[FreeCourseSite.com] Udemy - AI Engineering Masterclass From Zero to AI Hero

Creation Time	March 26, 2025, 7:32 a.m.
Last Access Time	April 3, 2025, 9:56 a.m.
File Size	17.4 GB
Keywords	From FreeCourseSite AI Masterclass - Zero Udemy to Engineering Hero com
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Total Files	160
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11 - Week 11 Recurrent Neural Networks RNNs and Sequence Modeling/87 - Day 6 SequencetoSequence Models and Applications.mp4 646.8 MB
5 - Week 5 Introduction to Machine Learning/36 - Day 3 Advanced Regression Models Polynomial Regression and Regularization.mp4 492.9 MB
1 - Week 1 Python Programming Basics/8 - Day 7 Pythonic Code and Project Work.mp4 482.1 MB
9 - Week 9 Neural Networks and Deep Learning Fundamentals/71 - Day 6 Building Neural Networks with PyTorch.mp4 390.6 MB
8 - Week 8 Model Tuning and Optimization/60 - Day 3 Advanced Hyperparameter Tuning with Bayesian Optimization.mp4 388.4 MB
11 - Week 11 Recurrent Neural Networks RNNs and Sequence Modeling/82 - Day 1 Introduction to Sequence Modeling and RNNs.mp4 377.1 MB
2 - Week 2 Data Science Essentials/15 - Day 6 Data Visualization with Matplotlib and Seaborn.mp4 356.5 MB
4 - Week 4 Probability and Statistics for Machine Learning/32 - Day 7 Statistical Analysis Project Analyzing RealWorld Data.mp4 334.7 MB
10 - Week 10 Convolutional Neural Networks CNNs/74 - Day 1 Introduction to Convolutional Neural Networks.mp4 329.3 MB
9 - Week 9 Neural Networks and Deep Learning Fundamentals/72 - Day 7 Neural Network Project Image Classification on CIFAR10.mp4 317.9 MB
10 - Week 10 Convolutional Neural Networks CNNs/75 - Day 2 Convolutional Layers and Filters.mp4 297.6 MB
9 - Week 9 Neural Networks and Deep Learning Fundamentals/69 - Day 4 Gradient Descent and Optimization Techniques.mp4 289.5 MB
3 - Week 3 Mathematics for Machine Learning/22 - Day 5 Probability Theory and Distributions.mp4 282.5 MB
8 - Week 8 Model Tuning and Optimization/63 - Day 6 Automated Hyperparameter Tuning with GridSearchCV and RandomizedSearchCV.mp4 274.7 MB
12 - Week 12 Transformers and Attention Mechanisms/92 - Day 3 SelfAttention and MultiHead Attention in Transformers.mp4 271.0 MB
12 - Week 12 Transformers and Attention Mechanisms/95 - Day 6 Advanced Transformers BERT Variants and GPT3.mp4 269.2 MB
13 - Week 13 Transfer Learning and FineTuning/99 - Day 2 Transfer Learning in Computer Vision.mp4 265.7 MB
12 - Week 12 Transformers and Attention Mechanisms/94 - Day 5 HandsOn with PreTrained Transformers BERT and GPT.mp4 263.6 MB
2 - Week 2 Data Science Essentials/16 - Day 7 Exploratory Data Analysis EDA Project.mp4 261.7 MB
7 - Week 7 Advanced Machine Learning Algorithms/54 - Day 5 LightGBM and CatBoost.mp4 258.8 MB
6 - Week 6 Feature Engineering and Model Evaluation/48 - Day 7 CrossValidation and Hyperparameter Tuning.mp4 257.6 MB
5 - Week 5 Introduction to Machine Learning/37 - Day 4 Introduction to Classification and Logistic Regression.mp4 255.8 MB
12 - Week 12 Transformers and Attention Mechanisms/96 - Day 7 Transformer Project Text Summarization or Translation.mp4 246.7 MB
13 - Week 13 Transfer Learning and FineTuning/104 - Day 7 Transfer Learning Project FineTuning for a Custom Task.mp4 245.7 MB
