garynth41

Applied-Data-Science-with-Python-Specialization

This repository to serve as a public record of my 5 courses of study at University of Michigan specialization introduce learners to data science through the python programming language. This skills-based specialization is intended for learners who have a basic python or programming background, and want to apply statistical, machine learning, information visualization, text analysis, and social network analysis techniques through popular python toolkits such as pandas, matplotlib, scikit-learn, nltk, and networkx to gain insight into their data. Introduction to Data Science in Python (course 1), Applied Plotting, Charting & Data Representation in Python (course 2), and Applied Machine Learning in Python (course 3) should be taken in order and prior to any other course in the specialization. After completing those, courses 4 and 5 can be taken in any order. All 5 are required to earn a certificate.

Google-Data-Analytics-Professional-Certificate

This program includes over 180 hours of instruction and hundreds of practice-based assessments, which will help you simulate real-world data analytics scenarios that are critical for success in the workplace. The content is highly interactive and exclusively developed by Google employees with decades of experience in data analytics. Through a mix of videos, assessments, and hands-on labs, you’ll get introduced to analysis tools and platforms and key analytical skills required for an entry-level job. Skills you’ll gain will include: Data cleaning, problem solving, critical thinking, data ethics, and data visualization Platforms and tools you will learn include: Presentations, Spreadsheets, SQL, Tableau and R Programming In addition to expert training and hands-on projects, you'll complete a case study that you can share with potential employers to showcase your new skill set. Learn concrete skills that top employers are hiring for right now.

Google-IT-Automation-with-Python-Professional-Certificate

This course certificate, developed by Google, is designed to provide IT professionals with in-demand skills -- including Python, Git, and IT automation -- that can help you advance your career. Knowing how to write code to solve problems and automate solutions is a crucial skill for anybody in IT. Python, in particular, is now the most in-demand programming language by employers. This program builds on your IT foundations to help you take your career to the next level. It’s designed to teach you how to program with Python and how to use Python to automate common system administration tasks. You'll also learn to use Git and GitHub, troubleshoot and debug complex problems, and apply automation at scale by using configuration management and the Cloud. This certificate can be completed in about 6 months and is designed to prepare you for a variety of roles in IT, like more advanced IT Support Specialist or Junior Systems Administrator positions. Upon completing the program, you’ll have the option to share your information with potential employers, like Walmart, Sprint, Hulu, Bank of America, Google (of course!), and more.

Google-Project-Management-Professional-Certificate

WHAT YOU WILL LEARN Gain an immersive understanding of the practices and skills needed to succeed in an entry-level project management role Learn how to create effective project documentation and artifacts throughout the various phases of a project Learn the foundations of Agile project management, with a focus on implementing Scrum events, building Scrum artifacts, and understanding Scrum roles Practice strategic communication, problem-solving, and stakeholder management through real-world scenarios SKILLS YOU WILL GAIN Organizational Culture Career Development Strategic Thinking Change Management Project Management Stakeholder Management Business Writing Project Charter Project Planning Risk Management

IBM-Data-Analyst-Professional-Certificate

Prepare for a career as a data analyst. Gain the in-demand skills and hands-on experience to get job-ready in as little as 4 months. No prior experience required.

IBM-Data-Engineering-Professional-Certificate

Data Engineer Hands on Training

Introduction-to-Programming-with-Python-and-Java-Specialization

Boost Your Computer Programming Skills. With minimal previous exposure, learn two popular programming languages at an accelerated pace.

Macquarie-University-Excel-Skills-for-Data-Analytics-and-Visualization-Specialization

Unleash the Power of Excel to Analyse Your Data. Import, visualize, and analyze huge and complex datasets using modern Excel tools.

SAS-Programmer-Professional-Certificate

About this Professional Certificate: When you complete the SAS® Base Programming courses, you will have demonstrated skills in manipulating and transforming data, combining SAS data sets, creating basic detail and summary reports using SAS procedures and identifying and correcting data, syntax and programming logic errors. These skills prepare you for the SAS® Base Programmer certification exam.

Software-Design-and-Architecture-Specialization

Software. Think like an expert architect and create quality software using design patterns and principles.

garynth41/Google-Data-Analytics-Professional-Certificate

This program includes over 180 hours of instruction and hundreds of practice-based assessments, which will help you simulate real-world data analytics scenarios that are critical for success in the workplace. The content is highly interactive and exclusively developed by Google employees with decades of experience in data analytics. Through a mix of videos, assessments, and hands-on labs, you’ll get introduced to analysis tools and platforms and key analytical skills required for an entry-level job. Skills you’ll gain will include: Data cleaning, problem solving, critical thinking, data ethics, and data visualization Platforms and tools you will learn include: Presentations, Spreadsheets, SQL, Tableau and R Programming In addition to expert training and hands-on projects, you'll complete a case study that you can share with potential employers to showcase your new skill set. Learn concrete skills that top employers are hiring for right now.

