Mô tả

  • "great teacher and great course! learned so much"

  • "The instructor is well paced and the material is spot on."

  • +FREE gift! Learn to use Python Artificial Intelligence for data science. Learn predictive modeling & linear regression!

This course was funded by a #1 project on Kickstarter

Do you want to learn how to use Artificial Intelligence (AI) for automation? Join us in this course for beginners to automating tasks. 

You will learn how to code in Python, calculate linear regression with TensorFlow, analyze credit card fraud and make a stock market prediction app. 

AI is code that mimics certain tasks. You can use AI to predict trends like the stock market. Automating tasks has exploded in popularity since TensorFlow became available to the public.

AI like TensorFlow is great for automated tasks including facial recognition. One farmer used the machine model to pick cucumbers!

Included in this course is material for beginners to get comfortable with the interfaces. Please note that we reuse this content in similar courses because it is introductory material. You can find some material in this course in the following related courses:

  • Fraud Detection with Python, TensorFlow & Linear Regression

  • Make an Artificial Intelligence Stock Market Prediction App 

  • The Complete Unity and Artificial Intelligence Masterclass

  • The Ultimate Unity Games & Python Artificial Intelligence

Bonus

Also included is the webinar How To Master Anything by Mammoth Interactive founder John Bura. 

Reviews

I really like the approach the presenter takes – not just the technical details, but also the very human, personal development information and recommendations he provides.

The instructor is very good at teaching. He teaches at a great pace and covers anything a beginner would need to understand (every little detail). I am already learning a lot and I just started yesterday.

Enroll right now to join the Mammoth community

Bạn sẽ học được gì

Learn how to code in Python, a popular coding language used for websites like YouTube and Instagram.

Learn TensorFlow and how to build models of linear regression

Make a Credit Card Fraud Detection Model in Python. Learn how to keep your data safe!

Make an app with Python that uses data to predict the stock market.

Yêu cầu

  • Please download PyCharm Community Edition 2017.2.3.

Nội dung khoá học

6 sections

Introduction

1 lectures
What is Python Artificial Intelligence?
05:00

Fundamentals of Python

8 lectures
Installing Python and PyCharm
05:18
How to use PyCharm
05:16
Introduction and Variables
11:49
Multivalue Variables
23:15
Control Flow
29:08
Functions
14:19
Classes and Wrapup
40:52
Source Code
00:02

Fundamentals of TensorFlow

10 lectures
Installing TensorFlow
00:40
FAQ: Help with TensorFlow Installation
00:10
Introduction and Setup
04:11
What is TensorFlow?
13:28
Constant and Operation Nodes
14:26
Placeholder Nodes
11:06
Variable Nodes
08:22
How to Create a Regression Model
05:48
Building Linear Regression
24:18
Source Code
00:02

Fraud Detection (Credit Card)

11 lectures
Introduction to Fraud Detection
05:14
New Location to Download Dataset
00:09
Project Overview
03:29
Introducing a Dataset
08:50
Building Training: Testing Datasets
15:16
Eliminating Dataset Bias
08:43
Building a Computational Graph
13:09
Building Functions to Connect Graph
14:48
Training the Model
14:04
Testing the Model
20:50
Source Code
00:02

Stock Market Prediction (Project)

10 lectures
Introduction to Stock Market Prediction
04:22
Project Overview
07:13
Understanding Datasets
07:43
Importing and Formatting Data
15:48
Calculating Price Differences
07:53
Building a Computational Graph
09:10
Training a Model
15:10
Testing Model Accuracy
12:13
Summary and Outro
09:15
Source Code
00:02

Free $200 Webinar

2 lectures
Please rate this course
00:18
Bonus Lecture: Free $200 Webinar
00:06

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