Deep Learning and Machine Learning Practical Workout | 916B22269DA676D86A602887235F90FD6C45FE62

Deep Learning and Machine Learning Practical Workout

Name	Deep Learning and Machine Learning Practical Workout	DOWNLOAD Copy Link
Total Size	7.1 GB
Total Files	178
Hash	916B22269DA676D86A602887235F90FD6C45FE62

/.../1. INTRODUCTION TO THE COURSE [QUICK WIN IN FIRST 10-12 MINS]/
6.1 DL and ML Practical Tutorials - Package.zip.zip	616.8 MB
1. Welcome Message.mp4	62.1 MB
1. Welcome Message.srt	4.4 KB
2. Updates on Udemy Reviews.mp4	24.2 MB
2. Updates on Udemy Reviews.srt	1.7 KB
3. Course overview.mp4	44.9 MB
3. Course overview.srt	12.9 KB
4. ML vs. DL vs. AI.mp4	133.2 MB
4. ML vs. DL vs. AI.srt	25.1 KB
5. ML Deep Dive.mp4	87.9 MB
5. ML Deep Dive.srt	20.9 KB
6. Download Course Materials.html	0.3 KB
7. BONUS ML vs DL vs AI.html	1.1 KB
8. BONUS 5 Benefits of Jupyter Notebook.html	2.1 KB
/
Visit Coursedrive.org.url	0.1 KB
ReadMe.txt	0.2 KB
/Deep Learning and Machine Learning Practical Workout/
ReadMe.txt	0.2 KB
Visit Coursedrive.org.url	0.1 KB
/.../2. ANACONDA AND JUPYTER INSTALLATION/
1. Download and Set up Anaconda.mp4	40.7 MB
1. Download and Set up Anaconda.srt	6.6 KB
2. What is Jupyter Notebook.mp4	28.5 MB
2. What is Jupyter Notebook.srt	5.3 KB
3. Install Tensorflow.html	0.2 KB
4. How to run a Jupyter Notebook.mp4	86.1 MB
4. How to run a Jupyter Notebook.srt	16.8 KB
/.../3. PROJECT #1 ARTIFICIAL NEURAL NETWORKS - CAR SALES PREDICTION/
1. Introduction.mp4	26.9 MB
1. Introduction.srt	1.6 KB
2. Theory Part 1.mp4	81.5 MB
2. Theory Part 1.srt	20.1 KB
3. Theory Part 2.mp4	51.6 MB
3. Theory Part 2.srt	11.4 KB
4. Theory Part 3.mp4	83.3 MB
4. Theory Part 3.srt	15.9 KB
5. Theory Part 4.mp4	46.7 MB
5. Theory Part 4.srt	10.5 KB
6. Theory Part 5.mp4	32.7 MB
6. Theory Part 5.srt	8.2 KB
7. Project Overview.mp4	73.6 MB
7. Project Overview.srt	10.5 KB
8. Import Data.mp4	74.4 MB
8. Import Data.srt	14.8 KB
9. Data Visualization Cleaning.mp4	175.1 MB
9. Data Visualization Cleaning.srt	31.1 KB
10. Model Training 1.mp4	105.6 MB
10. Model Training 1.srt	28.0 KB
11. Model Training 2.mp4	74.9 MB
11. Model Training 2.srt	15.4 KB
12. Model Evaluation.mp4	86.8 MB
12. Model Evaluation.srt	18.6 KB
/.../4. PROJECT #2 DEEP NEURAL NETWORKS - CIFAR-10 CLASSIFICATION/
1. Introduction.mp4	26.3 MB
1. Introduction.srt	1.5 KB
2. Theory Part 1.mp4	48.1 MB
2. Theory Part 1.srt	9.0 KB
3. Theory Part 2.mp4	130.1 MB
3. Theory Part 2.srt	27.9 KB
4. Theory Part 3.mp4	104.3 MB
4. Theory Part 3.srt	20.9 KB
5. Theory Part 4.mp4	83.8 MB
5. Theory Part 4.srt	25.1 KB
6. Problem Statement.mp4	58.5 MB
6. Problem Statement.srt	13.0 KB
7. Data Vizualization.mp4	135.3 MB
7. Data Vizualization.srt	21.7 KB
8. Data Preparation.mp4	63.8 MB
8. Data Preparation.srt	15.1 KB
9. Model Training Part 1.mp4	107.2 MB
9. Model Training Part 1.srt	26.1 KB
10. Model Training Part 2.mp4	95.1 MB
10. Model Training Part 2.srt	19.1 KB
11. Model Evaluation.mp4	110.7 MB
11. Model Evaluation.srt	21.5 KB
12. Save the Model.mp4	34.2 MB
12. Save the Model.srt	6.6 KB
13. Image Augmentation Part 1.mp4	114.8 MB
13. Image Augmentation Part 1.srt	23.6 KB
14. Image augmentation Part 2.mp4	113.1 MB
14. Image augmentation Part 2.srt	18.8 KB
/.../5. PROJECT #3 PROPHET TIME SERIES - CHICAGO CRIME RATE/
1. Introduction.mp4	21.4 MB
1. Introduction.srt	1.4 KB
2. Project Overview.mp4	74.4 MB
2. Project Overview.srt	10.5 KB
3. Import Dataset.mp4	58.4 MB
3. Import Dataset.srt	11.1 KB
4. Data Vizualization.mp4	217.5 MB
4. Data Vizualization.srt	42.0 KB
