FreeCourseSite com Udemy Data Science Mastery Complete Data Science Bootcamp 2025

FreeCourseSite com Udemy Data Science Mastery Complete Data Science Bootcamp 2025

Name	[FreeCourseSite.com] Udemy - Data Science Mastery Complete Data Science Bootcamp 2025	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	25.4 GB
Total Files	563
Last Seen	2025-04-15 00:04
Hash	1479A8179BC8F15107DE06992550EE4AD5E25090

/0. Websites you may like/
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
/.../0. Websites you may like/
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
/1 - Data Science Modules Introduction and Brief Overview/
1 - DataScience.pptx	420.6 KB
1 - What Will We Cover English.vtt	2.2 KB
1 - What Will We Cover.mp4	7.3 MB
10 - Module 9 Big Data Technologies Managing and Analyzing Massive Datasets English.vtt	6.9 KB
10 - Module 9 Big Data Technologies Managing and Analyzing Massive Datasets.mp4	23.3 MB
11 - Module 10 Data Ethics and Governance Responsible AI and Data Practices English.vtt	8.4 KB
11 - Module 10 Data Ethics and Governance Responsible AI and Data Practices.mp4	28.2 MB
12 - Module 11 Business Understanding and Domain Expertise English.vtt	7.9 KB
12 - Module 11 Business Understanding and Domain Expertise.mp4	27.1 MB
13 - Mod 12 Communication and Storytelling Turning Data into Impactful Narratives English.vtt	8.7 KB
13 - Mod 12 Communication and Storytelling Turning Data into Impactful Narratives.mp4	28.6 MB
14 - Whats Next Bootcamp Deep Dive English.vtt	1.0 KB
14 - Whats Next Bootcamp Deep Dive.mp4	2.6 MB
2 - DataScience.pptx	420.6 KB
2 - Module 1 Data Collection The Foundation of Data Science English.vtt	8.1 KB
2 - Module 1 Data Collection The Foundation of Data Science.mp4	25.3 MB
3 - Mod 2 Data Cleaning and Preprocessing Turning Raw Data into Usable Insights English.vtt	5.9 KB
3 - Mod 2 Data Cleaning and Preprocessing Turning Raw Data into Usable Insights.mp4	19.1 MB
4 - Module 3 Data Exploration and Analysis EDA English.vtt	5.8 KB
4 - Module 3 Data Exploration and Analysis EDA.mp4	18.9 MB
5 - Module 4 Feature Engineering Transforming Data into Insights English.vtt	5.9 KB
5 - Module 4 Feature Engineering Transforming Data into Insights.mp4	19.2 MB
6 - Module 5 Data Visualization Communicating Insights Effectively English.vtt	6.3 KB
6 - Module 5 Data Visualization Communicating Insights Effectively.mp4	19.5 MB
7 - Module 6 Machine Learning and Modeling Building Intelligent Systems English.vtt	7.9 KB
7 - Module 6 Machine Learning and Modeling Building Intelligent Systems.mp4	25.5 MB
8 - Module 7 Model Evaluation and Validation Ensuring Reliable Predictions English.vtt	7.2 KB
8 - Module 7 Model Evaluation and Validation Ensuring Reliable Predictions.mp4	24.6 MB
9 - Module 8 Model Deployment Bringing Machine Learning Models to Life English.vtt	6.1 KB
9 - Module 8 Model Deployment Bringing Machine Learning Models to Life.mp4	19.8 MB
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
/.../0. Websites you may like/
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
/10 - Week 9 Neural Networks and Deep Learning Fundamentals/
79 - Introduction to Week 9 Neural Networks and Deep Learning Fundamentals English.vtt	0.9 KB
79 - Introduction to Week 9 Neural Networks and Deep Learning Fundamentals.mp4	2.2 MB
80 - Day 1 Introduction to Deep Learning and Neural Networks English.vtt	17.8 KB
80 - Day 1 Introduction to Deep Learning and Neural Networks.mp4	177.0 MB
81 - Day 2 Forward Propagation and Activation Functions English.vtt	15.1 KB
81 - Day 2 Forward Propagation and Activation Functions.mp4	180.7 MB
82 - Day 3 Loss Functions and Backpropagation English.vtt	14.8 KB
82 - Day 3 Loss Functions and Backpropagation.mp4	93.4 MB
83 - Day 4 Gradient Descent and Optimization Techniques English.vtt	21.4 KB
83 - Day 4 Gradient Descent and Optimization Techniques.mp4	303.5 MB
84 - Day 5 Building Neural Networks with TensorFlow and Keras English.vtt	21.1 KB
84 - Day 5 Building Neural Networks with TensorFlow and Keras.mp4	244.1 MB
85 - Day 6 Building Neural Networks with PyTorch English.vtt	28.1 KB
85 - Day 6 Building Neural Networks with PyTorch.mp4	409.5 MB
86 - Day 7 Neural Network Project Image Classification on CIFAR10 English.vtt	22.1 KB
86 - Day 7 Neural Network Project Image Classification on CIFAR10.mp4	130.8 MB
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
/.../0. Websites you may like/
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
/11 - Week 10 Convolutional Neural Networks CNNs/
87 - Introduction to Week 10 Convolutional Neural Networks CNNs English.vtt	1.0 KB
