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

File Name

Size

0. Websites you may like/[CourseClub.Me].url

122 B

0. Websites you may like/[FreeCourseSite.com].url

127 B

1 - Week 1 Python Programming Basics/0. Websites you may like/[CourseClub.Me].url

122 B

1 - Week 1 Python Programming Basics/0. Websites you may like/[FreeCourseSite.com].url

127 B

1 - Week 1 Python Programming Basics/1 - Introduction to Week 1 Python Programming Basics.mp4

1.4 MB

1 - Week 1 Python Programming Basics/2 - Day 1 Introduction to Python and Development Setup.mp4

193 MB

1 - Week 1 Python Programming Basics/3 - Day 2 Control Flow in Python.mp4

146 MB

1 - Week 1 Python Programming Basics/4 - Day 3 Functions and Modules.mp4

92 MB

1 - Week 1 Python Programming Basics/5 - Day 4 Data Structures Lists Tuples Dictionaries Sets.mp4

154 MB

1 - Week 1 Python Programming Basics/6 - Day 5 Working with Strings.mp4

171 MB

1 - Week 1 Python Programming Basics/7 - Day 6 File Handling.mp4

113 MB

1 - Week 1 Python Programming Basics/8 - Day 7 Pythonic Code and Project Work.mp4

482 MB

1 - Week 1 Python Programming Basics/[CourseClub.Me].url

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1 - Week 1 Python Programming Basics/[FreeCourseSite.com].url

127 B

10 - Week 10 Convolutional Neural Networks CNNs/0. Websites you may like/[CourseClub.Me].url

122 B

10 - Week 10 Convolutional Neural Networks CNNs/0. Websites you may like/[FreeCourseSite.com].url

127 B

10 - Week 10 Convolutional Neural Networks CNNs/73 - Introduction to Week 10 Convolutional Neural Networks CNNs.mp4

2.1 MB

10 - Week 10 Convolutional Neural Networks CNNs/74 - Day 1 Introduction to Convolutional Neural Networks.mp4

329 MB

10 - Week 10 Convolutional Neural Networks CNNs/75 - Day 2 Convolutional Layers and Filters.mp4

298 MB

10 - Week 10 Convolutional Neural Networks CNNs/76 - Day 3 Pooling Layers and Dimensionality Reduction.mp4

158 MB

10 - Week 10 Convolutional Neural Networks CNNs/77 - Day 4 Building CNN Architectures with Keras and TensorFlow.mp4

108 MB

10 - Week 10 Convolutional Neural Networks CNNs/78 - Day 5 Building CNN Architectures with PyTorch.mp4

232 MB

10 - Week 10 Convolutional Neural Networks CNNs/79 - Day 6 Regularization and Data Augmentation for CNNs.mp4

201 MB

10 - Week 10 Convolutional Neural Networks CNNs/80 - Day 7 CNN Project Image Classification on Fashion MNIST or CIFAR10.mp4

180 MB

10 - Week 10 Convolutional Neural Networks CNNs/[CourseClub.Me].url

122 B

10 - Week 10 Convolutional Neural Networks CNNs/[FreeCourseSite.com].url

127 B

11 - Week 11 Recurrent Neural Networks RNNs and Sequence Modeling/0. Websites you may like/[CourseClub.Me].url

122 B

11 - Week 11 Recurrent Neural Networks RNNs and Sequence Modeling/0. Websites you may like/[FreeCourseSite.com].url

127 B

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

11 - Week 11 Recurrent Neural Networks RNNs and Sequence Modeling/82 - Day 1 Introduction to Sequence Modeling and RNNs.mp4

377 MB

11 - Week 11 Recurrent Neural Networks RNNs and Sequence Modeling/83 - Day 2 Understanding RNN Architecture and Backpropagation Through Time BPTT.mp4

237 MB

11 - Week 11 Recurrent Neural Networks RNNs and Sequence Modeling/84 - Day 3 Long ShortTerm Memory LSTM Networks.mp4

125 MB

11 - Week 11 Recurrent Neural Networks RNNs and Sequence Modeling/85 - Day 4 Gated Recurrent Units GRUs.mp4

