27.38 GB | 26min 48s | mkv | 1920X1080 | 16:9
Genre:eLearning |Language:English
Files Included :
1-Introduction.mkv (93.28 MB)
4-Introduction.mkv (92.59 MB)
5-Datatypes Operators.mkv (326.94 MB)
6-Variables Keywords.mkv (320.24 MB)
7-Lists.mkv (403.67 MB)
8-Tuples.mkv (369.85 MB)
9-Sets.mkv (197.75 MB)
10-Dictionary.mkv (271.52 MB)
11-Loops Iterations.mkv (302.7 MB)
12-Functions in Python.mkv (347.56 MB)
13-Map Reduce Filter Functions.mkv (462.42 MB)
14-File Handling.mkv (301.42 MB)
15-Control Structures.mkv (158.97 MB)
16-Object Oriented Programming Concepts.mkv (436.7 MB)
17-Pandas.mkv (731.99 MB)
18-Numpy.mkv (437.57 MB)
19-Data Visualization.mkv (60.77 MB)
20-Matplotlib.mkv (755.27 MB)
21-Seaborn.mkv (438.59 MB)
23-Introduction.mkv (31.7 MB)
24-Introduction Part II.mkv (32.97 MB)
25-NLP Key Challenges.mkv (39.96 MB)
26-Linguistics.mkv (20.55 MB)
27-Case Folding.mkv (19.63 MB)
28-Special Character Removal.mkv (74.87 MB)
29-Handling Contractions.mkv (80.11 MB)
30-Tokenization.mkv (40.69 MB)
31-Stop Words Removal.mkv (31.56 MB)
32-nGrams.mkv (37.38 MB)
33-Vectorization.mkv (16.96 MB)
34-Word Embeddings.mkv (9.82 MB)
35-Bag of Words Theory.mkv (59.41 MB)
36-Bag of Words Practicals.mkv (163.14 MB)
37-TF IDF Theory.mkv (51.18 MB)
38-TF IDF Practicals.mkv (160.14 MB)
39-Part of Speech Tagging NER.mkv (58.42 MB)
40-Named Entity Recognition Practicals.mkv (101.52 MB)
41-Word2Vec Intro.mkv (13.56 MB)
42-Word2Vec Part 2.mkv (7.81 MB)
43-Pretrained Word2Vec.mkv (65.6 MB)
44-Word2Vec INTUITION.mkv (20.94 MB)
45-Word2Vec 50Features.mkv (69.2 MB)
46-Word2Vec CBOW.mkv (125.49 MB)
47-Word2Vec SkipGrams.mkv (37.09 MB)
48-GloVe.mkv (77.61 MB)
49-fastText.mkv (73.02 MB)
50-Cosine Similarity.mkv (113.87 MB)
51-LSTM Part 1.mkv (73.98 MB)
52-LSTM Part 2 Architecture.mkv (109.4 MB)
53-LSTM Part 3 Deep Dive Architecture.mkv (28.44 MB)
54-LSTM Part 4 Pointwise Operations.mkv (35.9 MB)
55-LSTM Part 5 forgetGate.mkv (63.86 MB)
56-LSTM Part 6 inputGate.mkv (144.32 MB)
57-LSTM Part 7 outputGate.mkv (57.95 MB)
58-LSTM Part 8 Practicals.mkv (295.97 MB)
59-LSTM Part 9 Practicals.mkv (107.01 MB)
60-LSTM Part 10 Practicals.mkv (120.14 MB)
61-GRU Part 1.mkv (12.32 MB)
62-GRU Part 2.mkv (154.17 MB)
63-GRU Part 3 resetGate.mkv (30.99 MB)
64-GRU Part 4 updateGate.mkv (43.94 MB)
65-GRU Part 5 Practicals.mkv (112.99 MB)
66-Bi Directional RNN.mkv (88.88 MB)
68-Introduction to DL.mkv (6.84 MB)
69-Understanding Deep Learning.mkv (45.68 MB)
70-What is a Neuron.mkv (71.36 MB)
71-Activation Functions.mkv (39.33 MB)
72-Step Function.mkv (50.39 MB)
73-Linear Function.mkv (101.41 MB)
74-Sigmoid Function.mkv (41.9 MB)
75-TanH Function.mkv (15.06 MB)
76-ReLU Function.mkv (78.69 MB)
77-Backpropagation vs Forward Pass.mkv (198.4 MB)
78-Gradient Descent.mkv (110.59 MB)
79-ANN Intuition.mkv (16.89 MB)
80-ANN Practicals.mkv (196.88 MB)
81-ANN Hyper Parameter Optimization.mkv (107.79 MB)
