TGx:[UdemyCourseDownloader] Data Science, Deep Learning, & Machine Learning with Python

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[UdemyCourseDownloader] Data Science, Deep Learning, & Machine Learning with Python

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Category:

Other > Training

Language:

English

Total Size:

3.07 GB

Info Hash:

611d37289fbfba72188dc0b5b6edbfa8b0b6a772

Added By:

kirat1h

Added:

14-01-2019 16:17

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956

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File	Size
01 Getting Started/001 Introduction-subtitle-en.srt	4.91 kB
01 Getting Started/001 Introduction.mp4	27.73 MB
01 Getting Started/002 [Activity] Getting What You Need-subtitle-en.srt	4.78 kB
01 Getting Started/002 [Activity] Getting What You Need.mp4	9.52 MB
01 Getting Started/003 [Activity] Installing Enthought Canopy-subtitle-en.srt	9.49 kB
01 Getting Started/003 [Activity] Installing Enthought Canopy.mp4	40.51 MB
01 Getting Started/004 Python Basics_ Part 1-subtitle-en.srt	33.73 kB
01 Getting Started/004 Python Basics_ Part 1.mp4	43.97 MB
01 Getting Started/005 [Activity] Python Basics_ Part 2-subtitle-en.srt	19.86 kB
01 Getting Started/005 [Activity] Python Basics_ Part 2.mp4	28.46 MB
01 Getting Started/006 Running Python Scripts-subtitle-en.srt	8.57 kB
01 Getting Started/006 Running Python Scripts.mp4	21.57 MB
01 Getting Started/007 Introducing the Pandas Library-subtitle-en.srt	18.00 kB
01 Getting Started/007 Introducing the Pandas Library.mp4	43.34 MB
01 Getting Started/external_links.txt	146.00 B
02 Statistics and Probability Refresher_ and Python Practise/008 Types of Data-subtitle-en.srt	15.42 kB
02 Statistics and Probability Refresher_ and Python Practise/008 Types of Data.mp4	34.11 MB
02 Statistics and Probability Refresher_ and Python Practise/009 Mean_ Median_ Mode-subtitle-en.srt	12.32 kB
02 Statistics and Probability Refresher_ and Python Practise/009 Mean_ Median_ Mode.mp4	28.17 MB
02 Statistics and Probability Refresher_ and Python Practise/010 [Activity] Using mean_ median_ and mode in Python-subtitle-en.srt	17.35 kB
02 Statistics and Probability Refresher_ and Python Practise/010 [Activity] Using mean_ median_ and mode in Python.mp4	38.99 MB
02 Statistics and Probability Refresher_ and Python Practise/011 [Activity] Variation and Standard Deviation-subtitle-en.srt	24.46 kB
02 Statistics and Probability Refresher_ and Python Practise/011 [Activity] Variation and Standard Deviation.mp4	45.62 MB
02 Statistics and Probability Refresher_ and Python Practise/012 Probability Density Function; Probability Mass Function-subtitle-en.srt	7.26 kB
02 Statistics and Probability Refresher_ and Python Practise/012 Probability Density Function; Probability Mass Function.mp4	12.35 MB
02 Statistics and Probability Refresher_ and Python Practise/013 Common Data Distributions-subtitle-en.srt	15.28 kB
02 Statistics and Probability Refresher_ and Python Practise/013 Common Data Distributions.mp4	27.67 MB
02 Statistics and Probability Refresher_ and Python Practise/014 [Activity] Percentiles and Moments-subtitle-en.srt	26.79 kB
02 Statistics and Probability Refresher_ and Python Practise/014 [Activity] Percentiles and Moments.mp4	42.98 MB
02 Statistics and Probability Refresher_ and Python Practise/015 [Activity] A Crash Course in matplotlib-subtitle-en.srt	27.09 kB
02 Statistics and Probability Refresher_ and Python Practise/015 [Activity] A Crash Course in matplotlib.mp4	49.28 MB
02 Statistics and Probability Refresher_ and Python Practise/016 [Activity] Covariance and Correlation-subtitle-en.srt	24.57 kB
02 Statistics and Probability Refresher_ and Python Practise/016 [Activity] Covariance and Correlation.mp4	49.78 MB
