| Get Bonus Downloads Here.url |
180 Bytes |
| ~Get Your Files Here !/1 - Introduction/1 -Section Intro.mp4 |
36.9 MB |
| ~Get Your Files Here !/1 - Introduction/2 -Traditional Programming vs Machine Learning.mp4 |
131.2 MB |
| ~Get Your Files Here !/1 - Introduction/3 -Supervised Learning.mp4 |
76.57 MB |
| ~Get Your Files Here !/1 - Introduction/4 -Unsupervised Learning.mp4 |
76.62 MB |
| ~Get Your Files Here !/1 - Introduction/5 -Reinforcement Learning.mp4 |
74.77 MB |
| ~Get Your Files Here !/1 - Introduction/6 -Feature Engineering and Dataset Splitting.mp4 |
53.89 MB |
| ~Get Your Files Here !/1 - Introduction/8 -How fit is your Model Evaluation and OverUnderfitting.mp4 |
47.33 MB |
| ~Get Your Files Here !/1 - Introduction/9 -Hyperparameter Tuning and Balancing BiasVariance.mp4 |
58.48 MB |
| ~Get Your Files Here !/2 - Introduction to Machine Learning Algorithms/1 -Section Intro.mp4 |
16.37 MB |
| ~Get Your Files Here !/2 - Introduction to Machine Learning Algorithms/2 -Linear Regression.mp4 |
50.28 MB |
| ~Get Your Files Here !/2 - Introduction to Machine Learning Algorithms/3 -Logistic Regression.mp4 |
26.63 MB |
| ~Get Your Files Here !/2 - Introduction to Machine Learning Algorithms/4 -Decision Tree.mp4 |
28.24 MB |
| ~Get Your Files Here !/2 - Introduction to Machine Learning Algorithms/5 -Random Forest.mp4 |
39.3 MB |
| ~Get Your Files Here !/2 - Introduction to Machine Learning Algorithms/6 -Support Vector Machines (SVMs).mp4 |
25.29 MB |
| ~Get Your Files Here !/2 - Introduction to Machine Learning Algorithms/7 -Neural Networks.mp4 |
45.23 MB |
| ~Get Your Files Here !/2 - Introduction to Machine Learning Algorithms/8 -Boosting Algorithms.mp4 |
84.65 MB |
| ~Get Your Files Here !/2 - Introduction to Machine Learning Algorithms/9 -Module Summary.mp4 |
29.69 MB |
| ~Get Your Files Here !/3 - Large Language Models/1 -Section Intro.mp4 |
23.85 MB |
| ~Get Your Files Here !/3 - Large Language Models/2 -What and How of Large Language Models (LLMs).mp4 |
47.58 MB |
| ~Get Your Files Here !/3 - Large Language Models/3 -Tokens and Parameters.mp4 |
45.5 MB |
| ~Get Your Files Here !/3 - Large Language Models/4 -Transformers and Attention Mechanism.mp4 |
46.98 MB |
| ~Get Your Files Here !/3 - Large Language Models/5 -Pre Training and Fine Tuning of Foundational Models.mp4 |
35.54 MB |
| ~Get Your Files Here !/3 - Large Language Models/6 -Prompt Engineering.mp4 |
69.38 MB |
| ~Get Your Files Here !/3 - Large Language Models/7 -Limitations of LLMs.mp4 |
33.41 MB |
| ~Get Your Files Here !/3 - Large Language Models/8 -Retrieval Augmented Generation (RAG).mp4 |
15.64 MB |
| ~Get Your Files Here !/4 - Introduction to Agentic AI/1 -What is Agentic AI.mp4 |
13.06 MB |
| ~Get Your Files Here !/4 - Introduction to Agentic AI/2 -What is Agentic AI.mp4 |
173.79 MB |
| ~Get Your Files Here !/4 - Introduction to Agentic AI/3 -Goals and Tools.mp4 |
82.04 MB |
| ~Get Your Files Here !/4 - Introduction to Agentic AI/4 -Memory and Planning.mp4 |
34.05 MB |
| ~Get Your Files Here !/4 - Introduction to Agentic AI/5 -Agentic Architecture and Types of Agents.mp4 |
100.51 MB |
| ~Get Your Files Here !/4 - Introduction to Agentic AI/6 -Multi Agents, Examples and Challenges.mp4 |
97.2 MB |
| ~Get Your Files Here !/4 - Introduction to Agentic AI/7 -Agentic Devops, MLOps and Ethical Considerations.mp4 |
43.2 MB |
| ~Get Your Files Here !/4 - Introduction to Agentic AI/8 -Module Summary.mp4 |
15.25 MB |
| ~Get Your Files Here !/5 - Introduction to MLOps/1 -What is MLOps.mp4 |
353.61 MB |
| ~Get Your Files Here !/5 - Introduction to MLOps/2 -Story of Evolution of MLOps, LLMOps and AgenticAIOps.mp4 |
308.49 MB |
| ~Get Your Files Here !/5 - Introduction to MLOps/3 -Comparing Three Approach to AI - ML, LLM, Agentic.mp4 |
351.02 MB |
| ~Get Your Files Here !/5 - Introduction to MLOps/4 -MLOps Case Studies - Learning from the Pioneers.mp4 |
123.96 MB |
| ~Get Your Files Here !/5 - Introduction to MLOps/5 -Comparing Devops vs MLOps.mp4 |
286.81 MB |
| ~Get Your Files Here !/5 - Introduction to MLOps/6 -Emergence of a MLOps Engineer.mp4 |
229.76 MB |
| ~Get Your Files Here !/Bonus Resources.txt |
70 Bytes |
Other/Video