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TORRENT DETAILS
Udemy - Machine Learning And Deep Learning Projects In Python
TORRENT SUMMARY
Status:
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Language: English | Size: 2.57 GB | Duration: 5h 33m
20 practical projects of Machine Learning and Deep Learning and their implementation in Python along with all the codes
What you'll learn
Introducing the structure of Machine Learning and Deep Learning and their application in real problems
Introducing Machine Learning and Deep Learning algorithms and launching them in projects
Implementing Machine Learning and Deep Learning algorithms in Python
Familiarity with Python syntax for using Machine Learning and Deep Learning
Familiarity with Prediction Models
Data preparation and Visualization for use in Machine Learning and Deep Learning algorithms
Using Case Studies in projects
Learning how to use APIs to collect up-to-date data and learn about different Data sets
Introducing and using different Machine Learning and Deep Learning libraries in Python
Getting to know different Neural Networks and using them in real projects
Image processing using Artificial Neural Network (ANN) in Python
Classification with Neural Networks using Python
Familiarity with Natural Language Processing (NLP) and its use in projects
Forecasting the amount of sales, product price, sales price, etc.
Introducing and using algorithm validation metrics such as: Confusion matrix, Accuracy score, Precision score, Recall score, F1 score, etc.
+40 Cheat Sheets of Data Science, Machine Learning, Deep Learning and Python
Requirements
Basic Python
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FILE LIST
Filename
Size
~Get Your Files Here !/1 - Introduction/1 - Introduction to Machine Learning.mp4
100.1 MB
~Get Your Files Here !/10 - Gold Price Prediction with Machine Learning/24 - Gold Price Prediction with Machine Learning.mp4
54.8 MB
~Get Your Files Here !/10 - Gold Price Prediction with Machine Learning/25 - Codes.html
41 B
~Get Your Files Here !/10 - Gold Price Prediction with Machine Learning/Gold Price Prediction using Machine Learning with Python.ipynb
86.2 KB
~Get Your Files Here !/11 - Language Translation with Machine Learning/26 - Requirements.html
46 B
~Get Your Files Here !/11 - Language Translation with Machine Learning/27 - Language Translation with Machine Learning.mp4
284.5 MB
~Get Your Files Here !/11 - Language Translation with Machine Learning/28 - Codes.html
41 B
~Get Your Files Here !/11 - Language Translation with Machine Learning/Hindi_English_Truncated_Corpus.csv
39.5 MB
~Get Your Files Here !/11 - Language Translation with Machine Learning/Language Translation with Machine Learning.ipynb
45.1 KB
~Get Your Files Here !/12 - Covid19 Vaccine Sentiment Analysis/29 - Requirements.html
46 B
~Get Your Files Here !/12 - Covid19 Vaccine Sentiment Analysis/30 - Covid19 Vaccine Sentiment Analysis.mp4
192.6 MB
~Get Your Files Here !/12 - Covid19 Vaccine Sentiment Analysis/31 - Codes.html
41 B
~Get Your Files Here !/12 - Covid19 Vaccine Sentiment Analysis/Covid_19_Vaccine_Sentiment_Analysis.ipynb
4.4 MB
~Get Your Files Here !/12 - Covid19 Vaccine Sentiment Analysis/vaccination_tweets.csv
4.3 MB
~Get Your Files Here !/13 - Hotel Recommendation System with Natural Language Processing NLP/32 - Requirements.html
46 B
~Get Your Files Here !/13 - Hotel Recommendation System with Natural Language Processing NLP/33 - Hotel Recommendation System with NLP.mp4
97.6 MB
~Get Your Files Here !/13 - Hotel Recommendation System with Natural Language Processing NLP/34 - Codes.html
41 B
~Get Your Files Here !/13 - Hotel Recommendation System with Natural Language Processing NLP/Hotel Recommendation System with Natural Language Processing.ipynb
25.6 KB