02 Statistics and Probability Refresher_ and Python Practise/017 [Exercise] Conditional Probability-subtitle-en.srt	24.47 kB
02 Statistics and Probability Refresher_ and Python Practise/017 [Exercise] Conditional Probability.mp4	49.55 MB
02 Statistics and Probability Refresher_ and Python Practise/018 Exercise Solution_ Conditional Probability of Purchase by Age-subtitle-en.srt	4.67 kB
02 Statistics and Probability Refresher_ and Python Practise/018 Exercise Solution_ Conditional Probability of Purchase by Age.mp4	14.09 MB
02 Statistics and Probability Refresher_ and Python Practise/019 Bayes' Theorem-subtitle-en.srt	10.95 kB
02 Statistics and Probability Refresher_ and Python Practise/019 Bayes' Theorem.mp4	30.13 MB
03 Predictive Models/020 [Activity] Linear Regression-subtitle-en.srt	24.32 kB
03 Predictive Models/020 [Activity] Linear Regression.mp4	32.97 MB
03 Predictive Models/021 [Activity] Polynomial Regression-subtitle-en.srt	16.71 kB
03 Predictive Models/021 [Activity] Polynomial Regression.mp4	29.78 MB
03 Predictive Models/022 [Activity] Multivariate Regression_ and Predicting Car Prices-subtitle-en.srt	23.76 kB
03 Predictive Models/022 [Activity] Multivariate Regression_ and Predicting Car Prices.mp4	49.97 MB
03 Predictive Models/023 Multi-Level Models-subtitle-en.srt	10.17 kB
03 Predictive Models/023 Multi-Level Models.mp4	23.66 MB
04 Machine Learning with Python/024 Supervised vs_ Unsupervised Learning_ and Train_Test-subtitle-en.srt	19.85 kB
04 Machine Learning with Python/024 Supervised vs_ Unsupervised Learning_ and Train_Test.mp4	47.80 MB
04 Machine Learning with Python/025 [Activity] Using Train_Test to Prevent Overfitting a Polynomial Regression-subtitle-en.srt	12.47 kB
04 Machine Learning with Python/025 [Activity] Using Train_Test to Prevent Overfitting a Polynomial Regression.mp4	22.02 MB
04 Machine Learning with Python/026 Bayesian Methods_ Concepts-subtitle-en.srt	8.43 kB
04 Machine Learning with Python/026 Bayesian Methods_ Concepts.mp4	19.41 MB
04 Machine Learning with Python/027 [Activity] Implementing a Spam Classifier with Naive Bayes-subtitle-en.srt	16.55 kB
04 Machine Learning with Python/027 [Activity] Implementing a Spam Classifier with Naive Bayes.mp4	36.48 MB
04 Machine Learning with Python/028 K-Means Clustering-subtitle-en.srt	16.33 kB
04 Machine Learning with Python/028 K-Means Clustering.mp4	30.30 MB
04 Machine Learning with Python/029 [Activity] Clustering people based on income and age-subtitle-en.srt	11.00 kB
04 Machine Learning with Python/029 [Activity] Clustering people based on income and age.mp4	23.98 MB
04 Machine Learning with Python/030 Measuring Entropy-subtitle-en.srt	6.61 kB
04 Machine Learning with Python/030 Measuring Entropy.mp4	17.48 MB
04 Machine Learning with Python/031 [Activity] Install GraphViz.html	2.68 kB
04 Machine Learning with Python/032 Decision Trees_ Concepts-subtitle-en.srt	20.00 kB
04 Machine Learning with Python/032 Decision Trees_ Concepts.mp4	39.72 MB
04 Machine Learning with Python/033 [Activity] Decision Trees_ Predicting Hiring Decisions-subtitle-en.srt	21.27 kB
04 Machine Learning with Python/033 [Activity] Decision Trees_ Predicting Hiring Decisions.mp4	38.23 MB
04 Machine Learning with Python/034 Ensemble Learning-subtitle-en.srt	13.81 kB
04 Machine Learning with Python/034 Ensemble Learning.mp4	33.70 MB
04 Machine Learning with Python/035 Support Vector Machines (SVM) Overview-subtitle-en.srt	9.43 kB
04 Machine Learning with Python/035 Support Vector Machines (SVM) Overview.mp4	21.77 MB
04 Machine Learning with Python/036 [Activity] Using SVM to cluster people using scikit-learn-subtitle-en.srt	11.33 kB
04 Machine Learning with Python/036 [Activity] Using SVM to cluster people using scikit-learn.mp4	20.84 MB