58 MB

11 - Week 11 Recurrent Neural Networks RNNs and Sequence Modeling/86 - Day 5 Text Preprocessing and Word Embeddings for RNNs.mp4

230 MB

11 - Week 11 Recurrent Neural Networks RNNs and Sequence Modeling/87 - Day 6 SequencetoSequence Models and Applications.mp4

647 MB

11 - Week 11 Recurrent Neural Networks RNNs and Sequence Modeling/88 - Day 7 RNN Project Text Generation or Sentiment Analysis.mp4

174 MB

11 - Week 11 Recurrent Neural Networks RNNs and Sequence Modeling/[CourseClub.Me].url

122 B

11 - Week 11 Recurrent Neural Networks RNNs and Sequence Modeling/[FreeCourseSite.com].url

127 B

12 - Week 12 Transformers and Attention Mechanisms/0. Websites you may like/[CourseClub.Me].url

122 B

12 - Week 12 Transformers and Attention Mechanisms/0. Websites you may like/[FreeCourseSite.com].url

127 B

12 - Week 12 Transformers and Attention Mechanisms/89 - Introduction to Week 12 Transformers and Attention Mechanisms.mp4

2.2 MB

12 - Week 12 Transformers and Attention Mechanisms/90 - Day 1 Introduction to Attention Mechanisms.mp4

83 MB

12 - Week 12 Transformers and Attention Mechanisms/91 - Day 2 Introduction to Transformers Architecture.mp4

214 MB

12 - Week 12 Transformers and Attention Mechanisms/92 - Day 3 SelfAttention and MultiHead Attention in Transformers.mp4

271 MB

12 - Week 12 Transformers and Attention Mechanisms/93 - Day 4 Positional Encoding and FeedForward Networks.mp4

187 MB

12 - Week 12 Transformers and Attention Mechanisms/94 - Day 5 HandsOn with PreTrained Transformers BERT and GPT.mp4

264 MB

12 - Week 12 Transformers and Attention Mechanisms/95 - Day 6 Advanced Transformers BERT Variants and GPT3.mp4

269 MB

12 - Week 12 Transformers and Attention Mechanisms/96 - Day 7 Transformer Project Text Summarization or Translation.mp4

247 MB

12 - Week 12 Transformers and Attention Mechanisms/[CourseClub.Me].url

122 B

12 - Week 12 Transformers and Attention Mechanisms/[FreeCourseSite.com].url

127 B

13 - Week 13 Transfer Learning and FineTuning/0. Websites you may like/[CourseClub.Me].url

122 B

13 - Week 13 Transfer Learning and FineTuning/0. Websites you may like/[FreeCourseSite.com].url

127 B

13 - Week 13 Transfer Learning and FineTuning/100 - Day 3 FineTuning Techniques in Computer Vision.mp4

141 MB

13 - Week 13 Transfer Learning and FineTuning/101 - Day 4 Transfer Learning in NLP.mp4

230 MB

13 - Week 13 Transfer Learning and FineTuning/102 - Day 5 FineTuning Techniques in NLP.mp4

168 MB

13 - Week 13 Transfer Learning and FineTuning/103 - Day 6 Domain Adaptation and Transfer Learning Challenges.mp4

144 MB

13 - Week 13 Transfer Learning and FineTuning/104 - Day 7 Transfer Learning Project FineTuning for a Custom Task.mp4

246 MB

13 - Week 13 Transfer Learning and FineTuning/97 - Introduction to Week 13 Transfer Learning and FineTuning.mp4

1.8 MB

13 - Week 13 Transfer Learning and FineTuning/98 - Day 1 Introduction to Transfer Learning.mp4

186 MB

13 - Week 13 Transfer Learning and FineTuning/99 - Day 2 Transfer Learning in Computer Vision.mp4

266 MB

13 - Week 13 Transfer Learning and FineTuning/[CourseClub.Me].url

122 B

13 - Week 13 Transfer Learning and FineTuning/[FreeCourseSite.com].url

127 B

2 - Week 2 Data Science Essentials/0. Websites you may like/[CourseClub.Me].url

122 B

2 - Week 2 Data Science Essentials/0. Websites you may like/[FreeCourseSite.com].url

