23 OCT 2025 - We are back! If you have been following us over the last few years, you will know that the last 2 months have been rough. We website was practically not loading. Sorry for the mess. We are back though and everything should run smoothly now. New servers. Updated domains. And new owners. We invite you all to start uploading torrents again!
TORRENT DETAILS
[ WebToolTip.com ] Udemy - AI Foundations For Decision Makers - From Zero To LLMs
Language: English | Size: 2.55 GB | Duration: 6h 21m
Becoming an AI-First Decision Maker
What you'll learn
Develop an AI-First Strategy - Formulate a business strategy that leverages AI and LLMs for sustainable competitive advantage.
Evaluate & Select AI Models - Assess different LLMs based on performance, cost, compliance, and business needs without requiring a technical background.
Bridge the Gap Between AI & Business - Effectively communicate with technical teams, hire AI talent, and make informed decisions on AI adoption.
Understand AI Agents & Automation - Analyze how AI-powered agents are reshaping workflows, business models, and industry dynamics.
Identify AI Risks & Challenges - Recognize potential pitfalls such as hallucinations, bias, and computational costs, and develop risk-mitigation strategies.
Requirements
No programming experience is required. Some exposure to math can be helpful.
VISITOR COMMENTS (0 )
FILE LIST
Filename
Size
~Get Your Files Here !/1 - Introduction/1 - Introduction.mp4
90.9 MB
~Get Your Files Here !/1 - Introduction/2 - Who is this course for.mp4
30.4 MB
~Get Your Files Here !/1 - Introduction/3 - Course Outline.mp4
90.5 MB
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/10 - Datasets Data as the foundation Features Labels and Datasets.mp4
18.8 MB
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/11 - Training vs Inference How do AI models learn and make predictions.mp4
30.4 MB
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/12 - Common challenges Overfitting.mp4
24.3 MB
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/13 - Common challenges Bias.mp4
7.4 MB
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/14 - Common challenges Generalization.mp4
13.4 MB
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/15 - Key AIML Topics Feature Engineering.mp4
45.4 MB
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/16 - Google dataset search.txt
42 B
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/16 - Internet archive.txt
20 B
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/16 - Kaggle.txt
31 B
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/16 - Key AIML Topics Key Data Sources.mp4
15.9 MB
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/16 - Open Data on AWS.txt
109 B
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/16 - OpenDataMonitor.txt
35 B
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/16 - Quandl.txt
38 B
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/16 - UC Irvine Machine Learning Repository.txt
28 B
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/17 - Key AIML Topics Model Selection Different types of ML Models.mp4
31.8 MB
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/18 - Key AIML Topics Model Selection How to select a suitable model.mp4
20.4 MB
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/19 - Key AIML Topics Model Evaluation Validation and CrossValidation.mp4
38.4 MB
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/20 - A-REVIEW-ON-EVALUATION-METRICS-FOR-DATA-CLASSIFICATION-EVALUATIONS.pdf
160.5 KB
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/20 - Key AIML Topics Evaluating Model Performance.mp4
29.6 MB
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/20 - Model-Evaluation-Model-Selection-and-Algorithm-Selection-in-Machine-Learning.pdf
1.9 MB
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/20 - The-Relationship-Between-Precision-Recall-and-ROC-Curves.pdf
138.2 KB
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/21 - Key AIML Topics Hyperparameters.mp4
24.8 MB
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/22 - Dropout-A-Simple-Way-to-Prevent-Neural-Networks-from-Overfitting.pdf
2.7 MB