2 - Week 2 Data Science Essentials/12 - Day 3 Introduction to Pandas for Data Manipulation.mp4 238.6 MB
7 - Week 7 Advanced Machine Learning Algorithms/53 - Day 4 Introduction to XGBoost.mp4 238.4 MB
11 - Week 11 Recurrent Neural Networks RNNs and Sequence Modeling/83 - Day 2 Understanding RNN Architecture and Backpropagation Through Time BPTT.mp4 237.2 MB
8 - Week 8 Model Tuning and Optimization/64 - Day 7 Optimization Project Building and Tuning a Final Model.mp4 234.0 MB
9 - Week 9 Neural Networks and Deep Learning Fundamentals/70 - Day 5 Building Neural Networks with TensorFlow and Keras.mp4 232.8 MB
7 - Week 7 Advanced Machine Learning Algorithms/56 - Day 7 Ensemble Learning Project Comparing Models on a Real Dataset.mp4 232.7 MB
10 - Week 10 Convolutional Neural Networks CNNs/78 - Day 5 Building CNN Architectures with PyTorch.mp4 231.9 MB
11 - Week 11 Recurrent Neural Networks RNNs and Sequence Modeling/86 - Day 5 Text Preprocessing and Word Embeddings for RNNs.mp4 230.2 MB
13 - Week 13 Transfer Learning and FineTuning/101 - Day 4 Transfer Learning in NLP.mp4 229.5 MB
2 - Week 2 Data Science Essentials/10 - Day 1 Introduction to NumPy for Numerical Computing.mp4 225.3 MB
12 - Week 12 Transformers and Attention Mechanisms/91 - Day 2 Introduction to Transformers Architecture.mp4 213.7 MB
6 - Week 6 Feature Engineering and Model Evaluation/45 - Day 4 Feature Selection Techniques.mp4 208.6 MB
10 - Week 10 Convolutional Neural Networks CNNs/79 - Day 6 Regularization and Data Augmentation for CNNs.mp4 201.3 MB
6 - Week 6 Feature Engineering and Model Evaluation/46 - Day 5 Creating and Transforming Features.mp4 194.1 MB
1 - Week 1 Python Programming Basics/2 - Day 1 Introduction to Python and Development Setup.mp4 193.3 MB
8 - Week 8 Model Tuning and Optimization/61 - Day 4 Regularization Techniques for Model Optimization.mp4 191.9 MB
12 - Week 12 Transformers and Attention Mechanisms/93 - Day 4 Positional Encoding and FeedForward Networks.mp4 186.8 MB
13 - Week 13 Transfer Learning and FineTuning/98 - Day 1 Introduction to Transfer Learning.mp4 186.4 MB
6 - Week 6 Feature Engineering and Model Evaluation/43 - Day 2 Data Scaling and Normalization.mp4 181.2 MB
10 - Week 10 Convolutional Neural Networks CNNs/80 - Day 7 CNN Project Image Classification on Fashion MNIST or CIFAR10.mp4 179.6 MB
4 - Week 4 Probability and Statistics for Machine Learning/27 - Day 2 Probability Distributions in Machine Learning.mp4 176.5 MB
7 - Week 7 Advanced Machine Learning Algorithms/52 - Day 3 Boosting and Gradient Boosting.mp4 175.0 MB
11 - Week 11 Recurrent Neural Networks RNNs and Sequence Modeling/88 - Day 7 RNN Project Text Generation or Sentiment Analysis.mp4 173.8 MB
9 - Week 9 Neural Networks and Deep Learning Fundamentals/67 - Day 2 Forward Propagation and Activation Functions.mp4 172.4 MB
1 - Week 1 Python Programming Basics/6 - Day 5 Working with Strings.mp4 171.4 MB
7 - Week 7 Advanced Machine Learning Algorithms/51 - Day 2 Bagging and Random Forests.mp4 170.6 MB
9 - Week 9 Neural Networks and Deep Learning Fundamentals/66 - Day 1 Introduction to Deep Learning and Neural Networks.mp4 168.9 MB
13 - Week 13 Transfer Learning and FineTuning/102 - Day 5 FineTuning Techniques in NLP.mp4 167.6 MB
5 - Week 5 Introduction to Machine Learning/40 - Day 7 Supervised Learning Mini Project.mp4 165.0 MB
