Instructional Material
Is Data Science for Me? 14 Self-examination Questions to Consider - KDnuggets
Data is now considered to be one of the fastest-growing, multibillion-dollar industries. As a result, corporations and organizations are trying to make the most out of the data they already have and determine what data they still need to capture and store. In addition, there continues to be an incredible need for data scientists to make sense of the numbers and uncover hidden solutions to messy business problems. A recent study using the LinkedIn job search tool shows that a majority of top tech jobs in the year 2020 are jobs that require skills in data science. With all the exciting opportunities in data science, educating yourself about data science is a great way to gain the skills and experience needed to stand out in this competitive field and give your employer an edge over the competition.
CNN for Computer Vision with Keras and TensorFlow in Python
You've found the right Convolutional Neural Networks course! A Verifiable Certificate of Completion is presented to all students who undertake this Convolutional Neural networks course. If you are an Analyst or an ML scientist, or a student who wants to learn and apply Deep learning in Real world image recognition problems, this course will give you a solid base for that by teaching you some of the most advanced concepts of Deep Learning and their implementation in Python without getting too Mathematical. This course covers all the steps that one should take to create an image recognition model using Convolutional Neural Networks. Most courses only focus on teaching how to run the analysis but we believe that having a strong theoretical understanding of the concepts enables us to create a good model .
Digital Innovation Futures Victoria
This year it's more important than ever to us to provide an opportunity for the industry to come together, to share best practices, and to get excited... Experts from Intellify share crucial strategies necessary to implement AI and ML projects within your organisation. About this Event Please note, this... Digital Cultural Adventures bring the Chinese Museum to your classroom! About this Event Schools can choose from a range of themed programs to learn a... Timely talks for software development managers, tech leaders, lead developers or software engineers looking to move up into a lead role. Industry 4.0 heavily impacted business models but are you, as a leader, ready to embrace, and keep up with, the changes required? Learn about the easy payroll solution for successful businesses CloudPayroll is a proven, cloud-based payroll solution, suitable for a MICRO size busi... Learn about the easy payroll solution for successful businesses CloudPayroll is a proven, cloud-based payroll solution, suitable for a MICRO size busi... Join us for a monthly interactive workshop where we cover various economic and technology trends as they impact your career.
Big Data and Artificial Intelligence: Master the Basics!
Stay on top of Big Data and Artificial Intelligence: master the concepts, know the techniques and think about the future What you'll learn Description Big Data, Artificial Intelligence and IOT (Internet of Things) are related technological phenomena, and are dramatically changing the world in which we live. Our lives, and those of our companies, are increasingly controlled by intelligent algorithms. In this course, you will immerse yourself in these technologies, understand what they are, what their causes are and what we should expect for the future.
Online Courses
The Machine Learning Online Training at IT Guru will provide you the best knowledge on Machine learning basics, algorithms, ML techniques, Data mining, etc with live experts. Learning Online Machine Learning makes you a master in this subject that includes predictive analysis, neural networks concept, types of Machine learning, etc. Our best Machine Learning Training module will provide you a way to become certified in Machine Learning technology. So, join hands with ITGuru for accepting new challenges and make the best solutions through the Machine Learning Certification Course. Learn Machine Learning Online basics and other features to make you an expert in the Machine Learning techniques & tools to deal with real-time tasks.
A Gentle Introduction to PyCaret for Machine Learning
PyCaret is a Python open source machine learning library designed to make performing standard tasks in a machine learning project easy. It is a Python version of the Caret machine learning package in R, popular because it allows models to be evaluated, compared, and tuned on a given dataset with just a few lines of code. The PyCaret library provides these features, allowing the machine learning practitioner in Python to spot check a suite of standard machine learning algorithms on a classification or regression dataset with a single function call. In this tutorial, you will discover the PyCaret Python open source library for machine learning. A Gentle Introduction to PyCaret for Machine Learning Photo by Thomas, some rights reserved.
Save thousands on these 26 expert-led programming courses
It takes time, practice, and commitment to learn any new set of skills. The right instruction also goes a long way to bridge the gap between conceptual understanding and practical application. If you want to pick up coding and hit the ground running in 2021, it's wise to start sooner than later and with the proper guidance. It features an impressive 262 hours of video instruction that you can access from any device and on your schedule from home. You discover how to work with various programming languages throughout this comprehensive bundle.
Python & Machine Learning for Financial Analysis
Python & Machine Learning for Financial Analysis - Master Python Programming Fundamentals and Harness the Power of ML to Solve Real-World Practical Applications in Finance Created by Dr. Ryan Ahmed, Ph.D., MBA, Kirill Eremenko, Hadelin de Ponteves, SuperDataScience Team, Mitchell BouchardPreview this Course - GET COUPON CODE Are you ready to learn python programming fundamentals and directly apply them to solve real world applications in Finance and Banking? If the answer is yes, then welcome to the "The Complete Python and Machine Learning for Financial Analysis" course in which you will learn everything you need to develop practical real-world finance/banking applications in Python! Python is ranked as the number one programming language to learn in 2020, here are 6 reasons you need to learn Python right now! 1. #1 language for AI & Machine Learning: Python is the #1 programming language for machine learning and artificial intelligence. This course is unique in many ways: 1. The course is divided into 3 main parts covering python programming fundamentals, financial analysis in Python and AI/ML application in Finance/Banking Industry.
UMAP clustering in Python
The aim of this short Python tutorial is to introduce the uniform manifold approximation and projection (UMAP) algorithm, using 76,533 single-cell expression profiles from the human primary motor cortex. The data are available from the Cell Types database, which is part of the Allen Brain Map platform. The UMAP has quickly established itself as a go-to clustering tool well poised to expand our knowledge of various many things, including the human brain. I hope by the end of this tutorial you will have a broad understanding of the UMAP algorithm and how to implement it. Uniform manifold approximation and projection (UMAP)1 is a scalable and efficient dimension reduction algorithm that performs competitively among state-of-the-art methods such as t-SNE2, and widely applied for unsupervised clustering.