Mammoth Club All levels 9 sections 97 lectures

Python and TensorFlow Data Science and Iris Speciation

Use TensorFlow to build a program to categorize irises into different species. And much more!

01
Skill level
All levels
02
Sections
9
03
Lectures
97
04
Instructor
John Bura
What's inside

This course includes.

9
Sections
97
Lectures
97
Resources
Certificate of completion
Included
Mobile and desktop access
Included
AI learning assistance
Included
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Course content

Curriculum & lectures.

6 sections · 73 lectures
+ 2020 Intro to Tensorflow 11 lectures
02. Installing Tensorflow Locked
01. Intro To Tensorflow Locked
00. Course Intro Locked
04. Linear Regression Model - Creating Dataset Locked
03. Intro To Linear Regression Locked
05. Linear Regression Model - Building The Model Locked
06. Linear Regression Model - Creating A Loss Function Locked
08. Linear Regression Model - Testing The Model Locked
07. Linear Regression Model - Training The Model Locked
09. Summary And Outro Locked
Intro to Tensorflow - Source Files Locked
+ 2020 Iris Speciation 10 lectures
00. Course Intro Locked
01. Human Vs Machine Classification Locked
02. Exploring The Dataset Locked
03. Importing And Examining The Dataset Locked
04. Graphing The Data Locked
05. Formatting The Input Data Locked
06. Building The First Model Locked
07. Building The Second, Third, And Fourth Models Locked
08. Summary And Outro Locked
2020 Iris Speciation Locked
+ 2020 Machine Learning Theory 11 lectures
00. Course Intro Locked
01. Quick Intro To Machine Learning Locked
02. Deep Dive Into Machine Learning Locked
03. Problems Solved With Machine Learning Part 1 Locked
04. Problems Solved With Machine Learning Part 2 Locked
05. Types Of Machine Learning Locked
06. How Machine Learning Works Locked
07. Common Machine Learning Structures Locked
08. Steps To Build A Machine Learning Program Locked
09. Summary And Outro Locked
Intro to Machine Learning Slides Locked
+ 2020 Numpy 11 lectures
00. Course Intro Locked
01. Intro To Numpy Locked
02. Installing Numpy Locked
03. Creating Numpy Arrays Locked
04. Creating Numpy Matrices Locked
05. Getting And Setting Numpy Elements Locked
06. Arithmetic Operations On Numpy Arrays Locked
07. Numpy Functions Part 1 Locked
08. Numpy Functions Part 2 Locked
09. Summary And Outro Locked
Source Files Locked
+ 2020 Pandas 18 lectures
00. Panda Course Introduction Locked
01. Intro To Pandas Locked
02. Installing Pandas Locked
03. Creating Pandas Series Locked
04. Date Ranges Locked
05. Getting Elements From Series Locked
08. Operations On Series Locked
06. Getting Properties Of Series Locked
07. Modifying Series Locked
09. Creating Pandas Dataframes Locked
10. Getting Elements From Dataframes Locked
11. Getting Properties From Dataframes Locked
12. Dataframe Modification Locked
13. Dataframe Operations Locked
14 Dataframe Comparisons And Iteration Locked
15. Reading Csvs Locked
16. Summary And Outro Locked
Source Files Locked
+ 2020 Pyplot 12 lectures
00. Course Intro Locked
01. Intro To Pyplot Locked
02. Installing Matplotlib Locked
03. Basic Line Plot Locked
04. Customizing Graphs Locked
05. Plotting Multiple Datasets Locked
06. Bar Chart Locked
07. Pie Chart Locked
08. Histogram Locked
Pyplot Code Locked
10. Course Outro Locked
09. 3D Plotting Locked
Description

About this course.

Master Machine Learning, PyPlot, NumPy, Pandas, Data Science, Iris Speciation with TensorFlow & Land a High Paying Job

Machine learning allows you to build more powerful, more accurate and more user friendly software that can better respond and adapt.

Many companies are integrating machine learning or have already done so, including the biggest Google, Facebook, Netflix, and Amazon.

There are many high paying machine learning jobs.

Jump into this fun and exciting course to land your next interesting and high paying job with the projects you’ll build and problems you’ll learn how to solve.

In just a matter of hours you'll have new skills with projects to back them up:

  • Deep dive into machine learning
  • Problems that machine learning solves
  • Types of machine learning
  • Common machine learning structures
  • Steps to building a machine learning model
  • Build a linear regression machine learning model with TensorFlow
  • Test and train the model
  • Python variables and operators
  • Collection types
  • Conditionals and loops
  • Functions
  • Classes and objects
  • Install and import NumPy
  • Build NumPy arrays
  • Multidimensional NumPy arrays
  • Array indexes and properties
  • NumPy functions
  • NumPy operations
  • And much more!

Add new skills to your resume in this project based course:

  • Graph data with PyPlot
  • Customize graphs
  • Build 3D graphs with PyPlot
  • Use TensorFlow to build a program to categorize irises into different species.
  • Build a classification model
  • Track data
  • Implement logic
  • Implement responsiveness
  • Build data structures
  • Replace Python lists with NumPy arrays
  • Build and use NumPy arrays
  • Use common array functions
  • Use Pandas series
  • Use Pandas Date Ranges
  • Use Pandas DataFrames
  • Read CSVs with Pandas
  • Install and import Pandas
  • Build Pandas Series and DataFrames
  • Get elements from a Series
  • Get properties from a series
  • Modify series
  • Series operations
  • Series comparisons and iteration
  • And much more!

Machine learning is quickly becoming a required skill for every software developer.

Enroll now to learn everything you need to know to get up to speed, whether you're a developer or aspiring data scientist. This is the course for you.

Your complete Python course for image recognition, data analysis, data visualization and more.

Reviews On Our Python Courses:

  • "I know enough Python to be dangerous. Most of the ML classes are so abstract and theoretical that no learning happens. This is the first class where we use concrete examples that I can relate to and allow me to learn. Absolutely love this course!" - Mary T.
  • "Yes, this is an amazing start. For someone new in python this is a very simple boot course. I am able to relate to my earlier programming experience with ease!" - Gajendran C.
  • "Clear and concise information" - Paul B.
  • "Easy to understand and very clear explanations. So far so good!!!" - Alejandro M.

All source code is included for each project.

Don't miss out! Sign up to join the community.

Instructors

Taught by people who ship.

John Bura

John Bura

Founder and CEO of Mammoth Club and Course Pro, the #1 AI-powered Learning Management System for course and content development, training and evaluation.

Bundled items.

1 courses

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Use TensorFlow to build a program to categorize irises into different species. And much more!

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