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Courses>Data Science>Hands-On Neural Networks​: Build Machine Learning Models​
DevelopmentHands-On Neural Networks​: Build Machine Learning Models​
Price:Paid
Length:7 hours
Content type:video
level:beginner
Updated:21 February 2024
Published:21 August 2022
Similar courses
Opportunities
Courses>Data Science>Hands-On Neural Networks​: Build Machine Learning Models​
Hands-On Neural Networks​: Build Machine Learning Models​
4.0 (159.0)
7 hours
159 students
What you will learn
1Learn how to code in Python, a popular coding language used for websites like YouTube and Instagram.
2Learn TensorFlow and how to build models of linear regression.
3Make an image recognition model with CIFAR.
4Make an app with Python that uses data to predict the stock market.
Target audiences
1Topics involve intermediate math, so familiarity with university-level math is very helpful
Requirements
1PyCharm Community Edition 2017.2
FAQ
You can view and review the lecture materials indefinitely, like an on-demand channel.
Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don't have an internet connection, some instructors also let their students download course lectures. That's up to the instructor though, so make sure you get on their good side!
Description

Build 2 complete projects start to finish -- with each step explained thoroughly by instructor Nimish Narang from Mammoth Interactive.

Hands-On Neural Networks: Build Machine Learning Models was funded by a #1 project on Kickstarter

Nimish is our cross-platform developer and has created over 20 other courses specializing in machine learning, Java, Android, SpriteKit, iOS and Core Image for Mammoth Interactive. When he's not developing, Nimish likes to play guitar, go to the gym and laze around at the beach. 

Project #1 -- Learn to construct a model for credit card fraud detection. Our model will take in a list of transactions, some fraudulent and some legitimate. It will output the percentage at which it can calculate fraudulence and legitimacy, how accurate it is. We will also modify the model so that it output whether a specific transaction is fraudulent or legitimate if we pass them in one by one.

We will explore a dataset so that you fully understand it, and we will work on it. It's actually pretty hard to find a dataset of fraudulent/legitimate credit card transactions, but we at Mammoth Interactive have found everything for you and curated a step by step curriculum so that you can build alongside us.

We will manipulate the dataset so that it will be easy to feed into our model. We will build a computational graph with nodes and functions to run input through the mini neural network.

Machine Learning Projects Using Tensorflow -- Mammoth Interactive

Project #2 -- Learn to build a simple stock market prediction model that will predict whether the price stock will go up or down the next morning based on the amount of volume exchange for a given day

Any kind of global event can completely affect how stock prices fluctuate. As such we will build a simple model that only take in the volume exchange for a particular day and will only be used for day trading -- choosing whether to buy or sell at the end of the day. It is short term prediction.

We will NOT build a huge neural network that takes in thousands of data points and hours to train. We will build a simple model for you to expand upon. You will learn how to go through building a Tensorflow project and how you would get started with a stock prediction task.

You will get a solid base that you can expand upon. We will take previous stock data from the Investing site. Included are 8 CSV sheets for you to use to train and test your model for four different stocks.

Enroll now in Hands-On Neural Networks: Build Machine Learning Models with Mammoth Interactive

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Opportunities
Make the most out of your online education
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Careertail
Courses>Data Science>Hands-On Neural Networks​: Build Machine Learning Models​
DevelopmentHands-On Neural Networks​: Build Machine Learning Models​
Price:Paid
Length:7 hours
Content type:video
level:beginner
Updated:21 February 2024
Published:21 August 2022
Similar courses
Opportunities
Courses>Data Science>Hands-On Neural Networks​: Build Machine Learning Models​
Hands-On Neural Networks​: Build Machine Learning Models​
4.0 (159.0)
7 hours
159 students
What you will learn
1Learn how to code in Python, a popular coding language used for websites like YouTube and Instagram.
2Learn TensorFlow and how to build models of linear regression.
3Make an image recognition model with CIFAR.
4Make an app with Python that uses data to predict the stock market.
Target audiences
1Topics involve intermediate math, so familiarity with university-level math is very helpful
Requirements
1PyCharm Community Edition 2017.2
FAQ
You can view and review the lecture materials indefinitely, like an on-demand channel.
Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don't have an internet connection, some instructors also let their students download course lectures. That's up to the instructor though, so make sure you get on their good side!
Description

Build 2 complete projects start to finish -- with each step explained thoroughly by instructor Nimish Narang from Mammoth Interactive.

Hands-On Neural Networks: Build Machine Learning Models was funded by a #1 project on Kickstarter

Nimish is our cross-platform developer and has created over 20 other courses specializing in machine learning, Java, Android, SpriteKit, iOS and Core Image for Mammoth Interactive. When he's not developing, Nimish likes to play guitar, go to the gym and laze around at the beach. 

Project #1 -- Learn to construct a model for credit card fraud detection. Our model will take in a list of transactions, some fraudulent and some legitimate. It will output the percentage at which it can calculate fraudulence and legitimacy, how accurate it is. We will also modify the model so that it output whether a specific transaction is fraudulent or legitimate if we pass them in one by one.

We will explore a dataset so that you fully understand it, and we will work on it. It's actually pretty hard to find a dataset of fraudulent/legitimate credit card transactions, but we at Mammoth Interactive have found everything for you and curated a step by step curriculum so that you can build alongside us.

We will manipulate the dataset so that it will be easy to feed into our model. We will build a computational graph with nodes and functions to run input through the mini neural network.

Machine Learning Projects Using Tensorflow -- Mammoth Interactive

Project #2 -- Learn to build a simple stock market prediction model that will predict whether the price stock will go up or down the next morning based on the amount of volume exchange for a given day

Any kind of global event can completely affect how stock prices fluctuate. As such we will build a simple model that only take in the volume exchange for a particular day and will only be used for day trading -- choosing whether to buy or sell at the end of the day. It is short term prediction.

We will NOT build a huge neural network that takes in thousands of data points and hours to train. We will build a simple model for you to expand upon. You will learn how to go through building a Tensorflow project and how you would get started with a stock prediction task.

You will get a solid base that you can expand upon. We will take previous stock data from the Investing site. Included are 8 CSV sheets for you to use to train and test your model for four different stocks.

Enroll now in Hands-On Neural Networks: Build Machine Learning Models with Mammoth Interactive

Similar courses
Opportunities
Make the most out of your online education
Careertail
Copyright © 2021 Careertail.
All rights reserved
Quick Links
Get StartedLog InAbout UsCourses
Company
BlogContactsPrivacy PolicyCookie PolicyTerms and Conditions
Stay up to date
Trustpilot