Instructional Material
Python Algo Trading: Market Neutral Hedge Fund Strategy
Update 23 Aug 2017: Do note that Quantopian platform will no longer support third party broker integration. Please see their website under forum. The title of the post is "Phasing Out Brokerage Integrations". This course provides you with the tools that top hedge funds used. These institutional tools include but are not limited to market data, fundamental data, sentiment analysis data, and more.
Linear Regression and Modeling Coursera
About this course: This course introduces simple and multiple linear regression models. These models allow you to assess the relationship between variables in a data set and a continuous response variable. Is there a relationship between the physical attractiveness of a professor and their student evaluation scores? Can we predict the test score for a child based on certain characteristics of his or her mother? In this course, you will learn the fundamental theory behind linear regression and, through data examples, learn to fit, examine, and utilize regression models to examine relationships between multiple variables, using the free statistical software R and RStudio.
Modern Python Solutions Part 1 Udemy
Python is the preferred choice of developers, engineers, data scientists, and hobbyists everywhere. It is a great scripting language that can power your applications and provide great speed, safety, and scalability. By exposing Python as a series of simple recipes, you can gain insight into specific language features in a particular context. Having a tangible context helps make the language or standard library feature easier to understand.This video comes with over 100 recipes on the latest version of Python. The recipes will benefit everyone ranging from beginner to an expert.
Online Data Science Course : Data Science Certification Course
Data Science has become the new desirable IT job. While there are only few in the market conversant with the terms like python, machine learning, deep learning and transflow, it is also a fact that these skills are high in demand. Acadgild will transform you into a Data Scientist by delivering hands-on experience in Statistics, Machine Learning, Deep Learning and Artificial Intelligence (AI) using Python, TensorFlow, Apache Spark, R and Tableau. The course provides in-depth understanding of Machine Learning and Deep Learning algorithms such as Linear Regression, Logistic Regression, Naive Bayes Classifiers, Decision Tree and Random Forest, Support Vector Machine, Artificial Neural Networks and more. This 24 weeks long Data Science course has several advantages like 400 total coding hours and experienced industry mentors.
AWS Sagemaker 2018- Fully Managed Machine Learning Service
Amazon SageMaker is a fully managed machine learning service. With Amazon SageMaker, data scientists and developers can quickly and easily build and train machine learning models, and then directly deploy them into a production-ready hosted environment. It provides an integrated Jupyter authoring notebook instance for easy access to your data sources for exploration and analysis, so you don't have to manage servers. It also provides common machine learning algorithms that are optimized to run efficiently against extremely large data in a distributed environment. With native support for bring-your-own-algorithms and frameworks, Amazon SageMaker offers flexible distributed training options that adjust to your specific workflows.
Learn Python Face Detection Udemy
This course covers the fundamentals of Python programming, as well as an introduction to using image-processing techniques to identify a human face in live video recordings. It will be taught by myself through my desktop, and I will be coding from scratch, and step by step to insure that no ambiguity is present. This course will start out with a brief overview of Python basics such as variables, for and while loops, boolean statements, functions and more. After becoming familiar with Python, we will dive into some image-processing concepts and start on our Python script to detect human faces! This course is intended for anyone who wants to quickly pick up Python and start working on an interesting, applicable project instead of drudging along a twenty-hour tutorial. My videos are short, hands-on, interactive and engaging, so you'll come out happy and enthusiastic with a large amount of gained knowledge.
Introduction To Python for beginners Udemy
Python is what is referred to as a high level language. That means it is a language that is closer to humans than computer. Python did not get it's name from the snake but rather from the British comedy Python is object -oriented means it regards everything as an object. An object in the real world could be a person or a car. It is interpreted and run on the fly the same time.
Python eCommerce Build a Django eCommerce Web Application
What used to take a big team of people can now be accomplished by you and you alone. It's all thanks to the massive improvements to what programming languages can do. Python is the perfect beginner's starting point because it's simple to understand while being powerful enough for experts to build self-driving cars and AI systems. This course leverages Python to build a fully functioning eCommerce website and application using the Django framework. Python is the easiest to start with AND it's made for the pros (such as building Artificial Intelligence) I do have course called Tweetme that covers building twitter-like service.
MobileNet SSD Object Detection using OpenCV 3.4.1 DNN module - Ebenezer Technologies
In this post, it is demonstrated how to use OpenCV 3.4.1 deep learning module with MobileNet-SSD network for object detection. The dnn module allows load pre-trained models from most populars deep learning frameworks, including Tensorflow, Caffe, Darknet, Torch. Besides MobileNet-SDD other architectures are compatible with OpenCV 3.4.1: This API is compatible with C and Python. In this section, We'll create the python script for object detection and it is explained, how to load our deep neural network with OpenCV 3.4? How to pass image to neural network?
The Developers Guide to Python 3 Programming Udemy
Python is growing in popularity as a favorite programming language because of its simple syntax, coding principles and even easier readability of the code. For newbie programmers, Python has proved to be a great and easy language to start coding in. Python is a simple, yet powerful programming language that offers high-level data structures and easy approach to object-oriented programming principles. The language allows developers to build complex websites, without any complex coding. Python is considered as an easy language to start coding in because of it doing away with complicated curly brackets, which can be found in other C-derived languages such as C, JavaScript, etc. Instead of brackets, Python relies on indents to distinguish codes.