6 - Week 6 Feature Engineering and Model Evaluation/42 - Day 1 Introduction to Feature Engineering.mp4 162.2 MB
10 - Week 10 Convolutional Neural Networks CNNs/76 - Day 3 Pooling Layers and Dimensionality Reduction.mp4 157.5 MB
7 - Week 7 Advanced Machine Learning Algorithms/55 - Day 6 Handling Imbalanced Data.mp4 157.4 MB
1 - Week 1 Python Programming Basics/5 - Day 4 Data Structures Lists Tuples Dictionaries Sets.mp4 153.9 MB
8 - Week 8 Model Tuning and Optimization/59 - Day 2 Grid Search and Random Search.mp4 153.6 MB
8 - Week 8 Model Tuning and Optimization/58 - Day 1 Introduction to Hyperparameter Tuning.mp4 152.8 MB
5 - Week 5 Introduction to Machine Learning/34 - Day 1 Machine Learning Basics and Terminology.mp4 146.9 MB
1 - Week 1 Python Programming Basics/3 - Day 2 Control Flow in Python.mp4 146.4 MB
13 - Week 13 Transfer Learning and FineTuning/103 - Day 6 Domain Adaptation and Transfer Learning Challenges.mp4 144.3 MB
13 - Week 13 Transfer Learning and FineTuning/100 - Day 3 FineTuning Techniques in Computer Vision.mp4 141.3 MB
8 - Week 8 Model Tuning and Optimization/62 - Day 5 CrossValidation and Model Evaluation Techniques.mp4 139.7 MB
5 - Week 5 Introduction to Machine Learning/38 - Day 5 Model Evaluation and CrossValidation.mp4 126.4 MB
11 - Week 11 Recurrent Neural Networks RNNs and Sequence Modeling/84 - Day 3 Long ShortTerm Memory LSTM Networks.mp4 124.9 MB
2 - Week 2 Data Science Essentials/13 - Day 4 Data Cleaning and Preparation with Pandas.mp4 120.8 MB
1 - Week 1 Python Programming Basics/7 - Day 6 File Handling.mp4 113.4 MB
10 - Week 10 Convolutional Neural Networks CNNs/77 - Day 4 Building CNN Architectures with Keras and TensorFlow.mp4 107.5 MB
5 - Week 5 Introduction to Machine Learning/39 - Day 6 kNearest Neighbors kNN Algorithm.mp4 101.9 MB
3 - Week 3 Mathematics for Machine Learning/19 - Day 2 Advanced Linear Algebra Concepts.mp4 99.7 MB
4 - Week 4 Probability and Statistics for Machine Learning/30 - Day 5 Types of Hypothesis Tests.mp4 98.9 MB
2 - Week 2 Data Science Essentials/11 - Day 2 Advanced NumPy Operations.mp4 95.7 MB
4 - Week 4 Probability and Statistics for Machine Learning/29 - Day 4 Hypothesis Testing and PValues.mp4 93.6 MB
4 - Week 4 Probability and Statistics for Machine Learning/31 - Day 6 Correlation and Regression Analysis.mp4 92.5 MB
4 - Week 4 Probability and Statistics for Machine Learning/26 - Day 1 Probability Theory and Random Variables.mp4 91.6 MB
1 - Week 1 Python Programming Basics/4 - Day 3 Functions and Modules.mp4 91.5 MB
3 - Week 3 Mathematics for Machine Learning/18 - Day 1 Linear Algebra Fundamentals.mp4 91.3 MB
9 - Week 9 Neural Networks and Deep Learning Fundamentals/68 - Day 3 Loss Functions and Backpropagation.mp4 89.1 MB
3 - Week 3 Mathematics for Machine Learning/23 - Day 6 Statistics Fundamentals.mp4 86.8 MB
6 - Week 6 Feature Engineering and Model Evaluation/47 - Day 6 Model Evaluation Techniques.mp4 85.7 MB
7 - Week 7 Advanced Machine Learning Algorithms/50 - Day 1 Introduction to Ensemble Learning.mp4 85.2 MB
12 - Week 12 Transformers and Attention Mechanisms/90 - Day 1 Introduction to Attention Mechanisms.mp4 83.3 MB
6 - Week 6 Feature Engineering and Model Evaluation/44 - Day 3 Encoding Categorical Variables.mp4 81.7 MB
