | 45234655 |
| "17-RAGs_Retrieval_Augmented_Generation\132-RAGs_Architectures_VectorDB_Architecture.mkv" | 142,973,207 | E17FB35A |
| "17-RAGs_Retrieval_Augmented_Generation\134-RAGs_Research_Paper_based_Chatbot_using_Open_AI_Practicals.mkv" | 384,125,242 | C584C902 |
| "18-LangChain\135-LangChain.mkv" | 110,916,568 | 08014A4B |
| "19-Prompt_Engineering\136-Introduction_to_Prompt_Engineering.mkv" | 104,108,198 | 2E9F4E5F |
| "19-Prompt_Engineering\137-Types_of_Prompting.mkv" | 121,900,786 | B07B31F5 |
| "20-Vector_Databases_vs_Vector_Index\143-Vector_Database_Practicals.mkv" | 390,295,429 | 0BD0E664 |
| "21-Model_Overview_Ollama\145-Model_Overview.mkv" | 142,237,459 | 82A5623E |
| "21-Model_Overview_Ollama\146-Getting_Started_with_Ollama.mkv" | 597,924,941 | 16A98972 |
| "21-Model_Overview_Ollama\147-Model_Testing.mkv" | 716,972,049 | 7ABE22A6 |
| "21-Model_Overview_Ollama\148-Python_Implementation.mkv" | 137,255,440 | EFBEB0B3 |
| "21-Model_Overview_Ollama\150-RAG_Systems_with_Ollama_Practicals.mkv" | 292,208,095 | 8ADDDC89 |
| "22-Model_Overview_OpenAI_and_xAI\151-LLM_APIs_Overview.mkv" | 220,004,971 | D138D8F3 |
| "22-Model_Overview_OpenAI_and_xAI\153-RAG_Systems_with_xAI_LLM_APIs_Practicals.mkv" | 257,801,204 | 834518D2 |
| "23-Fine_Tuning\158-PEFT_and_Quantization.mkv" | 105,826,849 | BFD1DBDF |
| "24-RAG_Assessment_and_Evaluation_Metrics\168-Intrinsic_Metrics_PPL_Score.mkv" | 136,131,634 | 42ABEDCD |
| "24-RAG_Assessment_and_Evaluation_Metrics\171-RAGAS_Framework_RAG_Assessment.mkv" | 557,144,524 | 7E68C27C |
| "24-RAG_Assessment_and_Evaluation_Metrics\172-PRACTICALS_Rag_Evaluation_by_RAGAS.mkv" | 530,656,406 | DF6890B9 |
| "24-RAG_Assessment_and_Evaluation_Metrics\173-PRACTICALS_Rag_Evaluation_by_BLEU_ROUGE.mkv" | 173,211,737 | 4C310290 |
| "24-RAG_Assessment_and_Evaluation_Metrics\174-PRACTICALS_Rag_Evaluation_by_BERTScore_BARTScore.mkv" | 332,679,247 | 6A2730F5 |
| "25-Deployment_of_Gen_AI_Applications\177-Building_a_basic_Flask_App.mkv" | 129,324,968 | FA93FC5E |
| "25-Deployment_of_Gen_AI_Applications\178-Model_Building_Breast_Cancer.mkv" | 204,438,550 | 7B25B9E9 |
| "25-Deployment_of_Gen_AI_Applications\179-Flask_App_Breast_Cancer.mkv" | 100,573,433 | 664BBAD9 |
| "25-Deployment_of_Gen_AI_Applications\181-AWS_Deployment_of_ML_DL_Application.mkv" | 368,089,349 | 03AFB642 |
| "25-Deployment_of_Gen_AI_Applications\187-Code_PDF_Based.mkv" | 126,721,726 | 3D317261 |
| "25-Deployment_of_Gen_AI_Applications\190-AWS_EC2_Deployment.mkv" | 219,694,499 | E9FB5579 |
| "26-Gen_AI_Projects\191-Project_1_Research_RAG_Chatbot.mkv" | 384,139,570 | 48E53C6C |
| "26-Gen_AI_Projects\192-Project_2_Chat_Scholar_Chatbot_Essay_Grading_System.mkv" | 525,479,153 | 6855D210 |
| "26-Gen_AI_Projects\193-Project_3_AI_Powered_Insurance_Claims_Processing.mkv" | 594,760,035 | 8E293183 |
| "26-Gen_AI_Projects\194-Project_4_AI_Career_Coach_Part_1.mkv" | 111,233,467 | E9641B63 |
| "26-Gen_AI_Projects\196-Project_4_AI_Career_Coach_Part_3.mkv" | 328,072,053 | D25C59BD |
| "26-Gen_AI_Projects\197-Project_5_Sustainability_Chatbot_xAI_s_Grok_3.mkv" | 566,452,236 | 05F57BB3 |
| "26-Gen_AI_Projects\198-Project_6_Multi_PDF_RAG_Chatbot_built_on_Web_Scraped_Data.mkv" | 475,290,068 | 0787BE22 |
| "26-Gen_AI_Projects\200-Project_7_Text_to_SQL_Chatbot_Part_2.mkv" | 174,094,337 | 3FB365CA |
| "26-Gen_AI_Projects\201-Project_7_Text_to_SQL_Chatbot_Part_3.mkv" | 153,601,539 | 5BF94744 |
| "26-Gen_AI_Projects\202-Project_7_Text_to_SQL_Chatbot_Part_4.mkv" | 158,707,074 | 86540E82 |
| "26-Gen_AI_Projects\203-Project_7_Text_to_SQL_Chatbot_Part_5.mkv" | 168,634,522 | 58C92687 |
| "26-Gen_AI_Projects\204-Project_7_Text_to_SQL_Chatbot_Part_6.mkv" | 144,057,923 | 3F09141F |
| "27-Interview_Prep_NEW_SECTION\211-Gen_AI_Interview_5.mkv" | 119,144,720 | 89B9C04E |
| "27-Interview_Prep_NEW_SECTION\216-Gen_AI_Interview_10.mkv" | 249,199,070 | BD1F13B4 |
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