87 - Introduction to Week 10 Convolutional Neural Networks CNNs.mp4	2.3 MB
88 - Day 1 Introduction to Convolutional Neural Networks English.vtt	28.5 KB
88 - Day 1 Introduction to Convolutional Neural Networks.mp4	345.3 MB
89 - Day 2 Convolutional Layers and Filters English.vtt	25.5 KB
89 - Day 2 Convolutional Layers and Filters.mp4	99.4 MB
90 - Day 3 Pooling Layers and Dimensionality Reduction English.vtt	24.7 KB
90 - Day 3 Pooling Layers and Dimensionality Reduction.mp4	165.1 MB
91 - Day 4 Building CNN Architectures with Keras and TensorFlow English.vtt	17.0 KB
91 - Day 4 Building CNN Architectures with Keras and TensorFlow.mp4	228.6 MB
92 - Day 5 Building CNN Architectures with PyTorch English.vtt	23.2 KB
92 - Day 5 Building CNN Architectures with PyTorch.mp4	243.2 MB
93 - Day 6 Regularization and Data Augmentation for CNNs English.vtt	18.3 KB
93 - Day 6 Regularization and Data Augmentation for CNNs.mp4	211.1 MB
94 - Day 7 CNN Project Image Classification on Fashion MNIST or CIFAR10 English.vtt	26.3 KB
94 - Day 7 CNN Project Image Classification on Fashion MNIST or CIFAR10.mp4	430.2 MB
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
/.../0. Websites you may like/
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
/12 - Week 11 Recurrent Neural Networks RNNs and Sequence Modeling/
100 - Day 5 Text Preprocessing and Word Embeddings for RNNs English.vtt	24.3 KB
100 - Day 5 Text Preprocessing and Word Embeddings for RNNs.mp4	241.3 MB
101 - Day 6 SequencetoSequence Models and Applications English.vtt	45.9 KB
101 - Day 6 SequencetoSequence Models and Applications.mp4	678.3 MB
102 - Day 7 RNN Project Text Generation or Sentiment Analysis English.vtt	20.2 KB
102 - Day 7 RNN Project Text Generation or Sentiment Analysis.mp4	182.1 MB
95 - Introduction to Week 11 Recurrent Neural Networks RNNs and Sequence Modeling English.vtt	0.9 KB
95 - Introduction to Week 11 Recurrent Neural Networks RNNs and Sequence Modeling.mp4	2.4 MB
96 - Day 1 Introduction to Sequence Modeling and RNNs English.vtt	35.1 KB
96 - Day 1 Introduction to Sequence Modeling and RNNs.mp4	395.6 MB
97 - Day 2 Understanding RNN Architecture and Backpropagation Through Time BPTT English.vtt	24.1 KB
97 - Day 2 Understanding RNN Architecture and Backpropagation Through Time BPTT.mp4	313.3 MB
98 - Day 3 Long ShortTerm Memory LSTM Networks English.vtt	14.5 KB
98 - Day 3 Long ShortTerm Memory LSTM Networks.mp4	131.0 MB
99 - Day 4 Gated Recurrent Units GRUs English.vtt	7.9 KB
99 - Day 4 Gated Recurrent Units GRUs.mp4	60.5 MB
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
/.../0. Websites you may like/
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
/13 - Week 12 Transformers and Attention Mechanisms/
103 - Introduction to Week 12 Transformers and Attention Mechanisms English.vtt	1.0 KB
103 - Introduction to Week 12 Transformers and Attention Mechanisms.mp4	2.3 MB
104 - Day 1 Introduction to Attention Mechanisms English.vtt	15.7 KB
104 - Day 1 Introduction to Attention Mechanisms.mp4	87.4 MB
105 - Day 2 Introduction to Transformers Architecture English.vtt	20.9 KB
105 - Day 2 Introduction to Transformers Architecture.mp4	224.1 MB
106 - Day 3 SelfAttention and MultiHead Attention in Transformers English.vtt	20.9 KB
106 - Day 3 SelfAttention and MultiHead Attention in Transformers.mp4	284.1 MB
107 - Day 4 Positional Encoding and FeedForward Networks English.vtt	21.8 KB
107 - Day 4 Positional Encoding and FeedForward Networks.mp4	195.8 MB
108 - Day 5 HandsOn with PreTrained Transformers BERT and GPT English.vtt	22.7 KB
108 - Day 5 HandsOn with PreTrained Transformers BERT and GPT.mp4	276.4 MB
109 - Day 6 Advanced Transformers BERT Variants and GPT3 English.vtt	24.5 KB
109 - Day 6 Advanced Transformers BERT Variants and GPT3.mp4	282.3 MB
110 - Day 7 Transformer Project Text Summarization or Translation English.vtt	21.0 KB
110 - Day 7 Transformer Project Text Summarization or Translation.mp4	258.5 MB
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
/.../0. Websites you may like/
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
/14 - Week 13 Transfer Learning and FineTuning/
111 - Introduction to Week 13 Transfer Learning and FineTuning English.vtt	0.9 KB
111 - Introduction to Week 13 Transfer Learning and FineTuning.mp4	1.9 MB
112 - Day 1 Introduction to Transfer Learning English.vtt	18.3 KB
112 - Day 1 Introduction to Transfer Learning.mp4	195.5 MB
113 - Day 2 Transfer Learning in Computer Vision English.vtt	27.5 KB
113 - Day 2 Transfer Learning in Computer Vision.mp4	278.7 MB
114 - Day 3 FineTuning Techniques in Computer Vision English.vtt	23.1 KB