~Get Your Files Here !/13 - Hotel Recommendation System with Natural Language Processing NLP/Hotel_Reviews.csv
227.1 MB
~Get Your Files Here !/14 - Email Spam Detection with Natural Language Processing NLP/35 - Requirements.html
46 B
~Get Your Files Here !/14 - Email Spam Detection with Natural Language Processing NLP/36 - Email Spam Detection with NLP.mp4
58.5 MB
~Get Your Files Here !/14 - Email Spam Detection with Natural Language Processing NLP/37 - Codes.html
41 B
~Get Your Files Here !/15 - Data Augmentation in Deep Learning and Neural Networks model/38 - Requirements.html
46 B
~Get Your Files Here !/15 - Data Augmentation in Deep Learning and Neural Networks model/39 - Data Augmentation in Deep Learning and Neural Networks model.mp4
160.3 MB
~Get Your Files Here !/15 - Data Augmentation in Deep Learning and Neural Networks model/40 - Codes.html
41 B
~Get Your Files Here !/15 - Data Augmentation in Deep Learning and Neural Networks model/cat.jpg
2 MB
~Get Your Files Here !/15 - Data Augmentation in Deep Learning and Neural Networks model/Data Augmentation in Deep Learning and neural networks model.ipynb
12.6 MB
~Get Your Files Here !/16 - Image to Pencil Sketch/41 - Requirements.html
46 B
~Get Your Files Here !/16 - Image to Pencil Sketch/42 - Image to Pencil Sketch.mp4
44.2 MB
~Get Your Files Here !/16 - Image to Pencil Sketch/43 - Codes.html
41 B
~Get Your Files Here !/16 - Image to Pencil Sketch/beach.jpg
1.1 MB
~Get Your Files Here !/16 - Image to Pencil Sketch/Image to Pencil Sketch with Python.ipynb
4 KB
~Get Your Files Here !/17 - Hate Speech Detection with Machine Learning/44 - Requirements.html
46 B
~Get Your Files Here !/17 - Hate Speech Detection with Machine Learning/45 - Hate Speech Detection Model.mp4
48 MB
~Get Your Files Here !/17 - Hate Speech Detection with Machine Learning/46 - Codes.html
41 B
~Get Your Files Here !/17 - Hate Speech Detection with Machine Learning/Hate Speech Detection Model.ipynb
14.4 KB
~Get Your Files Here !/17 - Hate Speech Detection with Machine Learning/test.csv
1.6 MB
~Get Your Files Here !/17 - Hate Speech Detection with Machine Learning/train.csv
3 MB
~Get Your Files Here !/18 - SMS Spam Detection with Machine Learning/47 - Requirements.html
46 B
~Get Your Files Here !/18 - SMS Spam Detection with Machine Learning/48 - SMS Spam Detection with Machine Learning.mp4
124.2 MB
~Get Your Files Here !/18 - SMS Spam Detection with Machine Learning/49 - Codes.html
41 B
~Get Your Files Here !/18 - SMS Spam Detection with Machine Learning/SMS Spam Detection with Machine Learning.ipynb
73.9 KB
~Get Your Files Here !/18 - SMS Spam Detection with Machine Learning/spam.csv
491.9 KB
~Get Your Files Here !/19 - Resume Screening with Machine Learning/50 - Requirements.html
46 B
~Get Your Files Here !/19 - Resume Screening with Machine Learning/51 - Resume Screening with Machine Learning.mp4
131.6 MB
~Get Your Files Here !/19 - Resume Screening with Machine Learning/52 - Codes.html
41 B
~Get Your Files Here !/19 - Resume Screening with Machine Learning/Resume Screening with machine learning.ipynb
811.8 KB
~Get Your Files Here !/19 - Resume Screening with Machine Learning/UpdatedResumeDataSet.csv
3 MB
~Get Your Files Here !/2 - Waiter Tips Prediction with Machine Learning/2 - Requirements.html
46 B
~Get Your Files Here !/2 - Waiter Tips Prediction with Machine Learning/3 - Waiter Tips Prediction with Machine Learning.mp4
55.6 MB
~Get Your Files Here !/2 - Waiter Tips Prediction with Machine Learning/4 - Codes.html
41 B
~Get Your Files Here !/2 - Waiter Tips Prediction with Machine Learning/tips.csv
7.8 KB
~Get Your Files Here !/2 - Waiter Tips Prediction with Machine Learning/Waiter Tips Prediction with Machine Learning.ipynb
4 MB
~Get Your Files Here !/20 - Credit Card Fraud Detection with Machine Learning/53 - Requirements.html
