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Udemy - Deep Learning ANN: Artificial Neural Networks with Python

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4.44 GB

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80a8b03237776d9891132f6ffc5f99d92e20ff76

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[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/01 Introduction to the Course/001 Introduction to the Deep Neural Networks.en.srt	13.70 kB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/01 Introduction to the Course/001 Introduction to the Deep Neural Networks.mp4	53.40 MB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/01 Introduction to the Course/002 Why Deep learning Networks (DNN).en.srt	8.68 kB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/01 Introduction to the Course/002 Why Deep learning Networks (DNN).mp4	24.07 MB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/01 Introduction to the Course/003 Feedbacks and Review.en.srt	2.50 kB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/01 Introduction to the Course/003 Feedbacks and Review.mp4	28.74 MB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/01 Introduction to the Course/004 Link to the Python codes for the projects and the data.html	2.08 kB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/02 Introduction to Machine Learning/005 Introduction to Machine Learning, Learning Process and Supervised Learning.en.srt	18.93 kB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/02 Introduction to Machine Learning/005 Introduction to Machine Learning, Learning Process and Supervised Learning.mp4	151.70 MB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/02 Introduction to Machine Learning/006 UnSupervised Learning and Reinforcement Learning.en.srt	10.44 kB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/02 Introduction to Machine Learning/006 UnSupervised Learning and Reinforcement Learning.mp4	60.83 MB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/02 Introduction to Machine Learning/007 History and Future of Machine Learning.en.srt	15.68 kB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/02 Introduction to Machine Learning/007 History and Future of Machine Learning.mp4	123.00 MB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/02 Introduction to Machine Learning/008 Dataset, Label and Features.en.srt	17.85 kB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/02 Introduction to Machine Learning/008 Dataset, Label and Features.mp4	109.78 MB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/02 Introduction to Machine Learning/009 Training Data,Testing Data and Outliers.en.srt	7.98 kB
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[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/02 Introduction to Machine Learning/010 Machine Learning Model.en.srt	8.25 kB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/02 Introduction to Machine Learning/010 Machine Learning Model.mp4	70.28 MB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/02 Introduction to Machine Learning/011 Difference between Classification and Regression.en.srt	9.10 kB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/02 Introduction to Machine Learning/011 Difference between Classification and Regression.mp4	61.04 MB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/02 Introduction to Machine Learning/012 Function, Parameters and Hyperparameters.en.srt	9.90 kB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/02 Introduction to Machine Learning/012 Function, Parameters and Hyperparameters.mp4	81.79 MB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/02 Introduction to Machine Learning/013 Model Training, Cost, Error, Loss, Risk and Accuracy.en.srt	12.37 kB
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[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/02 Introduction to Machine Learning/014 Optimization.mp4	62.65 MB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/02 Introduction to Machine Learning/015 Overfitting, Underfitting and Just Right Optimum (Part 1).en.srt	6.09 kB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/02 Introduction to Machine Learning/015 Overfitting, Underfitting and Just Right Optimum (Part 1).mp4	43.77 MB
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[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/02 Introduction to Machine Learning/016 Overfitting, Underfitting and Just Right Optimum (Part 2).mp4	20.84 MB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/02 Introduction to Machine Learning/017 Validation and Cross Validation,Generalization,Data Snooping,Validation Set.en.srt	12.74 kB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/02 Introduction to Machine Learning/017 Validation and Cross Validation,Generalization,Data Snooping,Validation Set.mp4	94.42 MB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/02 Introduction to Machine Learning/018 Probability Distributions and Curse of Dimensionlity.en.srt	9.28 kB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/02 Introduction to Machine Learning/018 Probability Distributions and Curse of Dimensionlity.mp4	93.83 MB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/02 Introduction to Machine Learning/019 Small Sample Size problems,One Shot Learning.en.srt	7.02 kB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/02 Introduction to Machine Learning/019 Small Sample Size problems,One Shot Learning.mp4	39.13 MB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/02 Introduction to Machine Learning/020 Importance of Data in Machine Learning,Data Encoding and Preprocessing.en.srt	16.28 kB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/02 Introduction to Machine Learning/020 Importance of Data in Machine Learning,Data Encoding and Preprocessing.mp4	112.65 MB
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[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/03 Introduction to Python/022 Introduction to Python.en.srt	4.31 kB
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[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/03 Introduction to Python/023 Introduction to IDE,Hello World.en.srt	9.89 kB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/03 Introduction to Python/023 Introduction to IDE,Hello World.mp4	40.34 MB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/03 Introduction to Python/024 Introduction to Data Type, Numbers.en.srt	6.98 kB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/03 Introduction to Python/024 Introduction to Data Type, Numbers.mp4	31.25 MB
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[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/03 Introduction to Python/029 Lists(Indexing,Slicing-Built in Lists Functions).mp4	136.05 MB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/03 Introduction to Python/030 Lists(Copying a List).en.srt	4.78 kB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/03 Introduction to Python/030 Lists(Copying a List).mp4	27.54 MB
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[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/03 Introduction to Python/031 Tuples(Indexing,Slicing,Built in Tuple Functions).mp4	26.00 MB