82-CNN Steps in CNN.mkv (167.16 MB)
83-CNN What is CNN.mkv (67.58 MB)
84-CNN Architecture Explained.mkv (406.87 MB)
85-CNN Image Augmentation.mkv (192.28 MB)
86-CNN Batch size vs iterations vs epochs.mkv (109.07 MB)
87-CNN Code Implementation of CNN.mkv (490.94 MB)
88-CNN Model Summary Parameters.mkv (108.11 MB)
89-CNN Hands on Project XRAY Image Classification.mkv (332.64 MB)
90-RNN Basics.mkv (22.79 MB)
91-RNN Types of RNN.mkv (12.87 MB)
92-RNN Vanishing Gradient vs Exploding Gradient Problem.mkv (65.22 MB)
93-RNN LSTMs.mkv (28.74 MB)
94-RNN LSTMs Practicals.mkv (121.79 MB)
95-Pre Trained Models Theory.mkv (240.64 MB)
96-Pre Trained Models Practicals.mkv (313.46 MB)
97-VGG16.mkv (62.11 MB)
98-MobileNet.mkv (52.14 MB)
99-Transfer Learning.mkv (27.03 MB)
100-Final Project Streamlit.mkv (182.25 MB)
102-Transformers Types.mkv (97.82 MB)
103-What are Transformers.mkv (175.28 MB)
104-Self Attention is all you need.mkv (126.65 MB)
105-Encoder Architecture.mkv (38.19 MB)
106-Contextual Embeddings.mkv (32.72 MB)
107-Decoder Architecture.mkv (33.24 MB)
108-Introduction to BERT.mkv (49.7 MB)
109-BERT Configurations.mkv (26.51 MB)
110-BERT Fine Tuning.mkv (13.66 MB)
111-BERT Pre Training Masked LM.mkv (42.55 MB)
112-Input Embeddings BERT.mkv (76.98 MB)
113-ARLM vs AELM.mkv (46.68 MB)
114-RoBERTa.mkv (35.33 MB)
115-DistilBERT.mkv (107.9 MB)
116-AlBERT.mkv (81.33 MB)
117-Introduction to GPT.mkv (22 MB)
118-GPT Architecture.mkv (19.18 MB)
119-GPT Masked Multi Head Attention.mkv (55.42 MB)
120-GPT Blocks.mkv (52.07 MB)
121-GPT Training.mkv (46.32 MB)
123-Context Window.mkv (38.03 MB)
124-What is a Prompt.mkv (61.94 MB)
125-Prompt Engineering.mkv (146.81 MB)
126-Prompt Tuning.mkv (56.89 MB)
127-Prompt Structures.mkv (144.75 MB)
128-Introduction to RAGs.mkv (4.47 MB)
129-RAGs What and Why.mkv (100.41 MB)
130-RAGs Use Cases.mkv (197.67 MB)
131-RAGs Research Paper.mkv (61.4 MB)
132-RAGs Architectures VectorDB Architecture.mkv (136.35 MB)
133-RAGs Detailed Architecture.mkv (80.14 MB)
134-RAGs Research Paper based Chatbot using Open AI Practicals.mkv (366.33 MB)
135-LangChain.mkv (105.78 MB)
136-Introduction to Prompt Engineering.mkv (99.29 MB)
137-Types of Prompting.mkv (116.25 MB)
138-Few Shot Limitations.mkv (54.27 MB)
139-Chain of Thoughts Prompting.mkv (28.21 MB)
140-Vector Databases.mkv (53.09 MB)
141-Vector Index vs Vector Database.mkv (73.85 MB)
142-How Vector db works.mkv (52.59 MB)
143-Vector Database Practicals.mkv (372.21 MB)
144-LSH.mkv (62.85 MB)
145-Model Overview.mkv (135.65 MB)
146-Getting Started with Ollama.mkv (570.23 MB)
147-Model Testing.mkv (683.76 MB)
148-Python Implementation.mkv (130.9 MB)
149-RAG Systems with Ollama.mkv (43.7 MB)
150-RAG Systems with Ollama Practicals.mkv (278.67 MB)
151-LLM APIs Overview.mkv (209.81 MB)
152-RAG Systems with xAI LLM APIs.mkv (40.76 MB)
153-RAG Systems with xAI LLM APIs Practicals.mkv (245.86 MB)
154-Introduction.mkv (63.82 MB)
