Machine Learning is a top-growing skill. Good engineers are in-demand in a wide variety of industries and as a fast moving field, recent experience is valued and needed.
Machine Learning Engineers combine the skills of AI Researchers with the ones of Software Engineers. The result of that is a data-inspired engineering role that's crucial to businesses today.
Even better – Machine Learning is a fast-moving field. Newcomers can pick up the basics quickly and position themselves with cutting-edge knowledge.
Machine Learning is set for another high-growth year. It's not too late to get into it!
A well-written and thorough book can be an amazing path to build deeper understanding and also act as a handbook as you discover the internet's vast resources.
These are our and our experts top picks to get started building career-relevant skills.
This book focuses on generative models, methods that learn patterns in data so they can create new examples like images, text, or music. It is a solid pick for someone learning machine learning who wants to understand modern deep learning approaches beyond basic prediction tasks, especially in area…
Recommended by the experts and mentors at MentorCruise.
This book focuses on building and applying machine learning solutions using AWS tools and services. It is a solid pick for someone who wants to connect core ML work with real cloud workflows, especially for training, deployment, and working at scale in an AWS environment.
Recommended by the experts and mentors at MentorCruise.
This is a serious graduate-level machine learning book that covers advanced probabilistic methods, including graphical models, Bayesian inference, deep generative models, reinforcement learning, and causality. It is a good pick for readers who already know the basics and want a deeper statistical v…
Recommended by the experts and mentors at MentorCruise.
This is a practical machine learning book for Python users who want to move beyond the basics into topics like deep learning and semi-supervised learning. It uses real-world examples across image, text, music, and financial data, so it is a solid pick for someone building more advanced ML skills wi…
Recommended by the experts and mentors at MentorCruise.
Machine Learning For Dummies, IBM Limited Edition, gives you insights into what machine learning is all about and how it can impact the way you can weaponize data to gain unimaginable insights. Your data is only as good as what you do with it and how you manage it.
Recommended by the experts and mentors at MentorCruise.
Machine learning is often used to build predictive models by extracting patterns from large datasets. These models are used in predictive data analytics applications including price prediction, risk assessment, predicting customer behavior, and document classification.
Recommended by the experts and mentors at MentorCruise.
These days, courses are no longer a sequence of videos. They are usually accompanied by projects and a learning community, keeping you accountable and on the path.
Our experts recommend these courses, from free selections to paid programs.
Udacity has been a pioneer of Machine Learning courses since launching their wide range of ML, Data Science and Robotics courses a few years back. These Nanodegrees are pricey but often come with career support and human project grading.
Available on udacity.com
In five courses, you will learn the foundations of Deep Learning, understand how to build neural networks, and learn how to lead successful machine learning projects. 38% of students started a new career after completing this specialization.
Available on coursera.org
#BreakIntoAI with Machine Learning Specialization. Master fundamental AI concepts and develop practical machine learning skills in the beginner-friendly, 3-course program by AI visionary Andrew Ng
Available on coursera.org
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Start matchingYou're looking for a complete Machine Learning and Deep Learning course that can help you launch a flourishing career in the field of Data Science, Machine Learning, Python, R or Deep Learning, right? You've found the right Machine Learning course! After completing this course you will be able t…
Available on udemy.com
It’s time to make a decision: beach or mountains? When choosing where you want to go for vacation, it can be simple. The options may be a or b. From a decision-making standpoint, it’s easy for the brain to process this decision tree. But, what happens when you’re faced with more complex, multifa…
Available on pll.harvard.edu
Introduction to End-to-End Machine Learning Dive into the world of machine learning and discover how to design, train, and deploy end-to-end models with this comprehensive course. Through engaging, real-world examples and hands-on exercises, you'll learn to tackle complex data problems and build…
Available on datacamp.com
Understanding all core concepts of Machine Learning is key to claiming your next certificate. If you need help brushing up on your skills, consider reaching out to one of our mentors.
AI visionary Andrew Ng’s Machine Learning Specialization is an online, three-course, educational program designed to help course takers master fundamental AI concepts and develop practical machine learning (ML) skills, such as building and training machine learning models. The highly-regarded spec…
Consider reaching out to a coach specialized in Machine Learning certifications. They can help you prepare for your exam, and provide you with the necessary resources to succeed. MentorCruise is the best place to find a coach for your Machine Learning certification.
IBM’s Machine Learning Professional Certificate is an online, six-course educational program that equips course takers with practical ML skills, such as supervised learning, unsupervised learning, neural networks, and deep learning. At the same time, the program also introduces course takers to suc…
Amazon Web Service’s (AWS) Certified Machine Learning - Speciality Certification indicates your expertise in building, training, and running ML models in AWS. To earn the certification, you must take and pass a 180-minute exam consisting of 65 multiple-choice and response questions. Designed for …
Google’s Professional Machine Learning Engineer Certification indicates your expertise in designing, building, and producing machine learning models using Google Cloud and industry-proven techniques. To earn the certification, you must take and pass a two-hour exam consisting of 50-60 multiple-choi…
The University of Washington’s Machine Learning Specialization is a four-course online educational program covering the major areas of ML, including prediction, classification, clustering, and information retrieval. Through the course, you’ll also analyze large and complex datasets, create systems …
Consider joining a workshop specialized in Machine Learning. Workshops are a great way to learn new skills, and get hands-on experience. MentorCruise is the best place to find a workshop for your Machine Learning certification.
Johns Hopkins University's Applied Machine Learning Specialization is a three-course program designed for intermediate learners. In it, you'll explore core techniques including supervised learning, ensemble methods, regression analysis, unsupervised learning, and neural networks. The courses emphas…
There is no better source of accountability and motivation than having a personal mentor. What used to be impossible to find is now just two clicks away! All mentors are vetted & hands-on!
Already working in the Machine Learning Engineer field? Our Machine Learning consultants can help you and your team overcome challenges, implement best practices, and achieve your professional goals faster.
Connect with Machine Learning ConsultantsIn the end, advancing your career is all about getting the right opportunities at the right time and a good portion of luck.
These are some interesting things going on in the Machine Learning space and you probably don't want to miss them.
It wouldn't be the first time I've seen someone get hired over good Kaggle results! Kaggle competitions are data science and ML projects that are graded through a public leaderboard. A good place on the leaderboard shows that you know your craft and can apply your knowledge to real-life problems!
While Google & co. are saturated with academic talent, there are incredible opportunities to get your foot in the door quicker with an early-stage positions.
Today, startups and early-stage businesses are looking for ML engineers more and more for a wider variety of jobs than what's possible in the more established industry.
Platforms like AngelList can help you find those positions!
The world thrives on open-source software and this is no exception. Core contributors to core libraries and fast-growing tech like React, scikit-learn, Bitcoin and TensorFlow prove their abilities by going into the inner workings of a framework to improve it. For many companies, that's a desirable skill!
These projects are always looking for fresh faces. Grab an issue from the issue board or review a PR to get started!
Not only is the progression from individual Machine Learning Engineer to a Senior role a natural progression, it also makes all the difference in your average salary.
On a global average, Senior Machine Learning Engineer receive a $50,000 salary hike over entry-level Machine Learning Engineers when they go from individual contributor to senior personnel.
There's more than one way into Machine Learning, now you just need to decide which one to take! Our mentors are here for you if you encounter any issues, need a bit of accountability or some extra help!