5. Prepare the Data.mp4	30.1 MB
5. Prepare the Data.srt	6.8 KB
6. Make Predictions.mp4	75.1 MB
6. Make Predictions.srt	12.9 KB
/.../6. PROJECT #4 PROPHET TIME SERIES - AVOCADO MARKET/
1. Introduction.mp4	15.8 MB
1. Introduction.srt	1.0 KB
2. Load Avocado Data.mp4	68.6 MB
2. Load Avocado Data.srt	13.7 KB
3. Explore Dataset.mp4	94.6 MB
3. Explore Dataset.srt	22.0 KB
4. Make Predictions Part 1.mp4	68.5 MB
4. Make Predictions Part 1.srt	16.3 KB
5. Make Predictions Part 2 (Region Specific).mp4	36.5 MB
5. Make Predictions Part 2 (Region Specific).srt	8.5 KB
6. Make Prediction Part 2.1.mp4	45.0 MB
6. Make Prediction Part 2.1.srt	9.4 KB
/.../7. PROJECT #5 LE-NET DEEP NETWORK - TRAFFIC SIGN CLASSIFICATION/
1. Introduction.mp4	33.6 MB
1. Introduction.srt	2.1 KB
2. Project Overview.mp4	79.1 MB
2. Project Overview.srt	13.5 KB
3. Load Data.mp4	80.0 MB
3. Load Data.srt	18.6 KB
4. Data Exploration.mp4	62.4 MB
4. Data Exploration.srt	12.6 KB
5. Data Normalization.mp4	86.9 MB
5. Data Normalization.srt	21.8 KB
6. Model Training.mp4	190.8 MB
6. Model Training.srt	39.6 KB
7. Model Evaluation.mp4	156.5 MB
7. Model Evaluation.srt	30.9 KB
/.../8. PROJECT #6 NATURAL LANGUAGE PROCESSING - E-MAIL SPAM FILTER/
1. Introduction.mp4	31.3 MB
1. Introduction.srt	1.9 KB
2. Naive Bayes Theory Part 1.mp4	134.9 MB
2. Naive Bayes Theory Part 1.srt	26.8 KB
3. Naive Bayes Theory Part 2.mp4	126.7 MB
3. Naive Bayes Theory Part 2.srt	24.3 KB
4. Spam Project Overview.mp4	79.6 MB
4. Spam Project Overview.srt	15.1 KB
5. Visualize Dataset.mp4	76.8 MB
5. Visualize Dataset.srt	15.7 KB
6. Count Vectorizer.mp4	107.3 MB
6. Count Vectorizer.srt	22.2 KB
7. Model Training Part 1.mp4	59.1 MB
7. Model Training Part 1.srt	14.3 KB
8. Model Training Part 2.mp4	35.0 MB
8. Model Training Part 2.srt	7.4 KB
9. Testing.mp4	52.5 MB
9. Testing.srt	11.1 KB
/.../9. PROJECT #7 NATURAL LANGUAGE PROCESSING - YELP REVIEWS/
1. Introduction.mp4	21.5 MB
1. Introduction.srt	1.4 KB
2. Theory.mp4	25.9 MB
2. Theory.srt	4.8 KB
3. Project Overview.mp4	39.9 MB
3. Project Overview.srt	8.9 KB
4. Load Dataset.mp4	112.6 MB
4. Load Dataset.srt	21.9 KB
5. Visualize Dataset Part 1.mp4	130.7 MB
5. Visualize Dataset Part 1.srt	27.8 KB
6. Visualize Dataset Part 2.mp4	74.5 MB
6. Visualize Dataset Part 2.srt	16.1 KB
7. Exercise #1.mp4	55.2 MB
7. Exercise #1.srt	15.1 KB
8. Exercise #2.mp4	76.2 MB
8. Exercise #2.srt	16.9 KB
9. Exercise #3.mp4	77.0 MB
9. Exercise #3.srt	17.1 KB
10. Apply NLP to Data.mp4	118.0 MB
10. Apply NLP to Data.srt	21.5 KB
11. Apply Count Vectorizer to Data.mp4	42.0 MB
11. Apply Count Vectorizer to Data.srt	6.5 KB
12. Model Training Part 1.mp4	52.6 MB
12. Model Training Part 1.srt	12.1 KB
13. Model Training Part 2.mp4	39.6 MB
13. Model Training Part 2.srt	8.2 KB
14. Model Evaluation Part 1.mp4	40.0 MB
14. Model Evaluation Part 1.srt	9.7 KB
15. Model Evaluation Part 2.mp4	117.5 MB
15. Model Evaluation Part 2.srt	19.1 KB
/.../10. PROJECT #8 USER-BASED COLLABORATIVE FILTERING - MOVIE RECOMMENDER SYSTEM/
1. Introduction.mp4	16.1 MB
1. Introduction.srt	1.1 KB
2. Theory.mp4	83.0 MB
2. Theory.srt	13.5 KB
3. Project Overview.mp4	24.3 MB
3. Project Overview.srt	5.4 KB
4. Import Movie Dataset.mp4	107.4 MB
4. Import Movie Dataset.srt	23.3 KB
5. Visualize Dataset.mp4	164.7 MB
5. Visualize Dataset.srt	31.9 KB
6. Collaborative Filter One Movie.mp4	177.5 MB
6. Collaborative Filter One Movie.srt	32.9 KB
7. Full Movie Recomendation.mp4	86.8 MB
7. Full Movie Recomendation.srt	19.5 KB
/.../11. Bonus Lectures/
1. YOUR SPECIAL BONUS.html	1.1 KB
Total files 178