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/22 - Key AIML Topics Model Regularization.mp4
13.4 MB
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/23 - Awesome Deep Learning Related Survey Papers.txt
55 B
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/23 - Deep Learning and Artificial Neural Networks What are Artificial Neural Network.mp4
67.2 MB
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/24 - Forward Propagation Backpropagation Gradient Descent.mp4
79.3 MB
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/25 - A-survey-on-modern-trainable-activation-functions.pdf
1 MB
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/25 - Activation Functions.mp4
71.4 MB
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/25 - Activation-Functions-in-Deep-Learning-A-Comprehensive-Survey-and-Benchmark.pdf
836.5 KB
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/26 - A-Survey-of-Optimization-Methods-from-a-Machine-Learning-Perspective.pdf
564.1 KB
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/26 - Optimization Algorithms.mp4
68.1 MB
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/27 - Intro to NLP Text Processing in NLP.mp4
29.4 MB
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/28 - Applications of NLP.mp4
7.8 MB
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/29 - Core NLP Tasks.mp4
25.1 MB
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/30 - NLP Approaches.mp4
22.4 MB
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/31 - Traditional Language Models.mp4
26.1 MB
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/32 - Challenges in NLP.mp4
19.4 MB
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/33 - A-Neural-Probabilistic-Language-Model.pdf
136.8 KB
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/33 - A-STATISTICAL-APPROACH-TO-MACHINE-TRANSLATION.pdf
658.2 KB
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/33 - Perplexity.mp4
24.6 MB
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/34 - EncodingDecoding Architecture.mp4
22.4 MB
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/4 - What is AI.mp4
65 MB
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/5 - Ebook-SamGhosh-AI-Foundations-for-Decision-Makers.pdf
4.9 MB
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/5 - Narrow AI vs Broad AI.mp4
21.7 MB
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/6 - How does ML differ from traditional software.mp4
20.2 MB
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/7 - Must Read Papers for Data Science ML and DL.txt
50 B
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/7 - Types of Machine Learning.mp4
55.7 MB
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/8 - Features Data as the foundation Features Labels and Datasets.mp4
19.4 MB
~Get Your Files Here !/2 - Fundamentals of Machine Learning and AI Introduction to AI and Machine Learning/9 - Labels Data as the foundation Features Labels and Datasets.mp4
24.4 MB
~Get Your Files Here !/3 - Fundamentals of Large Language Models/35 - Review.mp4
36.8 MB
~Get Your Files Here !/3 - Fundamentals of Large Language Models/36 - What is Attention.mp4
18.4 MB
~Get Your Files Here !/3 - Fundamentals of Large Language Models/37 - Understanding Transformers The shift from RNNs CNNs to Transformers.mp4
53.1 MB
~Get Your Files Here !/3 - Fundamentals of Large Language Models/38 - Attention Is All You Need How selfattention enables LLMs.mp4
65.6 MB
~Get Your Files Here !/3 - Fundamentals of Large Language Models/38 - attentionisall.pdf
2.1 MB
~Get Your Files Here !/3 - Fundamentals of Large Language Models/39 - SelfAttention and CrossAttention.mp4
59.1 MB
~Get Your Files Here !/3 - Fundamentals of Large Language Models/40 - Scaling Laws.mp4
49 MB
~Get Your Files Here !/3 - Fundamentals of Large Language Models/40 - Scaling-Laws-for-Neural-Language-Models.pdf
2.4 MB
~Get Your Files Here !/3 - Fundamentals of Large Language Models/40 - Training-Compute-Optimal-Large-Language-Models.pdf
5.7 MB
~Get Your Files Here !/3 - Fundamentals of Large Language Models/41 - How LLMs learn and adapt.mp4
28.5 MB
~Get Your Files Here !/3 - Fundamentals of Large Language Models/41 - Large-Language-Models-A-Survey.pdf