127 B

2 - Week 2 Data Science Essentials/10 - Day 1 Introduction to NumPy for Numerical Computing.mp4

225 MB

2 - Week 2 Data Science Essentials/11 - Day 2 Advanced NumPy Operations.mp4

96 MB

2 - Week 2 Data Science Essentials/12 - Day 3 Introduction to Pandas for Data Manipulation.mp4

239 MB

2 - Week 2 Data Science Essentials/13 - Day 4 Data Cleaning and Preparation with Pandas.mp4

121 MB

2 - Week 2 Data Science Essentials/14 - Day 5 Data Aggregation and Grouping in Pandas.mp4

77 MB

2 - Week 2 Data Science Essentials/15 - Day 6 Data Visualization with Matplotlib and Seaborn.mp4

356 MB

2 - Week 2 Data Science Essentials/16 - Day 7 Exploratory Data Analysis EDA Project.mp4

262 MB

2 - Week 2 Data Science Essentials/9 - Introduction to Week 2 Data Science Essentials.mp4

1.7 MB

2 - Week 2 Data Science Essentials/[CourseClub.Me].url

122 B

2 - Week 2 Data Science Essentials/[FreeCourseSite.com].url

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3 - Week 3 Mathematics for Machine Learning/0. Websites you may like/[CourseClub.Me].url

122 B

3 - Week 3 Mathematics for Machine Learning/0. Websites you may like/[FreeCourseSite.com].url

127 B

3 - Week 3 Mathematics for Machine Learning/17 - Introduction to Week 3 Mathematics for Machine Learning.mp4

1.8 MB

3 - Week 3 Mathematics for Machine Learning/18 - Day 1 Linear Algebra Fundamentals.mp4

91 MB

3 - Week 3 Mathematics for Machine Learning/19 - Day 2 Advanced Linear Algebra Concepts.mp4

100 MB

3 - Week 3 Mathematics for Machine Learning/20 - Day 3 Calculus for Machine Learning Derivatives.mp4

79 MB

3 - Week 3 Mathematics for Machine Learning/21 - Day 4 Calculus for Machine Learning Integrals and Optimization.mp4

78 MB

3 - Week 3 Mathematics for Machine Learning/22 - Day 5 Probability Theory and Distributions.mp4

282 MB

3 - Week 3 Mathematics for Machine Learning/23 - Day 6 Statistics Fundamentals.mp4

87 MB

3 - Week 3 Mathematics for Machine Learning/24 - Day 7 MathDriven Mini Project Linear Regression from Scratch.mp4

72 MB

3 - Week 3 Mathematics for Machine Learning/[CourseClub.Me].url

122 B

3 - Week 3 Mathematics for Machine Learning/[FreeCourseSite.com].url

127 B

4 - Week 4 Probability and Statistics for Machine Learning/0. Websites you may like/[CourseClub.Me].url

122 B

4 - Week 4 Probability and Statistics for Machine Learning/0. Websites you may like/[FreeCourseSite.com].url

127 B

4 - Week 4 Probability and Statistics for Machine Learning/25 - Introduction to Week 4 Probability and Statistics for Machine Learning.mp4

2.0 MB

4 - Week 4 Probability and Statistics for Machine Learning/26 - Day 1 Probability Theory and Random Variables.mp4

92 MB

4 - Week 4 Probability and Statistics for Machine Learning/27 - Day 2 Probability Distributions in Machine Learning.mp4

176 MB

4 - Week 4 Probability and Statistics for Machine Learning/28 - Day 3 Statistical Inference Estimation and Confidence Intervals.mp4

70 MB

4 - Week 4 Probability and Statistics for Machine Learning/29 - Day 4 Hypothesis Testing and PValues.mp4

94 MB

4 - Week 4 Probability and Statistics for Machine Learning/30 - Day 5 Types of Hypothesis Tests.mp4

99 MB

4 - Week 4 Probability and Statistics for Machine Learning/31 - Day 6 Correlation and Regression Analysis.mp4

92 MB

4 - Week 4 Probability and Statistics for Machine Learning/32 - Day 7 Statistical Analysis Project Analyzing RealWorld Data.mp4

