Get up-and-running via Machine Learning with Python’s insightful projects.
- Explore and use Python’s impressive machine learning ecosystem
- Successfully evaluate and apply the most effective models to problems
- Learn the fundamentals of NLP—and put them into practice
- Visualize data for maximum impact and clarity
- Deploy machine learning models using third-party APIs
- Get to grips with feature engineering
Who is this course intended for?
Packt has been committed to developer learning since 2004. A lot has changed in software since then – but Packt has remained responsive to these changes, continuing to look forward at the trends and tools defining the way we work and live. And how to put them to work.
With an extensive library of content – more than 4000 books and video courses -Packt’s mission is to help developers stay relevant in a rapidly changing world. From new web frameworks and programming languages, to cutting edge data analytics, and DevOps, Packt takes software professionals in every field to what’s important to them now.
From skills that will help you to develop and future proof your career to immediate solutions to every day tech challenges, Packt is a go-to resource to make you a better, smarter developer.
|Build an App to Find Cheap Airfares|
|The Course Overview||00:00:00|
|Sourcing Airfare Pricing Data||00:00:00|
|Retrieving the Fare Data with Advanced Web Scraping Techniques||00:00:00|
|Parsing the DOM to Extract Pricing Data||00:00:00|
|Sending Real-Time Alerts Using IFTTT||00:00:00|
|Putting It All Together||00:00:00|
|Forecast the IPO Market Using Logistic Regression|
|The IPO Market||00:00:00|
|Create a Custom Newsfeed|
|Creating a Supervised Training Set with the Pocket App||00:00:00|
|Using the embed.ly API to Download Story Bodies||00:00:00|
|Natural Language Processing Basics||00:00:00|
|Support Vector Machines||00:00:00|
|IFTTT Integration with Feeds, Google Sheets, and E-mail||00:00:00|
|Setting Up Your Daily Personal Newsletter||00:00:00|
|Forecasting the Stock Market with Machine Learning|
|What Does Research Tell Us about the Stock Market?||00:00:00|
|Developing a Trading Strategy||00:00:00|
|Building a Model and Evaluating Its Performance||00:00:00|
|Modeling with Dynamic Time Warping||00:00:00|
|Build an Image Similarity Engine|
|Machine Learning on Images||00:00:00|
|Working with Images||00:00:00|
|Finding Similar Images||00:00:00|
|Building an Image Similarity Engine||00:00:00|
|Building a Chatbot|
|The Design of Chatbots||00:00:00|
|Building a Chatbot||00:00:00|
No Reviews found for this course.