05 Recommender Systems/037 User-Based Collaborative Filtering-subtitle-en.srt	18.39 kB
05 Recommender Systems/037 User-Based Collaborative Filtering.mp4	36.81 MB
05 Recommender Systems/038 Item-Based Collaborative Filtering-subtitle-en.srt	18.96 kB
05 Recommender Systems/038 Item-Based Collaborative Filtering.mp4	33.56 MB
05 Recommender Systems/039 [Activity] Finding Movie Similarities-subtitle-en.srt	19.06 kB
05 Recommender Systems/039 [Activity] Finding Movie Similarities.mp4	48.48 MB
05 Recommender Systems/040 [Activity] Improving the Results of Movie Similarities-subtitle-en.srt	15.94 kB
05 Recommender Systems/040 [Activity] Improving the Results of Movie Similarities.mp4	43.98 MB
05 Recommender Systems/041 [Activity] Making Movie Recommendations to People-subtitle-en.srt	21.46 kB
05 Recommender Systems/041 [Activity] Making Movie Recommendations to People.mp4	63.25 MB
05 Recommender Systems/042 [Exercise] Improve the recommender's results-subtitle-en.srt	12.56 kB
05 Recommender Systems/042 [Exercise] Improve the recommender's results.mp4	45.85 MB
06 More Data Mining and Machine Learning Techniques/043 K-Nearest-Neighbors_ Concepts-subtitle-en.srt	8.53 kB
06 More Data Mining and Machine Learning Techniques/043 K-Nearest-Neighbors_ Concepts.mp4	19.90 MB
06 More Data Mining and Machine Learning Techniques/044 [Activity] Using KNN to predict a rating for a movie-subtitle-en.srt	26.93 kB
06 More Data Mining and Machine Learning Techniques/044 [Activity] Using KNN to predict a rating for a movie.mp4	59.21 MB
06 More Data Mining and Machine Learning Techniques/045 Dimensionality Reduction; Principal Component Analysis-subtitle-en.srt	11.73 kB
06 More Data Mining and Machine Learning Techniques/045 Dimensionality Reduction; Principal Component Analysis.mp4	35.67 MB
06 More Data Mining and Machine Learning Techniques/046 [Activity] PCA Example with the Iris data set-subtitle-en.srt	20.06 kB
06 More Data Mining and Machine Learning Techniques/046 [Activity] PCA Example with the Iris data set.mp4	53.31 MB
06 More Data Mining and Machine Learning Techniques/047 Data Warehousing Overview_ ETL and ELT-subtitle-en.srt	18.72 kB
06 More Data Mining and Machine Learning Techniques/047 Data Warehousing Overview_ ETL and ELT.mp4	54.11 MB
06 More Data Mining and Machine Learning Techniques/048 Reinforcement Learning-subtitle-en.srt	26.97 kB
06 More Data Mining and Machine Learning Techniques/048 Reinforcement Learning.mp4	63.56 MB
06 More Data Mining and Machine Learning Techniques/external_links.txt	113.00 B
07 Dealing with Real-World Data/049 Bias_Variance Tradeoff-subtitle-en.srt	13.69 kB
07 Dealing with Real-World Data/049 Bias_Variance Tradeoff.mp4	31.23 MB
07 Dealing with Real-World Data/050 [Activity] K-Fold Cross-Validation to avoid overfitting-subtitle-en.srt	23.25 kB
07 Dealing with Real-World Data/050 [Activity] K-Fold Cross-Validation to avoid overfitting.mp4	45.87 MB
07 Dealing with Real-World Data/051 Data Cleaning and Normalization-subtitle-en.srt	16.23 kB
07 Dealing with Real-World Data/051 Data Cleaning and Normalization.mp4	31.90 MB
07 Dealing with Real-World Data/052 [Activity] Cleaning web log data-subtitle-en.srt	22.55 kB
07 Dealing with Real-World Data/052 [Activity] Cleaning web log data.mp4	60.16 MB
07 Dealing with Real-World Data/053 Normalizing numerical data-subtitle-en.srt	7.32 kB
07 Dealing with Real-World Data/053 Normalizing numerical data.mp4	19.02 MB
07 Dealing with Real-World Data/054 [Activity] Detecting outliers-subtitle-en.srt	14.65 kB
07 Dealing with Real-World Data/054 [Activity] Detecting outliers.mp4	39.04 MB
08 Apache Spark_ Machine Learning on Big Data/055 Warning about Java 9!.html	1.50 kB