3 - Week 3 Mathematics for Machine Learning/20 - Day 3 Calculus for Machine Learning Derivatives.mp4 78.7 MB
3 - Week 3 Mathematics for Machine Learning/21 - Day 4 Calculus for Machine Learning Integrals and Optimization.mp4 78.5 MB
2 - Week 2 Data Science Essentials/14 - Day 5 Data Aggregation and Grouping in Pandas.mp4 76.8 MB
3 - Week 3 Mathematics for Machine Learning/24 - Day 7 MathDriven Mini Project Linear Regression from Scratch.mp4 72.1 MB
4 - Week 4 Probability and Statistics for Machine Learning/28 - Day 3 Statistical Inference Estimation and Confidence Intervals.mp4 70.0 MB
5 - Week 5 Introduction to Machine Learning/35 - Day 2 Introduction to Supervised Learning and Regression Models.mp4 63.0 MB
11 - Week 11 Recurrent Neural Networks RNNs and Sequence Modeling/85 - Day 4 Gated Recurrent Units GRUs.mp4 57.7 MB
8 - Week 8 Model Tuning and Optimization/57 - Introduction to Week 8 Model Tuning and Optimization.mp4 2.4 MB
11 - Week 11 Recurrent Neural Networks RNNs and Sequence Modeling/81 - Introduction to Week 11 Recurrent Neural Networks RNNs and Sequence Modeling.mp4 2.3 MB
12 - Week 12 Transformers and Attention Mechanisms/89 - Introduction to Week 12 Transformers and Attention Mechanisms.mp4 2.2 MB
10 - Week 10 Convolutional Neural Networks CNNs/73 - Introduction to Week 10 Convolutional Neural Networks CNNs.mp4 2.1 MB
9 - Week 9 Neural Networks and Deep Learning Fundamentals/65 - Introduction to Week 9 Neural Networks and Deep Learning Fundamentals.mp4 2.1 MB
5 - Week 5 Introduction to Machine Learning/33 - Introduction to Week 5 Introduction to Machine Learning.mp4 2.0 MB
4 - Week 4 Probability and Statistics for Machine Learning/25 - Introduction to Week 4 Probability and Statistics for Machine Learning.mp4 2.0 MB
3 - Week 3 Mathematics for Machine Learning/17 - Introduction to Week 3 Mathematics for Machine Learning.mp4 1.8 MB
13 - Week 13 Transfer Learning and FineTuning/97 - Introduction to Week 13 Transfer Learning and FineTuning.mp4 1.8 MB
2 - Week 2 Data Science Essentials/9 - Introduction to Week 2 Data Science Essentials.mp4 1.7 MB
6 - Week 6 Feature Engineering and Model Evaluation/41 - Introduction to Week 6 Feature Engineering and Model Evaluation.mp4 1.6 MB
7 - Week 7 Advanced Machine Learning Algorithms/49 - Introduction to Week 7 Advanced Machine Learning Algorithms.mp4 1.6 MB
1 - Week 1 Python Programming Basics/1 - Introduction to Week 1 Python Programming Basics.mp4 1.4 MB
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10 - Week 10 Convolutional Neural Networks CNNs/0. Websites you may like/[FreeCourseSite.com].url 127 bytes
10 - Week 10 Convolutional Neural Networks CNNs/[FreeCourseSite.com].url 127 bytes
11 - Week 11 Recurrent Neural Networks RNNs and Sequence Modeling/0. Websites you may like/[FreeCourseSite.com].url 127 bytes
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12 - Week 12 Transformers and Attention Mechanisms/0. Websites you may like/[FreeCourseSite.com].url 127 bytes
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13 - Week 13 Transfer Learning and FineTuning/0. Websites you may like/[FreeCourseSite.com].url 127 bytes
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2 - Week 2 Data Science Essentials/0. Websites you may like/[FreeCourseSite.com].url 127 bytes