335 MB

4 - Week 4 Probability and Statistics for Machine Learning/[CourseClub.Me].url

122 B

4 - Week 4 Probability and Statistics for Machine Learning/[FreeCourseSite.com].url

127 B

5 - Week 5 Introduction to Machine Learning/0. Websites you may like/[CourseClub.Me].url

122 B

5 - Week 5 Introduction to Machine Learning/0. Websites you may like/[FreeCourseSite.com].url

127 B

5 - Week 5 Introduction to Machine Learning/33 - Introduction to Week 5 Introduction to Machine Learning.mp4

2.0 MB

5 - Week 5 Introduction to Machine Learning/34 - Day 1 Machine Learning Basics and Terminology.mp4

147 MB

5 - Week 5 Introduction to Machine Learning/35 - Day 2 Introduction to Supervised Learning and Regression Models.mp4

63 MB

5 - Week 5 Introduction to Machine Learning/36 - Day 3 Advanced Regression Models Polynomial Regression and Regularization.mp4

493 MB

5 - Week 5 Introduction to Machine Learning/37 - Day 4 Introduction to Classification and Logistic Regression.mp4

256 MB

5 - Week 5 Introduction to Machine Learning/38 - Day 5 Model Evaluation and CrossValidation.mp4

126 MB

5 - Week 5 Introduction to Machine Learning/39 - Day 6 kNearest Neighbors kNN Algorithm.mp4

102 MB

5 - Week 5 Introduction to Machine Learning/40 - Day 7 Supervised Learning Mini Project.mp4

165 MB

5 - Week 5 Introduction to Machine Learning/[CourseClub.Me].url

122 B

5 - Week 5 Introduction to Machine Learning/[FreeCourseSite.com].url

127 B

6 - Week 6 Feature Engineering and Model Evaluation/0. Websites you may like/[CourseClub.Me].url

122 B

6 - Week 6 Feature Engineering and Model Evaluation/0. Websites you may like/[FreeCourseSite.com].url

127 B

6 - Week 6 Feature Engineering and Model Evaluation/41 - Introduction to Week 6 Feature Engineering and Model Evaluation.mp4

1.6 MB

6 - Week 6 Feature Engineering and Model Evaluation/42 - Day 1 Introduction to Feature Engineering.mp4

162 MB

6 - Week 6 Feature Engineering and Model Evaluation/43 - Day 2 Data Scaling and Normalization.mp4

181 MB

6 - Week 6 Feature Engineering and Model Evaluation/44 - Day 3 Encoding Categorical Variables.mp4

82 MB

6 - Week 6 Feature Engineering and Model Evaluation/45 - Day 4 Feature Selection Techniques.mp4

209 MB

6 - Week 6 Feature Engineering and Model Evaluation/46 - Day 5 Creating and Transforming Features.mp4

194 MB

6 - Week 6 Feature Engineering and Model Evaluation/47 - Day 6 Model Evaluation Techniques.mp4

86 MB

6 - Week 6 Feature Engineering and Model Evaluation/48 - Day 7 CrossValidation and Hyperparameter Tuning.mp4

258 MB

6 - Week 6 Feature Engineering and Model Evaluation/[CourseClub.Me].url

122 B

6 - Week 6 Feature Engineering and Model Evaluation/[FreeCourseSite.com].url

127 B

7 - Week 7 Advanced Machine Learning Algorithms/0. Websites you may like/[CourseClub.Me].url

122 B

7 - Week 7 Advanced Machine Learning Algorithms/0. Websites you may like/[FreeCourseSite.com].url

127 B

7 - Week 7 Advanced Machine Learning Algorithms/49 - Introduction to Week 7 Advanced Machine Learning Algorithms.mp4

1.6 MB

7 - Week 7 Advanced Machine Learning Algorithms/50 - Day 1 Introduction to Ensemble Learning.mp4

85 MB

7 - Week 7 Advanced Machine Learning Algorithms/51 - Day 2 Bagging and Random Forests.mp4

171 MB

7 - Week 7 Advanced Machine Learning Algorithms/52 - Day 3 Boosting and Gradient Boosting.mp4