garynth41/Google-Project-Management-Professional-Certificate

WHAT YOU WILL LEARN Gain an immersive understanding of the practices and skills needed to succeed in an entry-level project management role Learn how to create effective project documentation and artifacts throughout the various phases of a project Learn the foundations of Agile project management, with a focus on implementing Scrum events, building Scrum artifacts, and understanding Scrum roles Practice strategic communication, problem-solving, and stakeholder management through real-world scenarios SKILLS YOU WILL GAIN Organizational Culture Career Development Strategic Thinking Change Management Project Management Stakeholder Management Business Writing Project Charter Project Planning Risk Management

garynth41/Python-Data-Products-for-Predictive-Analytics-Specialization

Python data products are powering the AI revolution. Top companies like Google, Facebook, and Netflix use predictive analytics to improve the products and services we use every day. Take your Python skills to the next level and learn to make accurate predictions with data-driven systems and deploy machine learning models with this four-course Specialization from UC San Diego. This Specialization is for learners who are proficient with the basics of Python. You’ll start by creating your first data strategy. You’ll also develop statistical models, devise data-driven workflows, and learn to make meaningful predictions for a wide-range of business and research purposes. Finally, you’ll use design thinking methodology and data science techniques to extract insights from a wide range of data sources. This is your chance to master one of the technology industry’s most in-demand skills. Python Data Products for Predictive Analytics is taught by Professor Ilkay Altintas, Ph.D. and Julian McAuley. Dr. Alintas is a prominent figure in the data science community and the designer of the highly-popular Big Data Specialization on Coursera. She has helped educate hundreds of thousands of learners on how to unlock value from massive datasets.

garynth41/AI-Product-Management-Specialization

Manage the Design & Development of ML Products. Understand how machine learning works and when and how it can be applied to solve problems. Learn to apply the data science process and best practices to lead machine learning projects, and how to develop human-centered AI products which ensure privacy and ethical standards.

garynth41/Hands-on-Python-for-Data-Science-and-Machine-Learning

garynth41/Software-Design-and-Architecture-Specialization

Software. Think like an expert architect and create quality software using design patterns and principles.

garynth41/Data-Science-with-Databricks-for-Data-Analysts-Specialization

This specialization is intended for data analysts looking to expand their toolbox for working with data. Traditionally, data analysts have used tools like relational databases, CSV files, and SQL programming, among others, to perform their daily workflows.

garynth41/IBM-Data-Analyst-Professional-Certificate

Prepare for a career as a data analyst. Gain the in-demand skills and hands-on experience to get job-ready in as little as 4 months. No prior experience required.

garynth41/IBM-Data-Engineering-Professional-Certificate

Data Engineer Hands on Training

garynth41/Macquarie-University-Excel-Skills-for-Data-Analytics-and-Visualization-Specialization

Unleash the Power of Excel to Analyse Your Data. Import, visualize, and analyze huge and complex datasets using modern Excel tools.

garynth41/Agile-Leadership-Specialization

Develop Agile Leadership Skills. Develop agile leadership skills by implementing change management, social psychology, and Agile principles and philosophy in business.

garynth41/Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.

garynth41/DevOps-Culture-and-Mindset

garynth41/Duke-University-Data-Analysis-with-R-Specialization

Statistical mastery of data analysis including basic data visualization, statistical testing and inference, and linear modeling

garynth41/Example.RefinitivAPIs.R.Jupyter

garynth41/Fortinet-Network-Security-Specialization

FortiGate features including firewall policies, user authentication, high availability, SSL VPN, site-to-site IPsec VPN, Fortinet Security Fabric, and how to protect your network using security profiles, such as IPS, antivirus, web filtering, application control, and more.

garynth41/IBM-Cybersecurity-Analyst-Professional-Certificate

IBM Cybersecurity Analyst Professional Certificate - Build job-ready skills for cybersecurity

garynth41/IBM-Data-Science-Professional-Certificate

Prepare for a career as a data scientist. Develop in-demand skills and hands-on experience to get job done.

garynth41/medium_articles

Scripts/Notebooks used for my articles published on Medium

garynth41/Microsoft-Power-BI-Data-Analyst-Professional-Certificate

Power BI Analyst. Learn the in-demand business intelligence skills.

garynth41/mit-deep-learning-book-pdf

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville

garynth41/ML-foundations

Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science

garynth41/Power-BI-Desktop-Guided-Project

Getting Started with Power BI Desktop

garynth41/Project-Management-Principles-and-Practices-Specialization

Project Management Principles and Practices. Work Better, Together

garynth41/pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

garynth41/Python-for-Cybersecurity-Specialization

Master Python for a variety of cybersecurity tasks. This Specialization provides an application-driven introduction to using Python for cybersecurity.

garynth41/Python-Programming-A-Concise-Introduction

About this Course The goal of the course is to introduce students to Python Version 3.x programming using hands on instruction. It will show how to install Python and use the Spyder IDE (Integrated Development Environment) for writing and debugging programs. The approach will be to present an example followed by a small exercise where the learner tries something similar to solidify a concept. At the end of each module there will be an exercise where the student is required to write simple programs and submit them for grading. It is intended for students with little or no programming background, although students with such a background should be able to move forward at their preferred pace.

garynth41/Python-Scripting-for-DevOps-Specialization

Learn to develop and deploy software using Python. This specialization will provide you with foundation in the fundamentals of programming, including knowledge and skills essential for a career in software engineering, information technology and data science.

garynth41/Salesforce-Fundamentals-Specialization

Ecosystem of Self-Starters in Salesforce. Learn the fundamentals to integrate the world's most powerful CRM into any organization.

garynth41/Splunk-Search-Expert-Specialization

Search Expert and write efficient searches, perform correlations, create visualizations, and leverage sub-searches and lookups.