Please Vote Uniqtech Publication Pipeline

Summary

Uniqtech Publication Pipeline outlines a comprehensive list of upcoming and in-progress articles on various technology and machine learning topics, inviting community feedback and votes to prioritize content production.

Abstract

The Uniqtech Publication Pipeline website presents a table of contents for future articles, covering a wide range of technical subjects including blockchain, machine learning, cloud services, and developer tools. The publication actively seeks audience engagement by asking readers to vote on topics they wish to see published sooner. The content plan includes tutorials, cheatsheets, and guides on intermediate Git and Github workflows, Tensorflow 2.0, SQL for technical interviews, and machine learning for finance, among others. Published articles are also listed, with a focus on machine learning and deep learning topics such as understanding dot product. Additionally, the pipeline includes a roadmap for Google Cloud Platform (GCP) tutorials and support for Udacity's Deep Learning and Machine Learning Nanodegree programs. The website emphasizes its commitment to providing free tutorials and encourages readers to request specific articles.

Opinions

The publication values community input, as evidenced by the request for votes and comments to guide the content creation process.
There is an emphasis on practical, skill-based learning, with many resources aimed at helping readers prepare for technical interviews or improve their developer productivity.
The publication is responsive to reader feedback, as shown by the acknowledgment of positive feedback and the mention of follow-up articles based on comments.
Uniqtech is dedicated to continuous learning and development, with a mix of beginner and advanced topics to cater to a wide audience range.
The publication is proactive in supporting educational initiatives, such as the Udacity Deep Learning Scholarship Challenge with Facebook.

Table of Contents — Please Vote Uniqtech Publication Pipeline

Here are the topics we plan and will write about. Please vote for them in the comments below so that your topic of interest can come out quickly! Thank you for your participation.

Need an article urgently for an interview or project? Let us know by commenting below or emailing us at [email protected]

This is a great table of contents and a roadmap for future contents.

Table of Contents

Technical Interview tutorials cheatsheet (In progress, some published)

Quick Start Tensorflow 2.0 (Inprogress)

Tensorflow cheatsheet

SQL Review for technical interviews (published)

Basic Machine Learning patterns (YouTube video)

Machine learning for non PhDs

All activation function cheatsheet published

— — activation function for deep learning (completed)

Udacity Pytorch Challenge guide

Google Cloud GCP tutorials (started)

RNN implementations

Understand PageRank in Minutes (inprogress)

Django Quick Starter Guide (inprogress)

Infographics and illustrations of difficult concepts, embedded Github codes

Cheatsheet for Machine Learning and Data Science

How to launch a Github page aka your coding portfolio

Civic hacking, coding with public data, coding for government, Code for America

Youtube video how to calculate dot product

Youtube video how to calculate matrix multiplication

Machine learning for finance, stock market

Understand cross entropy loss in minutes +2 pradeep singh Anna Birbeck

Getting started with Sklearn in Minutes

Getting started with Pytorch in Minutes

Getting started with Kaggle in Minutes

Getting started with AWS in Minutes

Getting started with SageMaker in Minutes

Graph Database, Graph Theory Graph algorithms

Coding for Product Managers

Matrix, Tensor Primer for Deep Learning

Matrix Multiplication — Linear Algebra Review for Deep Learning Body Shape Matter in Matrix Multiplication

Developer Tools — Improving Developer Productivity, Productivity Hacks

Learn Git and Github Workflow in Minutes

Coding for the Government — Civic Hack, smart cities

Math for Data Science and Machine Learning

Data preprocessing on Kaggle

Google Cloud Data Engineer Certification

Neo4j Certification

Virtualenv — Developer Tool Quick Review

Computer VisionCheatsheet

MIT Deep Learning Making Music with RNN Tutorial Walkthrough

Statistics Primer for Programmers Common Distributions and Density Functions

Introduction to Graph Database and Graph Algorithms

Generating Fake Data for Data Science Projects

Machine Learning Patterns Random initialization

Data Preprocessing Tutorial Pytorch Transformation Examples

Neo4j Getting Started with Graph Database

Pytorch Cheat Sheet for Beginners and Udacity Deep Learning Nanodegree

Using BigQuery and SQL in BigQuery

— — Getting Started with Instacart Dataset using Google BigQuery (Published) +10 jim ‘s comment follow-up article needed

— — Google BigQuery Cool Things You Can Do with It Thank you Niran for positive feedback!

Introduction to RNN Recurrent Neural Network

Natural Language Processing (NLP) Basics

Technical Interviews a Beginner’s Comprehensive Guide

Understand PageRank Algorithm in Minutes

Django Web Development Quickstarter Guide

Activation Functions Cheat Sheet for Deep Learning

SQL Cheatsheet — Technical Interview Prep

Understand Matrix Multiplication in Minutes

Facebook Pytorch a Comprehensive Guide to Get Started with Deep Learning

Understand Tensor, Matrix, Vector, Scalar in Minutes

Understand Manhattan vs Euclidean Distance in Minutes

Anaconda Miniconda Cheatsheet for Data Scientists

Pytorch cheatsheet for Udacity students

Code snippets for Udacity nanodegree

Data Science Cheat Sheet

Google Cloud Next (inprogress)

Kaggle Day (inprogress)

Deep Learning and Pytorch (published)

In-Progress / Draft Google Cloud Platform GCP Roadmap

Stay tuned. We will cover many of these in our free tutorials for 2019. If there’s something you like to see comment below! Request articles and tutorials. We will deliver for free.

Acronyms: Google Cloud Platform (GCP)

Articles and tutorials already in our pipeline and are coming soon:

Architecting with Google Cloud Platform

Data Engineering on Google Cloud Platform

Data to Insights on GCP

Developing Applications with Google Cloud Platforms

Kubernetes

Can’t wait? Take the above specializations on Coursera, which partnered with Google.

Table of Contents — Please Vote Uniqtech Publication Pipeline

NEW this month!

Table of Contents

Published:

In-Progress / Draft Google Cloud Platform GCP Roadmap

Udacity Deep Learning Nanodegree and Machine Learning Nanodegree