4.7 MB
~Get Your Files Here !/3 - Fundamentals of Large Language Models/42 - Types of Pretraining.mp4
17.7 MB
~Get Your Files Here !/3 - Fundamentals of Large Language Models/43 - Selfsupervised Learning.mp4
43.2 MB
~Get Your Files Here !/3 - Fundamentals of Large Language Models/44 - LLM Model Architectures.mp4
80.4 MB
~Get Your Files Here !/3 - Fundamentals of Large Language Models/45 - Model Size and Capabilities.mp4
21.4 MB
~Get Your Files Here !/3 - Fundamentals of Large Language Models/46 - Finetuning Fundamentals.mp4
12.8 MB
~Get Your Files Here !/3 - Fundamentals of Large Language Models/46 - Instruction-Tuning-with-GPT-4.pdf
1.5 MB
~Get Your Files Here !/3 - Fundamentals of Large Language Models/46 - Prefix-Tuning-Optimizing-Continuous-Prompts-for-Generation.pdf
1.5 MB
~Get Your Files Here !/3 - Fundamentals of Large Language Models/47 - Adapters-A-Unified-Library-for-Parameter-Efficient-and-Modular-Transfer-Learning.pdf
1.4 MB
~Get Your Files Here !/3 - Fundamentals of Large Language Models/47 - LoRA-Low-Rank-Adaptation-of-Large-Language-Models.pdf
1.5 MB
~Get Your Files Here !/3 - Fundamentals of Large Language Models/47 - ParameterEfficient FineTuning PEFT.mp4
28.5 MB
~Get Your Files Here !/3 - Fundamentals of Large Language Models/47 - QLoRA-Efficient-Finetuning-of-Quantized-LLMs.pdf
1 MB
~Get Your Files Here !/3 - Fundamentals of Large Language Models/48 - PostTraining Fundamentals.mp4
11.4 MB
~Get Your Files Here !/3 - Fundamentals of Large Language Models/48 - RLAIF-vs.RLHF-Scaling-Reinforcement-Learning-from-Human-Feedback-with-AI-Feedback.pdf
2.4 MB
~Get Your Files Here !/3 - Fundamentals of Large Language Models/49 - Pre-train-Prompt-and-Predict-A-Systematic-Survey-of-Prompting-Methods-in-Natural-Language-Processing.pdf
11.8 MB
~Get Your Files Here !/3 - Fundamentals of Large Language Models/49 - Ways to interact with LLMs.mp4
63.2 MB
~Get Your Files Here !/3 - Fundamentals of Large Language Models/50 - Zeroshot Prompting.mp4
6.2 MB
~Get Your Files Here !/3 - Fundamentals of Large Language Models/51 - Chain-of-Thought-Prompting-Elicits-Reasoning-in-Large-Language-Models.pdf
870.9 KB
~Get Your Files Here !/3 - Fundamentals of Large Language Models/51 - ChainofThought CoT Reasoning.mp4
5.6 MB
~Get Your Files Here !/3 - Fundamentals of Large Language Models/52 - Zeroshot ChainofThought CoT.mp4
2.6 MB
~Get Your Files Here !/3 - Fundamentals of Large Language Models/53 - Fewshot Prompting.mp4
3.8 MB
~Get Your Files Here !/3 - Fundamentals of Large Language Models/53 - Language-Models-are-Few-Shot-Learners.pdf
6.5 MB
~Get Your Files Here !/3 - Fundamentals of Large Language Models/54 - Fewshot Prompting CoT.mp4
2.8 MB
~Get Your Files Here !/3 - Fundamentals of Large Language Models/55 - DemonstrateSearchPredict.mp4
4.4 MB
~Get Your Files Here !/3 - Fundamentals of Large Language Models/56 - Interleaved Retrieval guided by ChainofThought IRCoT.mp4
4 MB
~Get Your Files Here !/3 - Fundamentals of Large Language Models/57 - SelfConsistency and Tree of Thoughts ToT.mp4
23.3 MB
~Get Your Files Here !/3 - Fundamentals of Large Language Models/58 - Retrieval-Augmented-Generation-for-Knowledge-Intensive-NLP-Tasks.pdf
864.6 KB
~Get Your Files Here !/3 - Fundamentals of Large Language Models/58 - Retrieval-Augmented-Generation-for-Large-Language-Models-A-Survey.pdf
1.6 MB
~Get Your Files Here !/3 - Fundamentals of Large Language Models/58 - RetrievalAugmented Generation RAG.mp4
28.9 MB
~Get Your Files Here !/3 - Fundamentals of Large Language Models/59 - AI Agents Autonomous Reasoning.mp4
39.9 MB
~Get Your Files Here !/3 - Fundamentals of Large Language Models/60 - OpenSource vs Proprietary LLMs.mp4
26.1 MB
~Get Your Files Here !/3 - Fundamentals of Large Language Models/61 - GPT Series OpenAI.mp4
18.3 MB
~Get Your Files Here !/3 - Fundamentals of Large Language Models/62 - BERT RoBERTa Google Meta.mp4
14.2 MB
~Get Your Files Here !/3 - Fundamentals of Large Language Models/63 - T5 UL2 Google.mp4
22.8 MB
~Get Your Files Here !/3 - Fundamentals of Large Language Models/64 - Claude Anthropic.mp4
![[ WebToolTip.com ] Udemy - AI Foundations For Decision Makers - From Zero To LLMs](https://f.t0r.space/no-cover.webp)