46 B
~Get Your Files Here !/20 - Credit Card Fraud Detection with Machine Learning/54 - Credit Card Fraud Detection with Machine Learning.mp4
124.5 MB
~Get Your Files Here !/20 - Credit Card Fraud Detection with Machine Learning/55 - Codes.html
41 B
~Get Your Files Here !/20 - Credit Card Fraud Detection with Machine Learning/creditcard.csv
143.8 MB
~Get Your Files Here !/20 - Credit Card Fraud Detection with Machine Learning/Credit_Card_Fraud_Detection_with_Machine_Learning.ipynb
248.5 KB
~Get Your Files Here !/21 - YouTube Trending Videos Analysis/56 - Requirements.html
46 B
~Get Your Files Here !/21 - YouTube Trending Videos Analysis/57 - YouTube Trending Videos Analysis.mp4
71.3 MB
~Get Your Files Here !/21 - YouTube Trending Videos Analysis/58 - Codes.html
41 B
~Get Your Files Here !/21 - YouTube Trending Videos Analysis/USvideos.csv
50.9 MB
~Get Your Files Here !/21 - YouTube Trending Videos Analysis/YouTube Trending Videos Analysis with Python.ipynb
827.5 KB
~Get Your Files Here !/22 - Cheat Sheet/59 - Bokeh-in-Python.pdf
4.1 MB
~Get Your Files Here !/22 - Cheat Sheet/59 - Data Science Machine Learning Deep Learning and Python Cheat Sheets.html
49 B
~Get Your Files Here !/22 - Cheat Sheet/59 - Data-Exploration-with-Pandas-in-Python.pdf
464.2 KB
~Get Your Files Here !/22 - Cheat Sheet/59 - Data-Science-Cheatsheet-2.0.pdf
1.7 MB
~Get Your Files Here !/22 - Cheat Sheet/59 - Data-Science-Cheatsheet.pdf
1.1 MB
~Get Your Files Here !/22 - Cheat Sheet/59 - Data-Science-With-Python-Workflow.pdf
1.5 MB
~Get Your Files Here !/22 - Cheat Sheet/59 - Data-visualization-with-ggplot2.pdf
2 MB
~Get Your Files Here !/22 - Cheat Sheet/59 - Data-Wrangling-in-Pandas.pdf
3.5 MB
~Get Your Files Here !/22 - Cheat Sheet/59 - Deep-Learning-1.pdf
2.5 MB
~Get Your Files Here !/22 - Cheat Sheet/59 - Deep-Learning-2.pdf
334.9 KB
~Get Your Files Here !/22 - Cheat Sheet/59 - Deep-Learning-with-Keras.pdf
438 KB
~Get Your Files Here !/22 - Cheat Sheet/59 - Deep-Learning-with-torch.pdf
1.9 MB
~Get Your Files Here !/22 - Cheat Sheet/59 - Jupyterlab.pdf
3.8 MB
~Get Your Files Here !/22 - Cheat Sheet/59 - Keras-in-Python.pdf
5.8 MB
~Get Your Files Here !/22 - Cheat Sheet/59 - Linear-Algebra-and-Calculus.pdf
302.3 KB
~Get Your Files Here !/22 - Cheat Sheet/59 - Machine-Learning-1.pdf
6.2 MB
~Get Your Files Here !/22 - Cheat Sheet/59 - Machine-Learning-2.pdf
1.3 MB
~Get Your Files Here !/22 - Cheat Sheet/59 - Machine-Learning-3.pdf
1.3 MB
~Get Your Files Here !/22 - Cheat Sheet/59 - Machine-Learning-Algorithms-Python-and-R.pdf
3.5 MB
~Get Your Files Here !/22 - Cheat Sheet/59 - Machine-Learning-Interview.pdf
6.1 MB
~Get Your Files Here !/22 - Cheat Sheet/59 - Machine-Learning-Tips.pdf
557.1 KB
~Get Your Files Here !/22 - Cheat Sheet/59 - Math-and-Statistical-Machine-Learning.pdf
3.7 MB
~Get Your Files Here !/22 - Cheat Sheet/59 - Matplotlib-in-Python.pdf
3 MB
~Get Your Files Here !/22 - Cheat Sheet/59 - Natural-Language-Processing-with-Python-nltk.pdf
56.5 KB
~Get Your Files Here !/22 - Cheat Sheet/59 - Numpy.pdf
4.8 MB
~Get Your Files Here !/22 - Cheat Sheet/59 - Pandas.pdf
3.9 MB
~Get Your Files Here !/22 - Cheat Sheet/59 - PGS-Catalog-access-with-quincunx.pdf
372.4 KB
~Get Your Files Here !/22 - Cheat Sheet/59 - Probabilities-and-Statistics.pdf
331.3 KB
~Get Your Files Here !/22 - Cheat Sheet/59 - Probability.pdf
789.3 KB
~Get Your Files Here !/22 - Cheat Sheet/59 - PySpark-RDD.pdf
5.3 MB
~Get Your Files Here !/22 - Cheat Sheet/59 - PySpark-SQL.pdf
5.1 MB
~Get Your Files Here !/22 - Cheat Sheet/59 - Python-Basic.pdf
1.4 MB
~Get Your Files Here !/22 - Cheat Sheet/59 - Regression.pdf
1.2 MB
~Get Your Files Here !/22 - Cheat Sheet/59 - SciPy-in-Python.pdf
5.2 MB
~Get Your Files Here !/22 - Cheat Sheet/59 - SQL.pdf