155-RAGs vs Fine Tuning.mkv (23.08 MB)
156-When to use RAG Fine Tuning.mkv (38.51 MB)
157-Fine Tuning.mkv (76.49 MB)
158-PEFT and Quantization.mkv (100.92 MB)
159-LoRA Phase I Low Rank.mkv (84.07 MB)
160-LoRA Phase II Adapters.mkv (50.75 MB)
161-LoRA Phase III Low Rank Adapters.mkv (49.97 MB)
162-qLoRA Quantized LoRA.mkv (66.33 MB)
164-Introduction to RAG Evaluation.mkv (25.32 MB)
165-N gram Metrics BLEU.mkv (54.63 MB)
166-N gram Metrics ROUGE.mkv (38.71 MB)
167-N gram Metrics METEOR.mkv (26.49 MB)
168-Intrinsic Metrics PPL Score.mkv (129.83 MB)
169-Intrinsic Metrics PPL Score Practicals.mkv (51.9 MB)
170-Model based Metrics BARTScore vs BERTScore.mkv (45.71 MB)
171-RAGAS Framework RAG Assessment.mkv (531.33 MB)
172-PRACTICALS Rag Evaluation by RAGAS.mkv (506.07 MB)
173-PRACTICALS Rag Evaluation by BLEU ROUGE.mkv (165.19 MB)
174-PRACTICALS Rag Evaluation by BERTScore BARTScore.mkv (317.27 MB)
175-Introduction to Deployment ML DL NLP etc.mkv (18.54 MB)
176-Introduction to Flask.mkv (73.59 MB)
177-Building a basic Flask App.mkv (123.33 MB)
178-Model Building Breast Cancer.mkv (194.97 MB)
179-Flask App Breast Cancer.mkv (95.91 MB)
180-Role of Cloud in Deployment AWS.mkv (41.06 MB)
181-AWS Deployment of ML DL Application.mkv (351.04 MB)
182-Gen AI Model Deployment.mkv (29.16 MB)
183-Architecture Diagram.mkv (6.46 MB)
184-Model Serving.mkv (12.23 MB)
185-Next Steps.mkv (5.55 MB)
186-Air India Chatbot.mkv (5.52 MB)
187-Code PDF Based.mkv (120.85 MB)
188-Code Directory Based.mkv (38.84 MB)
189-Streamlit App.mkv (54.75 MB)
190-AWS EC2 Deployment.mkv (209.52 MB)
191-Project 1 Research RAG Chatbot.mkv (366.34 MB)
192-Project 2 Chat Scholar Chatbot Essay Grading System.mkv (501.14 MB)
193-Project 3 AI Powered Insurance Claims Processing.mkv (567.21 MB)
194-Project 4 AI Career Coach Part 1.mkv (106.08 MB)
195-Project 4 AI Career Coach Part 2.mkv (74.01 MB)
196-Project 4 AI Career Coach Part 3.mkv (312.87 MB)
197-Project 5 Sustainability Chatbot xAI s Grok 3.mkv (540.21 MB)
198-Project 6 Multi PDF RAG Chatbot built on Web Scraped Data.mkv (453.27 MB)
199-Project 7 Text to SQL Chatbot Part 1.mkv (46.5 MB)
200-Project 7 Text to SQL Chatbot Part 2.mkv (166.03 MB)
201-Project 7 Text to SQL Chatbot Part 3.mkv (146.49 MB)
202-Project 7 Text to SQL Chatbot Part 4.mkv (151.35 MB)
203-Project 7 Text to SQL Chatbot Part 5.mkv (160.82 MB)
204-Project 7 Text to SQL Chatbot Part 6.mkv (137.38 MB)
205-Project 7 Text to SQL Chatbot Part 7.mkv (43.34 MB)
207-Gen AI Interview 1.mkv (37.76 MB)
208-Gen AI Interview 2.mkv (28.98 MB)
209-Gen AI Interview 3.mkv (56.04 MB)
210-Gen AI Interview 4.mkv (54.3 MB)
211-Gen AI Interview 5.mkv (113.63 MB)
212-Gen AI Interview 6.mkv (77.04 MB)
213-Gen AI Interview 7.mkv (38.5 MB)
214-Gen AI Interview 8.mkv (69.88 MB)
215-Gen AI Interview 9.mkv (51.83 MB)
216-Gen AI Interview 10.mkv (237.65 MB)]
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