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[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/03 Introduction to Python/034 Logical Operator,Decision Making,For Loops,While Loops,Functions.en.srt	9.71 kB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/03 Introduction to Python/034 Logical Operator,Decision Making,For Loops,While Loops,Functions.mp4	30.47 MB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/03 Introduction to Python/035 Logical Operator,Decision Making,For Loops,While Loops,List Comprehension.en.srt	18.79 kB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/03 Introduction to Python/035 Logical Operator,Decision Making,For Loops,While Loops,List Comprehension.mp4	74.37 MB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/03 Introduction to Python/036 Functions.en.srt	12.14 kB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/03 Introduction to Python/036 Functions.mp4	48.19 MB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/03 Introduction to Python/037 Calculator Project.en.srt	18.39 kB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/03 Introduction to Python/037 Calculator Project.mp4	100.41 MB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/04 Deep Neural Networks and Deep Learning Basics/038 Introduction to Artificial Neural Networks.en.srt	10.72 kB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/04 Deep Neural Networks and Deep Learning Basics/038 Introduction to Artificial Neural Networks.mp4	89.05 MB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/04 Deep Neural Networks and Deep Learning Basics/039 Neuron and Perceptron.en.srt	12.80 kB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/04 Deep Neural Networks and Deep Learning Basics/039 Neuron and Perceptron.mp4	75.74 MB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/04 Deep Neural Networks and Deep Learning Basics/040 Deep Neural Network Architecture.en.srt	9.39 kB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/04 Deep Neural Networks and Deep Learning Basics/040 Deep Neural Network Architecture.mp4	43.13 MB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/04 Deep Neural Networks and Deep Learning Basics/041 FeedForward fully Connected MLP.en.srt	5.61 kB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/04 Deep Neural Networks and Deep Learning Basics/041 FeedForward fully Connected MLP.mp4	26.91 MB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/04 Deep Neural Networks and Deep Learning Basics/042 Calculating Number of weights of DNN.en.srt	7.28 kB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/04 Deep Neural Networks and Deep Learning Basics/042 Calculating Number of weights of DNN.mp4	35.66 MB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/04 Deep Neural Networks and Deep Learning Basics/043 Number Of Neurons Vs Number Of Layers.en.srt	10.85 kB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/04 Deep Neural Networks and Deep Learning Basics/043 Number Of Neurons Vs Number Of Layers.mp4	35.45 MB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/04 Deep Neural Networks and Deep Learning Basics/044 Discriminative Vs Generative Learning.en.srt	6.07 kB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/04 Deep Neural Networks and Deep Learning Basics/044 Discriminative Vs Generative Learning.mp4	41.07 MB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/04 Deep Neural Networks and Deep Learning Basics/045 Universal Approximation Theorem.en.srt	7.51 kB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/04 Deep Neural Networks and Deep Learning Basics/045 Universal Approximation Theorem.mp4	53.38 MB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/04 Deep Neural Networks and Deep Learning Basics/046 Why Depth.en.srt	5.16 kB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/04 Deep Neural Networks and Deep Learning Basics/046 Why Depth.mp4	23.94 MB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/04 Deep Neural Networks and Deep Learning Basics/047 Decision Boundary in DNN.en.srt	6.51 kB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/04 Deep Neural Networks and Deep Learning Basics/047 Decision Boundary in DNN.mp4	38.31 MB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/04 Deep Neural Networks and Deep Learning Basics/048 Bias Term.en.srt	6.26 kB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/04 Deep Neural Networks and Deep Learning Basics/048 Bias Term.mp4	44.41 MB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/04 Deep Neural Networks and Deep Learning Basics/049 The Activation Function.en.srt	9.28 kB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/04 Deep Neural Networks and Deep Learning Basics/049 The Activation Function.mp4	40.04 MB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/04 Deep Neural Networks and Deep Learning Basics/050 DNN Training Parameters.en.srt	12.82 kB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/04 Deep Neural Networks and Deep Learning Basics/050 DNN Training Parameters.mp4	55.82 MB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/04 Deep Neural Networks and Deep Learning Basics/051 Gradient Descent.en.srt	9.62 kB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/04 Deep Neural Networks and Deep Learning Basics/051 Gradient Descent.mp4	42.70 MB
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[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/04 Deep Neural Networks and Deep Learning Basics/052 Backpropagation.mp4	58.76 MB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/04 Deep Neural Networks and Deep Learning Basics/053 Training DNN Animantion.en.srt	4.31 kB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/04 Deep Neural Networks and Deep Learning Basics/053 Training DNN Animantion.mp4	48.93 MB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/04 Deep Neural Networks and Deep Learning Basics/054 Weigth Initialization.en.srt	11.89 kB
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[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/04 Deep Neural Networks and Deep Learning Basics/055 Batch MiniBatch Stocastic.en.srt	10.55 kB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/04 Deep Neural Networks and Deep Learning Basics/055 Batch MiniBatch Stocastic.mp4	56.45 MB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/04 Deep Neural Networks and Deep Learning Basics/056 Batch Normalization.en.srt	6.63 kB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/04 Deep Neural Networks and Deep Learning Basics/056 Batch Normalization.mp4	35.42 MB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/04 Deep Neural Networks and Deep Learning Basics/057 Rprop Momentum.en.srt	15.58 kB
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[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/04 Deep Neural Networks and Deep Learning Basics/058 convergence Animation.en.srt	4.31 kB
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[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/04 Deep Neural Networks and Deep Learning Basics/059 Drop Out Early Stopping Hyperparameters.en.srt	16.83 kB
[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/04 Deep Neural Networks and Deep Learning Basics/059 Drop Out Early Stopping Hyperparameters.mp4	80.14 MB
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[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/05 Python for Data Science/061 NumPy Pandas and Matplotlib (Part 1).en.srt	10.05 kB
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[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/06 Implementation of DNN for COVID 19 Analysis/069 COVID19 Data Analysis.en.srt	18.75 kB
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[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/06 Implementation of DNN for COVID 19 Analysis/070 COVID19 Regression with TensorFlow.mp4	183.20 MB
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[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/07 Optional Course for Maths behind DNN/072 Understanding Gradient Decsent.en.srt	9.91 kB
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[TutsNode.com] - Deep Learning ANN Artificial Neural Networks with Python/07 Optional Course for Maths behind DNN/073 Understanding Gradient Decsent.mp4	107.20 MB

