ZERO to HERO Python 3 Full Stack Masterclass 45 AI projects | SMARTYBRO
18 Jun , 2019
What Will I Learn?
Students will be able to create websites, build applications, create Artificial Intelligent learning programs that can recognize handwriting and learn while analyzing data.
Will help you get a job as a Fullstack programmer or Artificial Intelligence data scientist.
Build over 10 AI data analysis tools
Requirements
have a PC or mac. Must have desire to learn programming. HD monitor is preferred.
Description
This is the definitely the most advanced yet simple Python fullstack course online. There is no other course ANYWHERE that goes as far into Data Science and Machine learning/ Artificial Intelligence as a stand alone topic, let alone with a FULLSTACK Python course preceding the data science.
We can literally take someone with no programming experience and have them doing AI programs in about 2 weeks (or faster if they study daily). Whether you have never programmed before, already know basic syntax, or want to finally advance your skillset, this course is for you! In this course we will teach you HTML, CSS, Bootstrap, Javascript, jQuery and Python 3.
With over 170 lectures and more than 30 hours of video this course is extremely comprehensive
We cover a wide variety of topics, including:
HTML
CSS
Bootstrap (to make responsive websites fast!)
Javascript (to interact with users)
jQuery (to further interact with users using clicks and mouseovers)
Installing Python
Running Python Code
Strings
External Modules
Object Oriented Programming
Inheritance
Polymorphism
Lists
Dictionaries
Tuples
Sets
Number Data Types
Print Formatting
Functions
Scope
args/kwargs
Built-in Functions
Debugging and Error Handling
Modules
File I/O
Advanced Methods
Decorators/ Advanced Decorators
and much more!
For Data Science / Machine Learning / Artificial Intelligence
1. Machine Learning
2. Training Algorithm
3. SciKit
4. Data Preprocessing
5. Dimesionality Reduction
6. Hyperparemeter Optimization
7. Ensemble Learning
8. Sentiment Analysis
9. Regression Analysis
10.Cluster Analysis
11. Artificial Neural Networks
12. TensorFlow
13. TensorFlow Workshop
14. Convolutional Neural Networks
15. Recurrent Neural Networks
Traditional statistics and Machine Learning
1. Descriptive Statistics
2.Classical Inference Proportions
3. Classical InferenceMeans
4. Bayesian Analysis
5. Bayesian Inference Proportions
6. Bayesian Inference Means
7. Correlations
11. KNN
12. Decision Tree
13. Random Forests
14. OLS
15. Evaluating Linear Model
16. Ridge Regression
17. LASSO Regression
18. Interpolation
19. Perceptron Basic
20. Training Neural Network
21. Regression Neural Network
22. Clustering
23. Evaluating Cluster Model
24. kMeans
25. Hierarchal
26. Spectral
27. PCA
28. SVD
29. Low Dimensional
You will get lifetime access to over 180 lectures plus corresponding Notebooks for the lectures!
This course comes with a 30 day money back guarantee! If you are not satisfied in any way, you’ll get your money back.
Learn Python and AI in the easiest possible way, so you can advance your career quickly and easily.
Who is the target audience?
Beginners who have never programmed before.
People who took a programming bootcamp but are looking to apply that knowledge to build something other than very basic projects.
Intermediate Python programmers who want to understand Artificial Intelligence Programming.
Who is the target audience?
Anyone who wants to learn fullstack in Python 3 and apply it to making AI immediately. If you are a Python 3 Expert, you will still gain knowledge from the 45 projects.
Python Developers who want to get started using Machine Learning in a realistic way using numerical or image data sets.
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