08 Apache Spark_ Machine Learning on Big Data/056 [Activity] Installing Spark - Part 1-subtitle-en.srt	15.80 kB
08 Apache Spark_ Machine Learning on Big Data/056 [Activity] Installing Spark - Part 1.mp4	44.24 MB
08 Apache Spark_ Machine Learning on Big Data/057 [Activity] Installing Spark - Part 2-subtitle-en.srt	26.89 kB
08 Apache Spark_ Machine Learning on Big Data/057 [Activity] Installing Spark - Part 2.mp4	85.81 MB
08 Apache Spark_ Machine Learning on Big Data/058 Spark Introduction-subtitle-en.srt	20.12 kB
08 Apache Spark_ Machine Learning on Big Data/058 Spark Introduction.mp4	32.46 MB
08 Apache Spark_ Machine Learning on Big Data/059 Spark and the Resilient Distributed Dataset (RDD)-subtitle-en.srt	23.20 kB
08 Apache Spark_ Machine Learning on Big Data/059 Spark and the Resilient Distributed Dataset (RDD).mp4	36.41 MB
08 Apache Spark_ Machine Learning on Big Data/060 Introducing MLLib-subtitle-en.srt	10.93 kB
08 Apache Spark_ Machine Learning on Big Data/060 Introducing MLLib.mp4	26.27 MB
08 Apache Spark_ Machine Learning on Big Data/061 [Activity] Decision Trees in Spark-subtitle-en.srt	30.84 kB
08 Apache Spark_ Machine Learning on Big Data/061 [Activity] Decision Trees in Spark.mp4	88.24 MB
08 Apache Spark_ Machine Learning on Big Data/062 [Activity] K-Means Clustering in Spark-subtitle-en.srt	21.24 kB
08 Apache Spark_ Machine Learning on Big Data/062 [Activity] K-Means Clustering in Spark.mp4	62.85 MB
08 Apache Spark_ Machine Learning on Big Data/063 TF _ IDF-subtitle-en.srt	13.34 kB
08 Apache Spark_ Machine Learning on Big Data/063 TF _ IDF.mp4	32.20 MB
08 Apache Spark_ Machine Learning on Big Data/064 [Activity] Searching Wikipedia with Spark-subtitle-en.srt	14.65 kB
08 Apache Spark_ Machine Learning on Big Data/064 [Activity] Searching Wikipedia with Spark.mp4	59.76 MB
08 Apache Spark_ Machine Learning on Big Data/065 [Activity] Using the Spark 2_0 DataFrame API for MLLib-subtitle-en.srt	16.54 kB
08 Apache Spark_ Machine Learning on Big Data/065 [Activity] Using the Spark 2_0 DataFrame API for MLLib.mp4	30.53 MB
08 Apache Spark_ Machine Learning on Big Data/external_links.txt	73.00 B
09 Experimental Design/066 A_B Testing Concepts-subtitle-en.srt	19.15 kB
09 Experimental Design/066 A_B Testing Concepts.mp4	42.69 MB
09 Experimental Design/067 T-Tests and P-Values-subtitle-en.srt	12.54 kB
09 Experimental Design/067 T-Tests and P-Values.mp4	30.11 MB
09 Experimental Design/068 [Activity] Hands-on With T-Tests-subtitle-en.srt	13.01 kB
09 Experimental Design/068 [Activity] Hands-on With T-Tests.mp4	40.06 MB
09 Experimental Design/069 Determining How Long to Run an Experiment-subtitle-en.srt	7.97 kB
09 Experimental Design/069 Determining How Long to Run an Experiment.mp4	16.68 MB
09 Experimental Design/070 A_B Test Gotchas-subtitle-en.srt	20.78 kB
09 Experimental Design/070 A_B Test Gotchas.mp4	43.78 MB
10 Deep Learning and Neural Networks/071 Deep Learning Pre-Requisites-subtitle-en.srt	20.10 kB
10 Deep Learning and Neural Networks/071 Deep Learning Pre-Requisites.mp4	30.43 MB
10 Deep Learning and Neural Networks/072 The History of Artificial Neural Networks-subtitle-en.srt	19.76 kB
10 Deep Learning and Neural Networks/072 The History of Artificial Neural Networks.mp4	22.45 MB
10 Deep Learning and Neural Networks/073 [Activity] Deep Learning in the Tensorflow Playground-subtitle-en.srt	20.44 kB
10 Deep Learning and Neural Networks/073 [Activity] Deep Learning in the Tensorflow Playground.mp4	49.01 MB
10 Deep Learning and Neural Networks/074 Deep Learning Details-subtitle-en.srt	17.41 kB
10 Deep Learning and Neural Networks/074 Deep Learning Details.mp4	18.17 MB
10 Deep Learning and Neural Networks/075 Introducing Tensorflow-subtitle-en.srt	23.17 kB
