Tutorialsplanet NET Udemy Projects in Machine Learning Beginner To Professional

Tutorialsplanet NET Udemy Projects in Machine Learning Beginner To Professional

Name	[Tutorialsplanet.NET] Udemy -Projects in Machine Learning Beginner To Professional	DOWNLOAD Copy Link
Total Size	4.6 GB
Total Files	142
Hash	89C9A8C6F25A0A3DA9AD16D71D4C84A524A31924

/1. An Introduction to Machine Learning/
1. Introduction.mp4	1.8 MB
1. Introduction.srt	1.7 KB
2. What is Machine Learning.mp4	30.6 MB
2. What is Machine Learning.srt	16.2 KB
3. Types and Applications of ML.mp4	55.6 MB
3. Types and Applications of ML.srt	35.6 KB
4. AI vs ML.mp4	24.0 MB
4. AI vs ML.srt	12.8 KB
5. Essential Math for ML and AI.mp4	37.5 MB
5. Essential Math for ML and AI.srt	23.9 KB
6. Quiz- Questions- Section1.html	0.1 KB
6.1 Unit 1 Quiz.pdf.pdf	66.1 KB
7. Quiz- Answers - Section 1.html	0.1 KB
7.1 Unit 1 Solutions.pdf.pdf	63.2 KB
/10. Project 5 Object Recognition/
1. Intro.mp4	7.6 MB
1. Intro.srt	1.7 KB
1.1 Object Recognition.zip.zip	224.3 KB
2. Loading and Preprocessing the CIFAR10 Dataset.mp4	189.3 MB
2. Loading and Preprocessing the CIFAR10 Dataset.srt	33.4 KB
3. Building and Deploying the All-CNN Network Part 1.mp4	215.6 MB
3. Building and Deploying the All-CNN Network Part 1.srt	31.4 KB
4. Building and Deploying the All-CNN Network Part 2.mp4	179.1 MB
4. Building and Deploying the All-CNN Network Part 2.srt	25.9 KB
/11. Project 6 Image Super Resolution/
1. Intro.mp4	10.0 MB
1. Intro.srt	1.5 KB
1.1 Image Super Resolution.zip.zip	9.9 MB
2. Quality Metrics and Preprocessing Images.mp4	271.4 MB
2. Quality Metrics and Preprocessing Images.srt	45.3 KB
3. Image Super Resolution using Deep Learning.mp4	374.9 MB
3. Image Super Resolution using Deep Learning.srt	56.4 KB
/12. Project 7 Text Classification/
1. Intro.mp4	5.2 MB
1. Intro.srt	1.4 KB
1.1 Text Classification.zip.zip	56.7 KB
2. Feature Engineering.mp4	393.6 MB
2. Feature Engineering.srt	57.8 KB
3. Deploying Sklearn Classifiers.mp4	214.2 MB
3. Deploying Sklearn Classifiers.srt	33.1 KB
/13. Project 8 - KMeans/
1. Intro.mp4	11.8 MB
1. Intro.srt	1.6 KB
1.1 KMeans.zip.zip	193.6 KB
2. Preprocessing Images for Clustering.mp4	242.1 MB
2. Preprocessing Images for Clustering.srt	47.1 KB
3. Evaluation and Visualization.mp4	219.7 MB
3. Evaluation and Visualization.srt	35.6 KB
/14. Project 9 PCA/
1. Intro.mp4	3.9 MB
1. Intro.srt	1.3 KB
1.1 PCA.zip.zip	224.9 KB
2. The Elbow Method.mp4	119.7 MB
2. The Elbow Method.srt	29.8 KB
3. PCA Compression and Visualization.mp4	194.0 MB
3. PCA Compression and Visualization.srt	37.0 KB
/2. Supervised Learning - part 1/
1. Introduction to Supervised Learning.mp4	26.7 MB
1. Introduction to Supervised Learning.srt	18.7 KB
10. Quiz- Answers - Section 2.html	0.1 KB
10.1 Unit 2 Solutions.pdf.pdf	77.1 KB
2. Linear Methods for Classification.mp4	35.8 MB
2. Linear Methods for Classification.srt	22.5 KB
3. Linear Methods for Regression.mp4	28.3 MB
3. Linear Methods for Regression.srt	15.1 KB
4. Support Vector Machines.mp4	37.5 MB
4. Support Vector Machines.srt	20.9 KB
5. Basis Expansions.mp4	22.4 MB
5. Basis Expansions.srt	14.4 KB
6. Model Selection Procedures.mp4	28.2 MB
6. Model Selection Procedures.srt	17.5 KB
7. Bonus! Supervised Learning Project in Python Part 1.mp4	32.5 MB
7. Bonus! Supervised Learning Project in Python Part 1.srt	19.4 KB
7.1 Supervised Learning.zip.zip	171.2 KB
8. Bonus! Supervised Learning Project in Python Part 2.mp4	38.0 MB
8. Bonus! Supervised Learning Project in Python Part 2.srt	18.2 KB
