Thanks to a series of recent breakthroughs, even programmers who know next to nothing about deep learning technology can use simple and effective tools to implement programs that can learn from data.
If they’re lucky, they might find a book like O’Reilly’s. Hands-on machine learning with Scikit-Learn, Keras and TensorFlow, which provides real-world examples to help learners gain an intuitive understanding of the concepts and tools for building intelligent systems. (See link below for free download of Chapter 2, “End-to-End Machine Learning Project”.)
But if someone on your tech team wants to dive even deeper into ML, or any new technology for that matter, who can they turn to?
Learning platforms give technical teams a real advantage
The future of work is getting further and further away. Admittedly, this has been accelerated by the COVID-19 pandemic, but numerous studies have shown that working from home, whether full-time or on a hybrid schedule, is here to stay. But when working remotely, who do you turn to when you’re stuck? There is no cabin mate to rely on. Slack messages aren’t always returned instantly. Where can remote workers go to get the solutions they need so they can get back to work quickly?
This is where learning and development (L&D) solutions can really shine, and they only get better as we look at how we will work tomorrow. And adapting to remote work is just the latest in a long list of transitions that L&D solutions have made to help employees over the decades.
The publisher of the aforementioned book, O’Reilly, is a learning company, and for more than 40 years it has strived to meet technology learners where they are. But where the learners are has changed over time. That’s why O’Reilly transformed – to his book publishing business, he added live global conferences, and now he’s consolidated all of his services into one of the most comprehensive learning platforms around. for tech professionals. And this transformation has resonated throughout the industry. Today, more than 60% of Fortune 100 companies rely on the O’Reilly learning platform to train their technical teams.
How do learning platforms like O’Reilly work?
L&D solutions, especially those that offer certifications, are a great way for employees to learn new skills and tools they may not have encountered during their formal training. This is especially true for technology professionals; often, by the time they graduate, the technologies they learned in school are already becoming obsolete.
But the potential of L&D goes beyond gaining deeper knowledge or advancing in title or compensation. It can also help eliminate some of the headaches that all technical teams encounter in their day-to-day work. For remote employees in particular, learning “in the workflow” is crucial, so they can quickly and easily find the answers they need to overcome obstacles and get back to the task at hand.
This leads to the most recent step in O’Reilly’s evolution to meet learners where they are (both figuratively, with what they are learning, and literally, while they are at home). He recently added AI-enabled abilities to create O’Reilly Answers. Members simply ask a question and the platform instantly analyzes thousands of titles to find the best answer that solves their technical problem, sometimes down to a specific line of code. Imagine all the time saved by scouring pages upon pages of books! What once took hours now takes seconds – a natural language processing engine is the cabin’s new companion.
The O’Reilly Learning Platform also offers thousands of live online training events and courses where teams can ask questions and get answers from industry experts. Now, if they want to attend a technical conference, they can do so from home, without all the travel costs. Another standout feature is O’Reilly’s interactive learning scenarios and sandboxes, where teams can access secure live development environments to practice with new technologies and tools before try to put them to work in real situations.
Download chapter 2 of Hands-on machine learning with Scikit-Learn, Keras and TensorFlow free
Hands-on machine learning with Scikit-Learn, Keras and TensorFlow is just one of over 60,000 titles available on the O’Reilly Learning Platform. In Chapter 2, “End-to-End Machine Learning Project,” author Aurélien Géron walks you through every step of setting up an ML project, from overview to launch and maintenance. of your system. And right now, O’Reilly is offering a free download of the chapter so that potential customers can view the high-quality content available on its learning platform. It is highly recommended reading.