114 - Day 3 FineTuning Techniques in Computer Vision.mp4	227.4 MB
115 - Day 4 Transfer Learning in NLP English.vtt	19.8 KB
115 - Day 4 Transfer Learning in NLP.mp4	240.7 MB
116 - Day 5 FineTuning Techniques in NLP English.vtt	29.7 KB
116 - Day 5 FineTuning Techniques in NLP.mp4	175.8 MB
117 - Day 6 Domain Adaptation and Transfer Learning Challenges English.vtt	17.1 KB
117 - Day 6 Domain Adaptation and Transfer Learning Challenges.mp4	151.3 MB
118 - Day 7 Transfer Learning Project FineTuning for a Custom Task English.vtt	20.4 KB
118 - Day 7 Transfer Learning Project FineTuning for a Custom Task.mp4	257.5 MB
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
/.../0. Websites you may like/
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
/15 - Machine Learning Algorithms and Implementations/
119 - Introduction to Machine Learning Algorithms English.vtt	4.5 KB
119 - Introduction to Machine Learning Algorithms.mp4	7.3 MB
120 - 1 Linear Regression Implementation in Python English.vtt	7.4 KB
120 - 1 Linear Regression Implementation in Python.mp4	28.2 MB
121 - 2 Ridge and Lasso Regression Implementation in Python English.vtt	9.1 KB
121 - 2 Ridge and Lasso Regression Implementation in Python.mp4	76.9 MB
122 - 3 Polynomial Regression Implementation in Python English.vtt	8.4 KB
122 - 3 Polynomial Regression Implementation in Python.mp4	55.4 MB
123 - 4 Logistic Regression Implementation in Python English.vtt	7.6 KB
123 - 4 Logistic Regression Implementation in Python.mp4	52.7 MB
124 - 5 KNearest Neighbors KNN Implementation in Python English.vtt	7.2 KB
124 - 5 KNearest Neighbors KNN Implementation in Python.mp4	58.5 MB
125 - 6 Support Vector Machines SVM Implementation in Python English.vtt	7.8 KB
125 - 6 Support Vector Machines SVM Implementation in Python.mp4	30.8 MB
126 - 7 Decision Trees Implementation in Python English.vtt	7.8 KB
126 - 7 Decision Trees Implementation in Python.mp4	48.9 MB
127 - 8 Random Forests Implementation in Python English.vtt	7.4 KB
127 - 8 Random Forests Implementation in Python.mp4	60.3 MB
128 - 9 Gradient Boosting Implementation in Python English.vtt	7.9 KB
128 - 9 Gradient Boosting Implementation in Python.mp4	57.1 MB
129 - 10 Naive Bayes Implementation in Python English.vtt	7.4 KB
129 - 10 Naive Bayes Implementation in Python.mp4	22.3 MB
130 - 11 KMeans Clustering Implementation in Python English.vtt	5.0 KB
130 - 11 KMeans Clustering Implementation in Python.mp4	14.5 MB
131 - 12 Hierarchical Clustering Implementation in Python English.vtt	6.6 KB
131 - 12 Hierarchical Clustering Implementation in Python.mp4	36.0 MB
132 - 13 DBSCAN DensityBased Spatial Clustering of Applications w Noise English.vtt	6.0 KB
132 - 13 DBSCAN DensityBased Spatial Clustering of Applications w Noise.mp4	16.7 MB
133 - 14 Gaussian Mixture ModelsGMM Implementation in Python English.vtt	6.1 KB
133 - 14 Gaussian Mixture ModelsGMM Implementation in Python.mp4	17.9 MB
134 - 15 Principal Component Analysis PCA Implementation in Python English.vtt	5.3 KB
134 - 15 Principal Component Analysis PCA Implementation in Python.mp4	17.6 MB
135 - 16 tDistributed Stochastic Neighbor Embedding tSNE Implementation in Python English.vtt	6.2 KB
135 - 16 tDistributed Stochastic Neighbor Embedding tSNE Implementation in Python.mp4	38.8 MB
136 - 17 Autoencoders Implementation in Python English.vtt	9.8 KB
136 - 17 Autoencoders Implementation in Python.mp4	79.0 MB
137 - 18 SelfTraining Implementation in Python English.vtt	8.0 KB
137 - 18 SelfTraining Implementation in Python.mp4	42.9 MB
138 - 19 QLearning Implementation in Python English.vtt	10.8 KB
138 - 19 QLearning Implementation in Python.mp4	53.7 MB
139 - 20 Deep QNetworks DQN Implementation in Python English.vtt	17.6 KB
139 - 20 Deep QNetworks DQN Implementation in Python.mp4	130.6 MB
140 - 21 Policy Gradient Methods Implementation in Python English.vtt	13.0 KB
140 - 21 Policy Gradient Methods Implementation in Python.mp4	107.6 MB
141 - 22 OneClass SVM Implementation in Python English.vtt	5.8 KB
141 - 22 OneClass SVM Implementation in Python.mp4	18.6 MB
142 - 23 Isolation Forest Implementation in Python English.vtt	6.3 KB
142 - 23 Isolation Forest Implementation in Python.mp4	20.5 MB
143 - 24 Convolutional Neural Networks CNNs Implementation in Python English.vtt	10.0 KB
143 - 24 Convolutional Neural Networks CNNs Implementation in Python.mp4	56.1 MB
144 - 25 Recurrent Neural Networks RNNs Implementation in Python English.vtt	9.6 KB
144 - 25 Recurrent Neural Networks RNNs Implementation in Python.mp4	43.1 MB
145 - 26 Long ShortTerm Memory LSTM Implementation in Python English.vtt	9.2 KB
145 - 26 Long ShortTerm Memory LSTM Implementation in Python.mp4	47.5 MB
146 - 27 Transformers Implementation in Python English.vtt	13.3 KB
146 - 27 Transformers Implementation in Python.mp4	129.4 MB
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
/.../0. Websites you may like/
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
/16 - Complete TensorFlow Tutorials/
147 - 1 What is Machine Learning in the context of TensorFlow English.vtt	14.5 KB
147 - 1 What is Machine Learning in the context of TensorFlow.mp4	25.8 MB
148 - 2 Introduction to TensorFlow English.vtt	9.9 KB
148 - 2 Introduction to TensorFlow.mp4	26.7 MB
149 - 3 TensorFlow vs Other Machine Learning frameworks English.vtt	18.6 KB
149 - 3 TensorFlow vs Other Machine Learning frameworks.mp4	39.6 MB
150 - 4 Installing TensorFlow English.vtt	15.9 KB
150 - 4 Installing TensorFlow.mp4	35.3 MB
151 - 5 Setting up your Development Environment English.vtt	13.2 KB
151 - 5 Setting up your Development Environment.mp4	22.9 MB
152 - 6 Verifying the Installation English.vtt	18.4 KB
152 - 6 Verifying the Installation.mp4	29.9 MB
153 - 7 Introduction to Tensors English.vtt	2.9 KB
153 - 7 Introduction to Tensors.mp4	4.9 MB
154 - 8 Tensor Operations English.vtt	5.4 KB
154 - 8 Tensor Operations.mp4	8.9 MB
155 - 9 Constants Variables and Placeholders English.vtt	5.0 KB
155 - 9 Constants Variables and Placeholders.mp4	9.7 MB
156 - 10 TensorFlow Computational Graph English.vtt	5.7 KB
156 - 10 TensorFlow Computational Graph.mp4	10.2 MB
157 - 11 Creating and Running a TensorFlow Session English.vtt	4.1 KB
157 - 11 Creating and Running a TensorFlow Session.mp4	6.2 MB
158 - 12 Managing Graphs and Sessions English.vtt	6.0 KB
158 - 12 Managing Graphs and Sessions.mp4	10.4 MB
159 - 13 Building a Simple Feedforward Neural Network English.vtt	7.3 KB
159 - 13 Building a Simple Feedforward Neural Network.mp4	23.0 MB
160 - 14 Activation Functions English.vtt	5.3 KB
160 - 14 Activation Functions.mp4	9.9 MB
161 - 15 Loss Functions and Optimizers English.vtt	7.5 KB
161 - 15 Loss Functions and Optimizers.mp4	15.3 MB
162 - 16 Introduction to Keras API English.vtt	6.7 KB
162 - 16 Introduction to Keras API.mp4	12.9 MB
163 - 17 Building Complex Models with Keras English.vtt	6.0 KB
163 - 17 Building Complex Models with Keras.mp4	11.5 MB
164 - 18 Training and Evaluating Models English.vtt	6.9 KB
164 - 18 Training and Evaluating Models.mp4	13.0 MB
165 - 19 Introduction to CNNs English.vtt	6.2 KB
165 - 19 Introduction to CNNs.mp4	10.5 MB
166 - 20 Building and Training CNNs with TensorFlow English.vtt	4.6 KB
166 - 20 Building and Training CNNs with TensorFlow.mp4	16.6 MB
167 - 21 Transfer Learning with Pretrained CNNs English.vtt	7.3 KB
167 - 21 Transfer Learning with Pretrained CNNs.mp4	11.7 MB
168 - 22 Introduction to RNNs English.vtt	6.3 KB
168 - 22 Introduction to RNNs.mp4	11.2 MB
169 - 23 Building and Training RNNs with TensorFlow English.vtt	4.7 KB
169 - 23 Building and Training RNNs with TensorFlow.mp4	8.2 MB
170 - 24 Applications of RNNs Language Modeling Time Series Prediction English.vtt	4.9 KB
170 - 24 Applications of RNNs Language Modeling Time Series Prediction.mp4	7.7 MB
171 - 25 Saving and Loading Models English.vtt	5.9 KB
171 - 25 Saving and Loading Models.mp4	10.2 MB
172 - 26 TensorFlow Serving for Model Deployment English.vtt	5.5 KB
172 - 26 TensorFlow Serving for Model Deployment.mp4	11.1 MB
173 - 27 TensorFlow Lite for Mobile and Embedded Devices English.vtt	6.9 KB
173 - 27 TensorFlow Lite for Mobile and Embedded Devices.mp4	13.0 MB
174 - 28 Introduction to Distributed Computing with TensorFlow English.vtt	6.8 KB
174 - 28 Introduction to Distributed Computing with TensorFlow.mp4	13.5 MB
175 - 29 TensorFlows Distributed Execution Framework English.vtt	6.9 KB
175 - 29 TensorFlows Distributed Execution Framework.mp4	14.4 MB
176 - 30 Scaling TensorFlow with TensorFlow Serving and Kubernetes English.vtt	7.0 KB
176 - 30 Scaling TensorFlow with TensorFlow Serving and Kubernetes.mp4	14.2 MB
177 - 31 Introduction to TFX English.vtt	7.1 KB
177 - 31 Introduction to TFX.mp4	12.2 MB
178 - 32 Building EndtoEnd ML Pipelines with TFX English.vtt	5.0 KB
178 - 32 Building EndtoEnd ML Pipelines with TFX.mp4	9.5 MB
179 - 33 Model Validation Transform and Serving with TFX English.vtt	6.7 KB
179 - 33 Model Validation Transform and Serving with TFX.mp4	14.1 MB
180 - 34 Image Classification English.vtt	7.4 KB
180 - 34 Image Classification.mp4	14.4 MB
181 - 35 Natural Language Processing English.vtt	6.4 KB
181 - 35 Natural Language Processing.mp4	14.3 MB
182 - 36 Recommender Systems English.vtt	7.0 KB
182 - 36 Recommender Systems.mp4	16.3 MB
183 - 37 Object Detection English.vtt	6.0 KB
183 - 37 Object Detection.mp4	13.1 MB
184 - 38 Building a Sentiment Analysis Model English.vtt	8.1 KB
184 - 38 Building a Sentiment Analysis Model.mp4	25.1 MB
185 - 39 Creating an Image Recognition System English.vtt	6.7 KB
185 - 39 Creating an Image Recognition System.mp4	16.0 MB
186 - 40 Developing a Time Series Prediction Model English.vtt	5.5 KB
186 - 40 Developing a Time Series Prediction Model.mp4	11.5 MB
187 - 41 Implementing a Chatbot English.vtt	7.5 KB
187 - 41 Implementing a Chatbot.mp4	19.8 MB
188 - 42 Generative Adversarial Networks GANs English.vtt	6.6 KB
188 - 42 Generative Adversarial Networks GANs.mp4	10.4 MB
189 - 43 Reinforcement Learning with TensorFlow English.vtt	7.2 KB
189 - 43 Reinforcement Learning with TensorFlow.mp4	10.7 MB
190 - 44 Quantum Machine Learning with TensorFlow Quantum English.vtt	6.7 KB
190 - 44 Quantum Machine Learning with TensorFlow Quantum.mp4	12.5 MB
191 - 45 TensorFlow Documentation and Tutorials English.vtt	6.1 KB
191 - 45 TensorFlow Documentation and Tutorials.mp4	9.3 MB
192 - 46 Online Courses and Books English.vtt	3.9 KB
192 - 46 Online Courses and Books.mp4	7.2 MB
193 - 47 TensorFlow Community and Forums English.vtt	5.2 KB
193 - 47 TensorFlow Community and Forums.mp4	10.7 MB
194 - 48 Summary of Key Concepts English.vtt	6.1 KB
194 - 48 Summary of Key Concepts.mp4	10.2 MB
195 - 49 Next Steps in Your TensorFlow Journey English.vtt	5.6 KB
195 - 49 Next Steps in Your TensorFlow Journey.mp4	8.7 MB
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
/.../0. Websites you may like/
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
/17 - Complete PyTorch Tutorials/
196 - 0 What will we cover English.vtt	1.8 KB
196 - 0 What will we cover.mp4	7.7 MB
197 - 1 Introduction to PyTorch English.vtt	10.7 KB
197 - 1 Introduction to PyTorch.mp4	107.5 MB
198 - 2 Getting Started with PyTorch English.vtt	10.1 KB
198 - 2 Getting Started with PyTorch.mp4	67.1 MB
199 - 3 Working with Tensors English.vtt	12.5 KB
199 - 3 Working with Tensors.mp4	115.4 MB
200 - 4 Autograd and Dynamic Computation Graphs English.vtt	8.8 KB
200 - 4 Autograd and Dynamic Computation Graphs.mp4	59.5 MB
201 - 5 Building Simple Neural Networks English.vtt	11.5 KB
201 - 5 Building Simple Neural Networks.mp4	115.6 MB
202 - 6 Loading and Preprocessing Data English.vtt	11.6 KB
202 - 6 Loading and Preprocessing Data.mp4	80.2 MB
203 - 7 Model Evaluation and Validation English.vtt	13.1 KB
203 - 7 Model Evaluation and Validation.mp4	106.9 MB
204 - 8 Advanced Neural Network Architectures English.vtt	12.5 KB
204 - 8 Advanced Neural Network Architectures.mp4	144.8 MB
205 - 9 Transfer Learning and FineTuning English.vtt	9.3 KB
205 - 9 Transfer Learning and FineTuning.mp4	41.9 MB
206 - 10 Handling Complex Data English.vtt	9.9 KB
206 - 10 Handling Complex Data.mp4	43.4 MB
207 - 11 Model Deployment and Production English.vtt	10.4 KB
207 - 11 Model Deployment and Production.mp4	44.4 MB
208 - 12 Debugging and Troubleshooting English.vtt	12.2 KB
208 - 12 Debugging and Troubleshooting.mp4	118.2 MB
209 - 13 Distributed Training and Performance Optimization English.vtt	11.8 KB
209 - 13 Distributed Training and Performance Optimization.mp4	95.4 MB
210 - 14 Custom Layers and Loss Functions English.vtt	11.6 KB
210 - 14 Custom Layers and Loss Functions.mp4	48.1 MB
211 - 15 Researchoriented Techniques English.vtt	12.0 KB
211 - 15 Researchoriented Techniques.mp4	98.0 MB
212 - 16 Integration with Other Libraries English.vtt	10.0 KB
212 - 16 Integration with Other Libraries.mp4	102.7 MB
213 - 17 Contributing to PyTorch and Community Engagement English.vtt	10.0 KB
213 - 17 Contributing to PyTorch and Community Engagement.mp4	50.4 MB
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
/.../0. Websites you may like/
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
/18 - Handson Projects on Data Science in Python/
214 - 1 Basic Calculator using Python English.vtt	14.0 KB
214 - 1 Basic Calculator using Python.mp4	101.9 MB
215 - 2 Image Classifier using Keras and TensorFlow English.vtt	20.0 KB
215 - 2 Image Classifier using Keras and TensorFlow.mp4	239.1 MB
216 - 3 Simple Chatbot using predefined responses English.vtt	8.0 KB
216 - 3 Simple Chatbot using predefined responses.mp4	65.2 MB
217 - 4 Spam Email Detector using Scikitlearn English.vtt	16.4 KB
217 - 4 Spam Email Detector using Scikitlearn.mp4	55.0 MB
218 - 5 Handwritten Digit Recognition with MNIST dataset English.vtt	12.8 KB
218 - 5 Handwritten Digit Recognition with MNIST dataset.mp4	129.5 MB
219 - 6 Sentiment Analysis on text data using NLTK English.vtt	18.8 KB
219 - 6 Sentiment Analysis on text data using NLTK.mp4	104.6 MB
220 - 7 Movie Recommendation System using cosine similarity.mp4	52.5 MB
221 - 8 Predict House Prices with Linear Regression English.vtt	16.1 KB
221 - 8 Predict House Prices with Linear Regression.mp4	76.9 MB
222 - 9 Weather Forecasting using historical data English.vtt	12.6 KB
222 - 9 Weather Forecasting using historical data.mp4	58.3 MB
223 - 10 Basic Neural Network from scratch English.vtt	21.6 KB
223 - 10 Basic Neural Network from scratch.mp4	213.3 MB
224 - 11 Stock Price Prediction using historical data w simple Linear Regression English.vtt	12.9 KB
224 - 11 Stock Price Prediction using historical data w simple Linear Regression.mp4	108.3 MB
225 - 12 Predict Diabetes using logistic regression English.vtt	11.2 KB
225 - 12 Predict Diabetes using logistic regression.mp4	139.9 MB
226 - 13 Dog vs Cat Classifier with CNN English.vtt	19.0 KB
226 - 13 Dog vs Cat Classifier with CNN.mp4	187.8 MB
227 - 14 TicTacToe AI using Minimax Algorithm English.vtt	12.7 KB
227 - 14 TicTacToe AI using Minimax Algorithm.mp4	43.7 MB
228 - 15 Credit Card Fraud Detection using Scikitlearn English.vtt	9.9 KB
228 - 15 Credit Card Fraud Detection using Scikitlearn.mp4	80.7 MB
229 - 16 Iris Flower Classification using decision trees English.vtt	8.7 KB
229 - 16 Iris Flower Classification using decision trees.mp4	56.9 MB
230 - 17 Simple Personal Assistant using Python speech libraries English.vtt	13.9 KB
230 - 17 Simple Personal Assistant using Python speech libraries.mp4	118.3 MB
231 - 18 Text Summarizer using Gensim English.vtt	9.2 KB
231 - 18 Text Summarizer using Gensim.mp4	82.7 MB
232 - 19 Fake Product Review Detection using NLP techniques English.vtt	8.8 KB
232 - 19 Fake Product Review Detection using NLP techniques.mp4	72.2 MB
233 - 20 Detect Emotion in Text using Natural Language Toolkit NLTK English.vtt	8.0 KB
233 - 20 Detect Emotion in Text using Natural Language Toolkit NLTK.mp4	52.6 MB
234 - 21 Book Recommendation System using collaborative filtering English.vtt	9.2 KB
234 - 21 Book Recommendation System using collaborative filtering.mp4	81.4 MB
235 - 22 Predict Car Prices using Random Forest English.vtt	9.4 KB
235 - 22 Predict Car Prices using Random Forest.mp4	37.7 MB
236 - 23 Identify Fake News using Naive Bayes English.vtt	10.4 KB
236 - 23 Identify Fake News using Naive Bayes.mp4	89.8 MB
237 - 24 Create a Resume Scanner using keyword extraction English.vtt	9.6 KB
237 - 24 Create a Resume Scanner using keyword extraction.mp4	78.8 MB
238 - 25 Customer Churn Prediction using classification algorithms English.vtt	10.0 KB
238 - 25 Customer Churn Prediction using classification algorithms.mp4	82.8 MB
239 - 26 Named Entity Recognition NER using spaCy English.vtt	10.4 KB
239 - 26 Named Entity Recognition NER using spaCy.mp4	82.4 MB
240 - 27 Predict Employee Attrition using XGBoost English.vtt	11.2 KB
240 - 27 Predict Employee Attrition using XGBoost.mp4	84.2 MB
241 - 28 Disease Prediction eg Heart Disease using ML algorithms English.vtt	18.2 KB
241 - 28 Disease Prediction eg Heart Disease using ML algorithms.mp4	102.3 MB
242 - 29 Movie Rating Prediction using Collaborative Filtering English.vtt	13.1 KB
242 - 29 Movie Rating Prediction using Collaborative Filtering.mp4	74.1 MB
243 - 30 Automatic Essay Grading using BERT English.vtt	23.2 KB
243 - 30 Automatic Essay Grading using BERT.mp4	196.4 MB
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
/.../0. Websites you may like/
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
/2 - Week 1 Python Programming Basics/
15 - Introduction to Week 1 Python Programming Basics English.vtt	0.8 KB
15 - Introduction to Week 1 Python Programming Basics.mp4	1.5 MB
16 - Day 1 Introduction to Python and Development Setup English.vtt	24.8 KB
16 - Day 1 Introduction to Python and Development Setup.mp4	202.7 MB
17 - Day 2 Control Flow in Python English.vtt	39.2 KB
17 - Day 2 Control Flow in Python.mp4	153.4 MB
18 - Day 3 Functions and Modules English.vtt	26.6 KB
18 - Day 3 Functions and Modules.mp4	95.9 MB
19 - Day 4 Data Structures Lists Tuples Dictionaries Sets English.vtt	36.7 KB
19 - Day 4 Data Structures Lists Tuples Dictionaries Sets.mp4	137.8 MB
20 - Day 5 Working with Strings English.vtt	27.3 KB
20 - Day 5 Working with Strings.mp4	179.8 MB
21 - Day 6 File Handling English.vtt	27.3 KB
21 - Day 6 File Handling.mp4	119.0 MB
22 - Day 7 Pythonic Code and Project Work English.vtt	43.7 KB
22 - Day 7 Pythonic Code and Project Work.mp4	505.3 MB
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
/.../0. Websites you may like/
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
/3 - Week 2 Data Science Essentials/
23 - Introduction to Week 2 Data Science Essentials English.vtt	0.9 KB
23 - Introduction to Week 2 Data Science Essentials.mp4	1.8 MB
24 - Day 1 Introduction to NumPy for Numerical Computing English.vtt	24.8 KB
24 - Day 1 Introduction to NumPy for Numerical Computing.mp4	236.2 MB
25 - Day 2 Advanced NumPy Operations English.vtt	24.9 KB
25 - Day 2 Advanced NumPy Operations.mp4	100.3 MB
26 - Day 3 Introduction to Pandas for Data Manipulation English.vtt	22.9 KB
26 - Day 3 Introduction to Pandas for Data Manipulation.mp4	250.2 MB
27 - Day 4 Data Cleaning and Preparation with Pandas English.vtt	29.0 KB
27 - Day 4 Data Cleaning and Preparation with Pandas.mp4	87.0 MB
28 - Day 5 Data Aggregation and Grouping in Pandas English.vtt	16.0 KB
28 - Day 5 Data Aggregation and Grouping in Pandas.mp4	80.5 MB
29 - Day 6 Data Visualization with Matplotlib and Seaborn English.vtt	27.9 KB
29 - Day 6 Data Visualization with Matplotlib and Seaborn.mp4	331.8 MB
30 - Day 7 Exploratory Data Analysis EDA Project English.vtt	24.4 KB
30 - Day 7 Exploratory Data Analysis EDA Project.mp4	274.3 MB
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
/.../0. Websites you may like/
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
/4 - Week 3 Mathematics for Machine Learning/
31 - Introduction to Week 3 Mathematics for Machine Learning English.vtt	1.0 KB
31 - Introduction to Week 3 Mathematics for Machine Learning.mp4	1.9 MB
32 - Day 1 Linear Algebra Fundamentals English.vtt	23.9 KB
32 - Day 1 Linear Algebra Fundamentals.mp4	95.7 MB
33 - Day 2 Advanced Linear Algebra Concepts English.vtt	19.8 KB
33 - Day 2 Advanced Linear Algebra Concepts.mp4	104.6 MB
34 - Day 3 Calculus for Machine Learning Derivatives English.vtt	19.3 KB
34 - Day 3 Calculus for Machine Learning Derivatives.mp4	82.5 MB
35 - Day 4 Calculus for Machine Learning Integrals and Optimization English.vtt	16.4 KB
35 - Day 4 Calculus for Machine Learning Integrals and Optimization.mp4	70.5 MB
36 - Day 5 Probability Theory and Distributions English.vtt	24.5 KB
36 - Day 5 Probability Theory and Distributions.mp4	296.2 MB
37 - Day 6 Statistics Fundamentals English.vtt	19.5 KB
37 - Day 6 Statistics Fundamentals.mp4	91.0 MB
38 - Day 7 MathDriven Mini Project Linear Regression from Scratch English.vtt	14.3 KB
38 - Day 7 MathDriven Mini Project Linear Regression from Scratch.mp4	75.6 MB
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
/.../0. Websites you may like/
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
/5 - Week 4 Probability and Statistics for Machine Learning/
39 - Introduction to Week 4 Probability and Statistics for Machine Learning English.vtt	0.9 KB
39 - Introduction to Week 4 Probability and Statistics for Machine Learning.mp4	2.1 MB
40 - Day 1 Probability Theory and Random Variables English.vtt	17.7 KB
40 - Day 1 Probability Theory and Random Variables.mp4	96.0 MB
41 - Day 2 Probability Distributions in Machine Learning English.vtt	17.2 KB
41 - Day 2 Probability Distributions in Machine Learning.mp4	133.8 MB
42 - Day 3 Statistical Inference Estimation and Confidence Intervals English.vtt	15.6 KB
42 - Day 3 Statistical Inference Estimation and Confidence Intervals.mp4	73.4 MB
43 - Day 4 Hypothesis Testing and PValues English.vtt	11.2 KB
43 - Day 4 Hypothesis Testing and PValues.mp4	47.7 MB
44 - Day 5 Types of Hypothesis Tests English.vtt	18.9 KB
44 - Day 5 Types of Hypothesis Tests.mp4	103.7 MB
45 - Day 6 Correlation and Regression Analysis English.vtt	18.1 KB
45 - Day 6 Correlation and Regression Analysis.mp4	97.0 MB
46 - Day 7 Statistical Analysis Project Analyzing RealWorld Data English.vtt	26.7 KB
46 - Day 7 Statistical Analysis Project Analyzing RealWorld Data.mp4	350.9 MB
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
/.../0. Websites you may like/
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
/6 - Week 5 Introduction to Machine Learning/
47 - Introduction to Week 5 Introduction to Machine Learning English.vtt	1.0 KB
47 - Introduction to Week 5 Introduction to Machine Learning.mp4	2.1 MB
48 - Day 1 Machine Learning Basics and Terminology English.vtt	17.9 KB
48 - Day 1 Machine Learning Basics and Terminology.mp4	154.0 MB
49 - Day 2 Introduction to Supervised Learning and Regression Models English.vtt	16.7 KB
49 - Day 2 Introduction to Supervised Learning and Regression Models.mp4	66.0 MB
50 - Day 3 Advanced Regression Models Polynomial Regression and Regularization English.vtt	33.9 KB
50 - Day 3 Advanced Regression Models Polynomial Regression and Regularization.mp4	516.8 MB
51 - Day 4 Introduction to Classification and Logistic Regression English.vtt	25.5 KB
51 - Day 4 Introduction to Classification and Logistic Regression.mp4	268.1 MB
52 - Day 5 Model Evaluation and CrossValidation English.vtt	17.5 KB
52 - Day 5 Model Evaluation and CrossValidation.mp4	132.5 MB
53 - Day 6 kNearest Neighbors kNN Algorithm English.vtt	17.4 KB
53 - Day 6 kNearest Neighbors kNN Algorithm.mp4	106.9 MB
54 - Day 7 Supervised Learning Mini Project English.vtt	27.2 KB
54 - Day 7 Supervised Learning Mini Project.mp4	172.9 MB
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
/.../0. Websites you may like/
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
/7 - Week 6 Feature Engineering and Model Evaluation/
55 - Introduction to Week 6 Feature Engineering and Model Evaluation English.vtt	0.8 KB
55 - Introduction to Week 6 Feature Engineering and Model Evaluation.mp4	1.7 MB
56 - Day 1 Introduction to Feature Engineering English.vtt	17.1 KB
56 - Day 1 Introduction to Feature Engineering.mp4	170.1 MB
57 - Day 2 Data Scaling and Normalization English.vtt	16.6 KB
57 - Day 2 Data Scaling and Normalization.mp4	190.0 MB
58 - Day 3 Encoding Categorical Variables English.vtt	17.6 KB
58 - Day 3 Encoding Categorical Variables.mp4	154.0 MB
59 - Day 4 Feature Selection Techniques English.vtt	16.3 KB
59 - Day 4 Feature Selection Techniques.mp4	218.7 MB
60 - Day 5 Creating and Transforming Features English.vtt	18.0 KB
60 - Day 5 Creating and Transforming Features.mp4	230.8 MB
61 - Day 6 Model Evaluation Techniques English.vtt	16.1 KB
61 - Day 6 Model Evaluation Techniques.mp4	89.9 MB
62 - Day 7 CrossValidation and Hyperparameter Tuning English.vtt	21.9 KB
62 - Day 7 CrossValidation and Hyperparameter Tuning.mp4	270.1 MB
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
/.../0. Websites you may like/
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
/8 - Week 7 Advanced Machine Learning Algorithms/
63 - Introduction to Week 7 Advanced Machine Learning Algorithms English.vtt	0.8 KB
63 - Introduction to Week 7 Advanced Machine Learning Algorithms.mp4	1.7 MB
64 - Day 1 Introduction to Ensemble Learning English.vtt	16.2 KB
64 - Day 1 Introduction to Ensemble Learning.mp4	89.4 MB
65 - Day 2 Bagging and Random Forests English.vtt	15.7 KB
65 - Day 2 Bagging and Random Forests.mp4	178.7 MB
66 - Day 3 Boosting and Gradient Boosting English.vtt	16.8 KB
66 - Day 3 Boosting and Gradient Boosting.mp4	183.6 MB
67 - Day 4 Introduction to XGBoost English.vtt	19.8 KB
67 - Day 4 Introduction to XGBoost.mp4	249.8 MB
68 - Day 5 LightGBM and CatBoost English.vtt	20.6 KB
68 - Day 5 LightGBM and CatBoost.mp4	271.3 MB
69 - Day 6 Handling Imbalanced Data English.vtt	17.9 KB
69 - Day 6 Handling Imbalanced Data.mp4	165.0 MB
70 - Day 7 Ensemble Learning Project Comparing Models on a Real Dataset English.vtt	21.2 KB
70 - Day 7 Ensemble Learning Project Comparing Models on a Real Dataset.mp4	244.0 MB
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
/.../0. Websites you may like/
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
/9 - Week 8 Model Tuning and Optimization/
71 - Introduction to Week 8 Model Tuning and Optimization English.vtt	1.0 KB
71 - Introduction to Week 8 Model Tuning and Optimization.mp4	2.5 MB
72 - Day 1 Introduction to Hyperparameter Tuning English.vtt	14.7 KB
72 - Day 1 Introduction to Hyperparameter Tuning.mp4	160.2 MB
73 - Day 2 Grid Search and Random Search English.vtt	16.7 KB
73 - Day 2 Grid Search and Random Search.mp4	161.1 MB
74 - Day 3 Advanced Hyperparameter Tuning with Bayesian Optimization English.vtt	25.7 KB
74 - Day 3 Advanced Hyperparameter Tuning with Bayesian Optimization.mp4	407.4 MB
75 - Day 4 Regularization Techniques for Model Optimization English.vtt	13.8 KB
75 - Day 4 Regularization Techniques for Model Optimization.mp4	201.3 MB
76 - Day 5 CrossValidation and Model Evaluation Techniques English.vtt	13.5 KB
76 - Day 5 CrossValidation and Model Evaluation Techniques.mp4	146.4 MB
77 - Day 6 Automated Hyperparameter Tuning with GridSearchCV and RandomizedSearchCV English.vtt	18.4 KB
77 - Day 6 Automated Hyperparameter Tuning with GridSearchCV and RandomizedSearchCV.mp4	287.9 MB
78 - Day 7 Optimization Project Building and Tuning a Final Model English.vtt	22.1 KB
78 - Day 7 Optimization Project Building and Tuning a Final Model.mp4	245.3 MB
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
/
[CourseClub.Me].url	0.1 KB
[FreeCourseSite.com].url	0.1 KB
Total files 563