9. Quiz- Questions- Section 2.html	0.1 KB
9.1 Unit 2 Quiz.pdf.pdf	54.2 KB
/3. Unsupervised Learning/
1. Introduction to Unsupervised Learning.mp4	33.3 MB
1. Introduction to Unsupervised Learning.srt	16.2 KB
2. Association Rules.mp4	29.9 MB
2. Association Rules.srt	19.2 KB
3. Cluster Analysis.mp4	29.3 MB
3. Cluster Analysis.srt	18.3 KB
4. Reinforcement Learning.mp4	22.0 MB
4. Reinforcement Learning.srt	22.9 KB
5. Bonus! KMeans Clustering Project.mp4	23.0 MB
5. Bonus! KMeans Clustering Project.srt	20.2 KB
5.1 Unsupervised Learning.zip.zip	94.7 KB
6. Quiz- Questions- Section 3.html	0.1 KB
6.1 Unit 3 Quiz.pdf.pdf	30.5 KB
7. Quiz- Answers - Section 3.html	0.1 KB
7.1 Unit 3 Solutions.pdf.pdf	42.2 KB
/4. Neural Networks/
1. Introduction to Neural Networks.mp4	23.8 MB
1. Introduction to Neural Networks.srt	18.0 KB
2. The Perceptron.mp4	17.9 MB
2. The Perceptron.srt	13.7 KB
3. The Backpropagation Algorithm.mp4	23.7 MB
3. The Backpropagation Algorithm.srt	16.5 KB
4. Training Procedures.mp4	25.2 MB
4. Training Procedures.srt	19.2 KB
5. Convolutional Neural Networks.mp4	33.6 MB
5. Convolutional Neural Networks.srt	22.3 KB
/5. Real World Machine Learning/
1. Introduction to Real World ML.mp4	26.8 MB
1. Introduction to Real World ML.srt	16.8 KB
2. Choosing an Algorithm.mp4	20.1 MB
2. Choosing an Algorithm.srt	13.6 KB
3. Design and Analysis of ML Experiments.mp4	20.8 MB
3. Design and Analysis of ML Experiments.srt	14.8 KB
4. Common Software for ML.mp4	32.8 MB
4. Common Software for ML.srt	15.5 KB
5. Quiz- Questions- Section 5.html	0.1 KB
5.1 Unit 5 Quiz.pdf.pdf	36.1 KB
6. Quiz- Answers - Section 5.html	0.1 KB
6.1 Unit 5 Solutions.pdf.pdf	48.3 KB
/6. Warmup Project/
1. Setting up OpenAI Gym.mp4	31.6 MB
1. Setting up OpenAI Gym.srt	17.6 KB
1.1 Final Project.zip.zip	48.1 KB
2. Building and Training the Network Part 1.mp4	37.8 MB
2. Building and Training the Network Part 1.srt	20.8 KB
3. Building and Training the Network Part 2.mp4	66.4 MB
3. Building and Training the Network Part 2.srt	27.6 KB
/7. Project 1Board Game Review Prediction/
1. Intro.mp4	7.9 MB
1. Intro.srt	2.1 KB
1.1 Board Game Review Predictions.zip.zip	131.7 KB
2. Board Game Review Prediction - Building the Dataset Part 1.mp4	18.6 MB
2. Board Game Review Prediction - Building the Dataset Part 1.srt	13.0 KB
3. Board Game Review Prediction - Building the Dataset Part 2.mp4	37.2 MB
3. Board Game Review Prediction - Building the Dataset Part 2.srt	20.9 KB
4. Board Game Review Prediction - Training the Models.mp4	37.6 MB
4. Board Game Review Prediction - Training the Models.srt	17.2 KB
/8. Project 2 Credit Card Fraud Detection/
1. Intro.mp4	7.9 MB
1. Intro.srt	2.9 KB
1.1 Credit Card Fraud Detection.zip.zip	243.5 KB
2. Credit Card Fraud Detection - The Dataset.mp4	39.4 MB
2. Credit Card Fraud Detection - The Dataset.srt	27.2 KB
3. Credit Card Fraud Detection - The Algorithms.mp4	51.3 MB
3. Credit Card Fraud Detection - The Algorithms.srt	25.5 KB
/9. Project 4 Intro to Natural Language Processing/
1. Intro.mp4	17.8 MB
1. Intro.srt	1.7 KB
1.1 Intro to Natural Language Processing.zip.zip	66.5 KB
2. Tokenizing, Stop Words, and Stemming.mp4	208.0 MB
2. Tokenizing, Stop Words, and Stemming.srt	30.9 KB
3. Tagging, Chunking, and Named Entity Recognition.mp4	338.8 MB
3. Tagging, Chunking, and Named Entity Recognition.srt	38.3 KB
4. Text Classification.mp4	227.5 MB
4. Text Classification.srt	30.4 KB
/
[Tutorialsplanet.NET].url	0.1 KB
Total files 142