Description

Description

Are you ready to start your path to becoming a Deep Learning expert!

Are you ready to train your machine like a father teaches his son!

There are lots of courses and lectures out there regarding DNNs. This course is different!

This course is truly step-by-step. In every new tutorial, we build on what had already learned and move one extra step forward, and then we assign you a small task that is solved at the beginning of the next video.

We start by teaching the theoretical part of the concept, and then we implement everything as it is practically using Python.

This comprehensive course will be your guide to learning how to use the power of Python to train your machine such that your machine starts learning just like humans, and based on that learning, and your machine starts making predictions as well!

We’ll be using Python as a programming language in this course, which is the hottest language nowadays if we talk about machine leaning. Python will be taught from elementary level up to an advanced level so that any machine learning concept can be implemented.

We’ll also learn various steps of data preprocessing, which allows us to make data ready for machine learning algorithms.

We’ll learn all general concepts of machine learning overall, which will be followed by the implementation of one of the essential ML algorithms, “Deep Neural Networks.” Each concept of DNNs will be taught theoretically and will be implemented using Python.

Machine learning has been ranked as one of the hottest jobs on Glassdoor, and the average salary of a machine learning engineer is over $110,000 in the United States, according to Indeed! Machine Learning is a rewarding career that allows you to solve some of the world’s most interesting problems!

This course is designed for both beginners with some programming experience or even those who know nothing about ML and DNNs!

This comprehensive course is comparable to other Machine Learning courses that usually cost thousands of dollars, but now you can learn all that information at a fraction of the cost! With over 11 hours of HD video lectures that are divided into over 60 videos and detailed code notebooks for every address this is one of the most comprehensive courses for Deep Neural Networks and machine learning on Udemy!

One important thing to note is that in our course, we’ll be using a data set of COVID19(coronavirus). This is the hottest issue right now around the globe, and our course will tell you how you can deal with such a situation when the whole world is under the attack of the coronavirus. How can Machine/Deep learning help you out?

There is an optional part of the course in which we have explained the mathematics behind DNNs. Those students who are not interested in knowing maths of DNN can leave this part but still get enough knowledge of DNNs.

Those students who want to go the extra mile, they can take this optional part of the course that contains pure mathematics. Other than this optional part, the whole course is free of hardcore mathematics.

We’ll teach you how to program with Python, how to use it for data preprocessing and DNNs! Here are just a few of the topics that we will be learning:

Programming with Python
NumPy with Python for array handling
Using pandas Data Frames to handle Excel Files
Use matplotlib for data visualizations.
Data Preprocessing
Machine Learning concepts, including Model fitting, Overfitting, Model Validation, Data snooping, Data encoding and DNNs with TensorFlow
DNNs from absolute scratch using NumPy
Implementing DNNs on different data sets
How can we use DNN to fight the coronavirus and save the worldand much, much more!

Enroll in the course and become a data scientist today!
Who this course is for:

This course is for someone who does not know any maths and those who does not even want to know the maths behind DNN
This course is for you if you are tired of Machine/Deep Learning courses that are too complicated and expensive
This course is for someone who is also interested in mathematics behind DNNs (optional part)
This course is for you if you want to make a predictive analysis model using Python
This course is for you if you want to learn Python by doing
This course is for someone who is absolute beginner or have very little idea of machine learning

Requirements

No prior knowledge or experience needed. Only a passion to be successful!
Everything will be explained from absolutely beginning to very advanced level.

Last Updated 3/2021