10 Deep Learning and Neural Networks/075 Introducing Tensorflow.mp4	25.44 MB
10 Deep Learning and Neural Networks/076 [Activity] Using Tensorflow_ Part 1-subtitle-en.srt	16.44 kB
10 Deep Learning and Neural Networks/076 [Activity] Using Tensorflow_ Part 1.mp4	28.35 MB
10 Deep Learning and Neural Networks/077 [Activity] Using Tensorflow_ Part 2-subtitle-en.srt	22.92 kB
10 Deep Learning and Neural Networks/077 [Activity] Using Tensorflow_ Part 2.mp4	34.22 MB
10 Deep Learning and Neural Networks/078 [Activity] Introducing Keras-subtitle-en.srt	24.82 kB
10 Deep Learning and Neural Networks/078 [Activity] Introducing Keras.mp4	33.83 MB
10 Deep Learning and Neural Networks/079 [Activity] Using Keras to Predict Political Affiliations-subtitle-en.srt	21.71 kB
10 Deep Learning and Neural Networks/079 [Activity] Using Keras to Predict Political Affiliations.mp4	27.30 MB
10 Deep Learning and Neural Networks/080 Convolutional Neural Networks (CNN's)-subtitle-en.srt	20.55 kB
10 Deep Learning and Neural Networks/080 Convolutional Neural Networks (CNN's).mp4	23.99 MB
10 Deep Learning and Neural Networks/081 [Activity] Using CNN's for handwriting recognition-subtitle-en.srt	14.00 kB
10 Deep Learning and Neural Networks/081 [Activity] Using CNN's for handwriting recognition.mp4	22.43 MB
10 Deep Learning and Neural Networks/082 Recurrent Neural Networks (RNN's)-subtitle-en.srt	19.13 kB
10 Deep Learning and Neural Networks/082 Recurrent Neural Networks (RNN's).mp4	21.56 MB
10 Deep Learning and Neural Networks/083 [Activity] Using a RNN for sentiment analysis-subtitle-en.srt	17.77 kB
10 Deep Learning and Neural Networks/083 [Activity] Using a RNN for sentiment analysis.mp4	27.71 MB
10 Deep Learning and Neural Networks/084 The Ethics of Deep Learning-subtitle-en.srt	19.78 kB
10 Deep Learning and Neural Networks/084 The Ethics of Deep Learning.mp4	53.66 MB
10 Deep Learning and Neural Networks/085 Learning More about Deep Learning-subtitle-en.srt	3.27 kB
10 Deep Learning and Neural Networks/085 Learning More about Deep Learning.mp4	26.18 MB
11 Final Project/086 Your final project assignment-subtitle-en.srt	11.88 kB
11 Final Project/086 Your final project assignment.mp4	19.61 MB
11 Final Project/087 Final project review-subtitle-en.srt	15.75 kB
11 Final Project/087 Final project review.mp4	28.03 MB
12 You made it!/088 More to Explore-subtitle-en.srt	6.93 kB
12 You made it!/088 More to Explore.mp4	45.14 MB
12 You made it!/089 Don't Forget to Leave a Rating!.html	1.64 kB
12 You made it!/090 Bonus Lecture_ Discounts on my Spark and MapReduce courses!-subtitle-en.srt	4.59 kB
12 You made it!/090 Bonus Lecture_ Discounts on my Spark and MapReduce courses!.mp4	24.32 MB
12 You made it!/external_links.txt	70.00 B
Udemy Course downloader.txt	94.00 B
udemycoursedownloader.com.url	132.00 B

Description

Description
VideoScribe empowers you to create your own whiteboard-style animated videos without any design or technical know-how. All you need is a message, an idea, or something to communicate to the world. VideoScribe makes animated sketches out of the images you choose. Place text and drawings onto a canvas, add a voiceover or soundtrack – then sit back and watch your story unfold.

if you haven't been thinking about using video to market your brand now is the time , statistics say that Adding a product video on your landing page can increase conversions by 80% , and one popular tool to create those stunning Videos is called VideoScribe. My name is is abdelwahab Achoub, I’m a part time freelancer and instructor for over 18000 student in 144 countries. In this course i will be taking you through step by step tutorials that will make you able to create eye catching videos.

Over 6 chapters you will learn: