TensorFlow

Formal, Natural/Pure and Applied sciences

• My projects portfolio

• Developing a Web Dashboard for analyzing Amazon's Laptop sales data

• Try the App at http://dashboard.sinfronteras.ws

• Github repository: https://github.com/adeloaleman/AmazonLaptopsDashboard

• eComerce Web Application for an optical glasses retailer

• Visit the Web App at http://www.vglens.sinfronteras.ws

• This Application was developed using Python-Django Web framework

• Web App - Clone of Twitter

• Visit the Web App at http://62.171.143.243

• Github repository: https://github.com/adeloaleman/WebApp-CloneOfTwitter

• This Application was developed using:

• Back-end: Node.js (Express) (TypeScript)

• Front-end: React (TypeScript)

• Supervised Machine Learning for Fake News Detection

• Visit the Web App at http://fakenewsdetector.sinfronteras.ws

• Github repository https://github.com/adeloaleman/RFakeNewsDetector

• Social Media Sentiment Analysis using Twitter Data

• Java Desktop App - Zoo Management System

• In this project, we have created a GUI Java (Swing) Application for a Zoo Management System.

• You can try the application by downloading the Java Jar file from this link: http://wiki.sinfronteras.ws/images/2/27/ZooManagementSystem.jar

• Github repository: https://github.com/adeloaleman/JavaDesktopApp-ZooManagementSystem

• Java Desktop App - Stock Market Simulator

• In this project, we have created a GUI Java (Swing) Application that simulates a trading day of a simplified model of a stock market.

• You can try the application by downloading the Java Jar file from this link: http://wiki.sinfronteras.ws/images/0/00/SMSimulator.jar

• Github repository: https://github.com/adeloaleman/JavaDesktopApp-StockMarketSimulator

• Web App - Library Management System

• Automatic backup in the cloud using shell scripting

• Seismic Wave Propagation Modelling

• Computer Science and IT

• Programming and Software Development

• Some of the languages I have worked with:

• Python

• Python for Data Science

• Django

• FastAPI

• Dash - Plotly

• Manim

• JavaScript

• React

• Node.js - Express.js

• HTML & CSS

• Java

• Java GUI Programming

• SQL

• Shell Scripting

• R

• PHP

• C

• Multi-Paradigm Programming and Scripting

• Object-Oriented Concepts and Constructs

• SOLID Principles

• Class vs Object vs Instance

• Methods

• Variables

• Modifiers

• Four fundamental OOP concepts

• Encapsulation

• Inheritance

• Polymorphism

• Abstraction

• Nested classes

• Upcasting - Downcasting

• Errors and Exceptions

• Passing Object References

• Connecting to a MySQL database using Java

• Threads

• Serialization

• Object Orientation with Design Patterns

• Creational Patterns

• Singleton Pattern

• Factory Pattern

• Abstract Factory Pattern

• Builder Pattern

• Prototype Pattern

• Structural Patterns

• Adapter Pattern

• Facade Pattern

• Proxy pattern

• Decorator Pattern

• Behavioural Patterns

• Chain of Responsibility Pattern

• Command Pattern

• Iterator Pattern

• Observer Pattern

• Mediator Pattern

• Data Access Patterns

• Data Access Object Pattern

• Model-View-Controller MVC

• Data Structures & Algorithms

• Analysis of algorithms

• The Stack Data Structure

• The Queue Data Structure

• The Array Data Structure

• The List Data Structure

• The Linked List Data Structure

• The Tree Data Structure

• Recursion vs Iteration

• Bubble and Insertion Sort

• Web Development

• HTML

• CSS

• Django

• FastAPI

• JavaScript

• React

• React_2

• Node.js - Express.js

• Dash - Plotly

• PHP

• Ruby on Rails

• Web server

• Web mapping

• HTML presentation with Reveal.js

• Excelentes diseños de WebSites

• Mobile Development

• Native vs Hybrid Frameworks

• Cordova - PhoneGap

• Ionic and Capacitor

• Systems Analysis & Design

• Universal design

• GitHub

• Data Science

• OpenAI - ChatGPT

• Descriptive Data Analysis

• Correlation & Simple and Multiple Regression

• Naive Bayes

• Decision Trees

• K-Nearest Neighbour

• Boosting

• Perceptrons - Neural Networks and Support Vector Machines

• Association Rules - Market Basket Analysis

• Clustering

• Time Series Analysis

• Model Evaluation

• Text Analytics

• Information Retrieval

• Natural Language Processing

• Python for Data Science

• NumPy and Pandas

• Data Visualization with Python

• Pandas Built-in Data Visualization

• Matplotlib

• Seaborn

• Plotly and Cufflinks

• Word cloud

• Text Analytics in Python

• Dash - Plotly

• RapidMiner

• Power BI

• Jupyter

• Big Data Integration

• ML Songwriting

• Other qualifications in IT

• Databases

• Database design

• Conceptual design

• Entity relationship modelling

• The Enhanced Entity-Relation Model

• Logical design

• Relational Model

• Normalisation

• RDBMS

• MySQL

• Backup and Restore MySQL/MariaDB Databases

• Import a CSV file into a MySQL database

• Reset the MySQL/MariaDB Password

• Authentication and Authorization

• SQL Practice Labs

• Stored Procedures

• Stored Functions

• Triggers

• Events

• Cursors

• Transactions

• Exception Handling

• PostgreSQL

• GUI DB administration tools

• MySQL Workbench

• SQLectron

• Cloud Computing

• AWS

• Google Cloud

• Operating Systems

• Linux

• Shell Scripting

• Networking

• Network Simulation using PacketTracer

• Docker

• Integration and automation of business apps

• Other IT pages

• Google

• Mi Computadora - Phone

• Physics and Mathematics

• Physics

• https://www.youtube.com/watch?v=M22MEShcyx8

• https://www.youtube.com/watch?v=tfSMcDqnh00&t=2061s

• https://www.youtube.com/watch?v=NrjFE_Rd2OQ&t=81s

• https://www.youtube.com/watch?v=e5_V78SWGF0

• Mathematics

• Geophysics

• Modelado sísmico

• Trading

Social sciences and Humanities

• Filosofía

• Historia

• La Révolution Cubana

• La Revolución Rusa

• Independencia de Venezuela

• La Révolution Française

• Cristianismo

• Judaísmo

• The big bang theory

• Origin and evolution of Homo sapiens

• Literatura

• Geopolitics

• Lideres

• Marx

• Che

• Fidel

• Chávez

• Ali

• Silvio

• Facundo

• Rubén

• Mohamed Ali

• Computational Modeling of Social and Political Systems

• Archivo - Discursos - Debates - Frases

Música

• Composición

• Guitarra - Bajo

• Salsa

• Video management

• Canciones - Films - Books

Base

• Mis páginas

• Página base

• Sidebar

• Desktop

• Timeline

• CV

Important resources

• https://github.com/adeloaleman

• https://app.grammarly.com

• https://www.office.com

• My Wikipedia Sandbox https://en.wikipedia.org/wiki/User:Adeloaleman/sandbox

• Jupyter Notebook https://colab.research.google.com

• Online IDE https://repl.it

• Online Web IDE https://jsfiddle.net

• Download video from youtube https://en1.savefrom.net/2ol/

• Mapas

Carrera

• CV

• CV - Skills and Qualifications

• CV - Skills and Qualifications_1

• CV - Work experience

• CV - Education

• CV - Courses

• CV - Publications

• CV - Languages

• CV - Interests

• Job search

• Entrevista

• Mis proyectos

Here will be inserted the title...

Here will be inserted the table...

MediaWiki help

• Special:SpecialPages

• Special:Upload

• CSS & JS - MediaWiki:Common.*

• MediaWiki:Common.css

• MediaWiki:Common.js

• MW Manual:CSS

• Sandbox

• Página de pruebas

• Página de pruebas 2

• Página de pruebas 3

• Página de pruebas 4

• Some HTML/Wiki tags

</blockquote>

<nowiki> Command text </nowiki>

• Text align

<div style="text-align:left">Text</div>

• Figures

• Insertar figuras

Special:Upload

[[File:.jpg|950px|thumb|center|Título]]

• Numbered figures

<figure id="fig:nombre">
[[File:Text_classification1.png|600px|thumb|center|
<caption>Supervised Learning...</caption>
]]
</figure>

In <xr id="fig:nombre" /> we show...

• MW Tables

• MW Help Tables

• Excel2Wiki

• Tablas centradas:

{| class="wikitable" style="width: 20px; height: 20px; margin: 0 auto;"

• Vertial align:

|- style="vertical-align:top;"

• Tablas con líneas tranparentes y 100% width:

{| style="border-spacing: 2px; width: 100%;"

• Collapsible sections

• My MediaWiki help#Collapsible elements

<div class="mw-collapsible mw-collapsed" data-expandtext="+/-" data-collapsetext="+/-">
Título
<div class="mw-collapsible-content">
* Punto uno
* ...
</div>
</div>

• Hidden content

<div class="oculto mw-collapsible mw-collapsed" data-expandtext="Expand hidden content" data-collapsetext="Collapse hidden content">

• Syntax highlighting code

<syntaxhighlight lang="html"> < /syntaxhighlight>

Supported Languages

• Icons (Font Awesome 5/4 - Bootstrap - Google)

<i class="fa fa-envelope"></i>

• MW Sidebar

• MediaWiki:Sidebar

• My MW Sidebar

• MW Visitor Sidebar

• MediaWiki:CustomNavBlocks

• MediaWiki:MiSidebar

• MediaWiki:Anon sidebar

1 2 3 All

Working on - Mis_páginas	Another	Another
Data science All the Python for data science .ipynb Descriptive Data Analysis Second example of Kurtosis Data Science Programming StockMarketSimulator-Java1 code StockMarketSimulator-Python code Web development example1 code ---- ZooManagementSystem Class diagram ZooManagementSystem-Java1 code ZooManagementSystem-Python1 code Object-Oriented_Concepts_and_Constructs JavaScript & React Database BookDB implementation example (.ipynb) ---- LaboratoryDB design and implementation example Databases	Level2 Level3 Level4 Level5 Level5	Level2 Level3 Level4 Level5 Level5

TensorFlow is an open-source software library developed by Google for machine learning and artificial intelligence. It was first released in 2015. TensorFlow is primarily designed for deep learning, and usually referred to as a library for deep learning, but it can also be used for traditional machine learning tasks.

It supports a variety of programming languages, including Python, C++, and Java, and can be used for a range of machine learning tasks, including image and speech recognition, natural language processing, and predictive analytics.

• https://www.tensorflow.org/learn
• https://github.com/tensorflow/tensorflow

Other learning materials apart from https://www.tensorflow.org/learn include:

• Coursera: DeepLearning.AI TensorFlow Developer Professional Certificate: (Recommended on https://www.tensorflow.org/certificate)

https://www.coursera.org/professional-certificates/tensorflow-in-practice

https://github.com/golamSaroar/tensorflow-in-practice-specialization

• Udacity: Intro to TensorFlow for Deep Learning: (Recommended on https://www.tensorflow.org/certificate)

https://www.udacity.com/course/intro-to-tensorflow-for-deep-learning--ud187

• Udemy: TensorFlow Developer Certificate in 2023: Zero to Mastery

https://www.udemy.com/course/tensorflow-developer-certificate-machine-learning-zero-to-mastery/

TensorFlow certification:
https://www.tensorflow.org/certificate

Before you take the exam, please review our Candidate Handbook: https://www.tensorflow.org/static/extras/cert/TF_Certificate_Candidate_Handbook.pdf

Google provides a certification program for TensorFlow called the "TensorFlow Developer Certificate". This certification program is designed to test and validate your knowledge and skills in developing and deploying TensorFlow models for real-world applications.

The TensorFlow Developer Certificate exam is a computer-based exam that includes a combination of multiple-choice and coding questions.

To take the exam and earn the certification, you must pay a fee. As of my knowledge cut-off in September 2021, the fee for the exam was $100 USD.

Udemy: TensorFlow Developer Certificate in 2023: Zero to Mastery

Private online classroom: https://discord.com/channels/423464391791476747/423466983208779776