AI News, What are some interesting things to do with Python? I want to make something related to big data or machine learning.
- On Wednesday, June 6, 2018
- By Read More
What are some interesting things to do with Python? I want to make something related to big data or machine learning.
This project is awesome for 3 main reasons: First, you’ll build intuition for model-to-problem fit.
In the real world, it’s often difficult to know which model will perform best without simply trying them.
For example, you’ll get to practice… Because you’ll use out-of-the-box models, you’ll have the chance to focus on honing these critical steps.
They built a competitive squad while spending only 1/3 of what large market teams like the Yankees were paying for salaries.
You can find prices, fundamentals, global macroeconomic indicators, volatility indices, etc… the list goes on and on.
You can easily get time series data by day (or even minute) for each company, which allows you think creatively about trading strategies.
Some examples of beginner-friendly machine learning projects you could try include… Obvious disclaimer: Building trading models to practice machine learning is simple.
They’ve led to major advances in image recognition, automatic text generation, and even in self-driving cars.
It contains 500 thousand emails between 150 former Enron employees, mostly senior executives.
For example, try extending a vanilla logistic regression algorithm into a lasso/ridge regression by adding regularization parameters.
Finally, here’s a tip every beginner should know: Don’t be discouraged is your algorithm is not as fast or fancy as those in existing packages.
Mine Social Media Sentiment Social media has almost become synonymous with “big data” due to the sheer amount of user-generated content.
Mining this rich data can prove unprecedented ways to keep a pulse on opinions, trends, and public sentiment.
With Twitter data, you get an interesting blend of data (tweet contents) and meta-data (location, hashtags, users, re-tweets, etc.) that open up nearly endless paths for analysis.
Improve Health Care Another industry that’s undergoing rapid changes thanks to machine learning is global health and health care.
As a result, there has recently been significant effort to alleviate doctors’ workload and improve the overall efficiency of the health care system with the help of machine learning.
Uses cases include: As hospitals continue to modernize patient records and as we collect more granular health data, there will be an influx of low-hanging fruit opportunities for data scientists to make a difference.
- On Monday, July 15, 2019
Convolutional Neural Network Tutorial (CNN) | How CNN Works | Deep Learning Tutorial | Simplilearn
This Convolutional neural network tutorial (CNN) will help you understand what is a convolutional neural network, hoe CNN recognizes images, what are layers ...
Machine learning at scale : Build 2018
AI/ML expert Paige Bailey takes you on a tour of the powerful services available on Azure. You'll see how to take your predictive model to production, ...
AI + IoT: building, deploying, and managing you custom AI on the edge : Build 2018
It's becoming increasingly important to deploy models as close to events as possilbe. In this session, you'll learn how to take any model that you build and ...
DevOps for Data Science : Build 2018
Join Damian Brady and Paige Bailey as they collaborate to show you how Data Science and DevOps can work together in your business. You'll see how to ...
Fun ways to Explore ML.NET : Build 2018
ML.NET is a new machine learning framework, built for .NET developers. This demo-heavy session will look at some fun things we can do with ML.NET. You'll ...
Developer’s Intro to Azure Machine Learning
Azure Machine Learning makes it easy for developers to incorporate intelligence and predictive analytics into their apps. Jason teaches core Machine Learning ...
Bay Area AI: Alyssa Wisdom, Topic Modeling with LDA
Many companies use free-text fields for data collection in order to gain insight into user behavior. Though it can be a rich source of information, oftentimes ...
Machine Learning - Dimensionality Reduction - Feature Extraction & Selection
Enroll in the course for free at: Machine Learning can be an incredibly beneficial tool to ..
Installing TensorFlow on Ubuntu | How to Install TensorFlow on Ubuntu | Simplilearn
This TensorFlow installation video will guide you on how to install TensorFlow on Ubuntu 14.04 LTS using Python 3.4 version and TensorFlow 1.5.
What is TensorFlow? | Introduction to TensorFlow | TensorFlow Tutorial for Beginners | Simplilearn
This TensorFlow tutorial will help you in understanding what exactly is TensorFlow and how it is used in Deep Learning. TensorFlow is a software library ...