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3 - Week 3 Mathematics for Machine Learning/0. Websites you may like/[FreeCourseSite.com].url 127 bytes
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4 - Week 4 Probability and Statistics for Machine Learning/0. Websites you may like/[FreeCourseSite.com].url 127 bytes
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5 - Week 5 Introduction to Machine Learning/0. Websites you may like/[FreeCourseSite.com].url 127 bytes
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6 - Week 6 Feature Engineering and Model Evaluation/0. Websites you may like/[FreeCourseSite.com].url 127 bytes
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7 - Week 7 Advanced Machine Learning Algorithms/0. Websites you may like/[FreeCourseSite.com].url 127 bytes
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8 - Week 8 Model Tuning and Optimization/0. Websites you may like/[FreeCourseSite.com].url 127 bytes
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9 - Week 9 Neural Networks and Deep Learning Fundamentals/0. Websites you may like/[FreeCourseSite.com].url 127 bytes
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1 - Week 1 Python Programming Basics/0. Websites you may like/[CourseClub.Me].url 122 bytes
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10 - Week 10 Convolutional Neural Networks CNNs/0. Websites you may like/[CourseClub.Me].url 122 bytes
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11 - Week 11 Recurrent Neural Networks RNNs and Sequence Modeling/0. Websites you may like/[CourseClub.Me].url 122 bytes
11 - Week 11 Recurrent Neural Networks RNNs and Sequence Modeling/[CourseClub.Me].url 122 bytes
12 - Week 12 Transformers and Attention Mechanisms/0. Websites you may like/[CourseClub.Me].url 122 bytes
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13 - Week 13 Transfer Learning and FineTuning/0. Websites you may like/[CourseClub.Me].url 122 bytes
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2 - Week 2 Data Science Essentials/0. Websites you may like/[CourseClub.Me].url 122 bytes
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3 - Week 3 Mathematics for Machine Learning/0. Websites you may like/[CourseClub.Me].url 122 bytes
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4 - Week 4 Probability and Statistics for Machine Learning/0. Websites you may like/[CourseClub.Me].url 122 bytes
4 - Week 4 Probability and Statistics for Machine Learning/[CourseClub.Me].url 122 bytes
5 - Week 5 Introduction to Machine Learning/0. Websites you may like/[CourseClub.Me].url 122 bytes
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6 - Week 6 Feature Engineering and Model Evaluation/0. Websites you may like/[CourseClub.Me].url 122 bytes
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7 - Week 7 Advanced Machine Learning Algorithms/0. Websites you may like/[CourseClub.Me].url 122 bytes
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8 - Week 8 Model Tuning and Optimization/0. Websites you may like/[CourseClub.Me].url 122 bytes
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9 - Week 9 Neural Networks and Deep Learning Fundamentals/0. Websites you may like/[CourseClub.Me].url 122 bytes
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