175 MB

7 - Week 7 Advanced Machine Learning Algorithms/53 - Day 4 Introduction to XGBoost.mp4

238 MB

7 - Week 7 Advanced Machine Learning Algorithms/54 - Day 5 LightGBM and CatBoost.mp4

259 MB

7 - Week 7 Advanced Machine Learning Algorithms/55 - Day 6 Handling Imbalanced Data.mp4

157 MB

7 - Week 7 Advanced Machine Learning Algorithms/56 - Day 7 Ensemble Learning Project Comparing Models on a Real Dataset.mp4

233 MB

7 - Week 7 Advanced Machine Learning Algorithms/[CourseClub.Me].url

122 B

7 - Week 7 Advanced Machine Learning Algorithms/[FreeCourseSite.com].url

127 B

8 - Week 8 Model Tuning and Optimization/0. Websites you may like/[CourseClub.Me].url

122 B

8 - Week 8 Model Tuning and Optimization/0. Websites you may like/[FreeCourseSite.com].url

127 B

8 - Week 8 Model Tuning and Optimization/57 - Introduction to Week 8 Model Tuning and Optimization.mp4

2.4 MB

8 - Week 8 Model Tuning and Optimization/58 - Day 1 Introduction to Hyperparameter Tuning.mp4

153 MB

8 - Week 8 Model Tuning and Optimization/59 - Day 2 Grid Search and Random Search.mp4

154 MB

8 - Week 8 Model Tuning and Optimization/60 - Day 3 Advanced Hyperparameter Tuning with Bayesian Optimization.mp4

388 MB

8 - Week 8 Model Tuning and Optimization/61 - Day 4 Regularization Techniques for Model Optimization.mp4

192 MB

8 - Week 8 Model Tuning and Optimization/62 - Day 5 CrossValidation and Model Evaluation Techniques.mp4

140 MB

8 - Week 8 Model Tuning and Optimization/63 - Day 6 Automated Hyperparameter Tuning with GridSearchCV and RandomizedSearchCV.mp4

275 MB

8 - Week 8 Model Tuning and Optimization/64 - Day 7 Optimization Project Building and Tuning a Final Model.mp4

234 MB

8 - Week 8 Model Tuning and Optimization/[CourseClub.Me].url

122 B

8 - Week 8 Model Tuning and Optimization/[FreeCourseSite.com].url

127 B

9 - Week 9 Neural Networks and Deep Learning Fundamentals/0. Websites you may like/[CourseClub.Me].url

122 B

9 - Week 9 Neural Networks and Deep Learning Fundamentals/0. Websites you may like/[FreeCourseSite.com].url

127 B

9 - Week 9 Neural Networks and Deep Learning Fundamentals/65 - Introduction to Week 9 Neural Networks and Deep Learning Fundamentals.mp4

2.1 MB

9 - Week 9 Neural Networks and Deep Learning Fundamentals/66 - Day 1 Introduction to Deep Learning and Neural Networks.mp4

169 MB

9 - Week 9 Neural Networks and Deep Learning Fundamentals/67 - Day 2 Forward Propagation and Activation Functions.mp4

172 MB

9 - Week 9 Neural Networks and Deep Learning Fundamentals/68 - Day 3 Loss Functions and Backpropagation.mp4

89 MB

9 - Week 9 Neural Networks and Deep Learning Fundamentals/69 - Day 4 Gradient Descent and Optimization Techniques.mp4

290 MB

9 - Week 9 Neural Networks and Deep Learning Fundamentals/70 - Day 5 Building Neural Networks with TensorFlow and Keras.mp4

233 MB

9 - Week 9 Neural Networks and Deep Learning Fundamentals/71 - Day 6 Building Neural Networks with PyTorch.mp4

391 MB

9 - Week 9 Neural Networks and Deep Learning Fundamentals/72 - Day 7 Neural Network Project Image Classification on CIFAR10.mp4

318 MB

9 - Week 9 Neural Networks and Deep Learning Fundamentals/[CourseClub.Me].url

122 B

9 - Week 9 Neural Networks and Deep Learning Fundamentals/[FreeCourseSite.com].url

127 B

[CourseClub.Me].url

122 B

[FreeCourseSite.com].url

127 B