Top 10 Artificial Intelligence Tools & Framework with certification courses
Artificial Intelligence (AI) is that force of technology which has disrupted all the major industries in the last few years like no other technology before it. Understanding the full extent of the possibilities that AI brings begins with getting familiar with the fundamentals of Artificial Intelligence. Taking up the best AI tools certification and learning the top AI tools is a great starting point to begin a career in AI and ML. To better judge which Artificial Intelligence certificate course one should pursue, it is important to know the most used AI tools and frameworks in the industry and choose one that fits you best or the nature of your current job.
Below we have prepared a list of the top AI Tool courses that one can pursue to kickstart their career in this field.
Top 10 Artificial Intelligence Tools & Framework with Certification Courses
Course Name | Platform |
Tensorflow | tensorflow.org |
DeepLearning AI TensorFlow Developer Professional Certificate | Coursera |
Deep Learning Fundamentals with Keras | edX |
Advanced Deep Learning with Keras | Udemy |
Practical Machine Learning on H2O | Coursera |
Deep Learning with Caffe 2 | Udemy |
Machine Learning for Android app development using Google ML Kit | Udemy |
Deep Neural Networks with PyTorch | Coursera |
Google Cloud Platform Big Data and Machine Learning Platforms | Coursera |
Modern Deep Learning in Python | Udemy |
Also Read:
- What to do after completing an Artificial Intelligence course?
- Top Artificial Intelligence Projects Ideas And Topics For Beginners
Top 10 Artificial Intelligence Tools & Frameworks with Certification Courses
1. Tensorflow - It is one of the top AI tools and an open-source library developed by Google Brain used to deal with complex datasets and execute high-volume numerical computations. Used by tech giants like Nvidia, Google, Intel, and SAP, it allows developers to send counterfeit neural systems with massive datasets after setting up and training them. The TensorFlow certificate programme follows self-paced learning in ML at the foundational level along with the support of experienced Tensorflow programmers for this open-source software library. A test has to be completed in order to be certified with these AI tools courses.
2. DeepLearning AI TensorFlow Developer Professional Certificate - This course on AI tools is offered by deeplearning.ai. This AI tools training certification is a good start to preparing for the IT industry. This AI ML certification provides hands-on practical knowledge in ML and Deep learning for the TensorFlow framework.
3 . Deep Learning Fundamentals with Keras - This is an AI tools learning course offered by IBM. This AI tools certification is for those who are new to the world of deep learning. This graduate certificate in Artificial Intelligence will teach you the workings of neural networks, different types of deep learning libraries and their workings, and to use Keras to build, train, and test deep learning models.
4. Advanced Deep Learning with Keras - If you are interested in learning about advanced concepts associated with deep learning technology using Keras, this is one of the best AI Machine Learning certifications is for you. This Artificial Intelligence online course gives you the ability to build, test, and run your own neural networks as well as delve deeper into advanced AI concepts such as building deep learning models among others.
5. Practical Machine Learning on H2O - This amongst the top AI certificate programs is offered by H2O.ai which is a perfect starting point for learning practical applications of the H2O framework and learning to make Machine Learning models. One will learn to apply the various techniques around the data sets and business restraints to make the best use of the framework.
6. Deep Learning with Caffe 2 - Hands-On! - In this hands-on, practical deep learning and artificial intelligence training course, you will learn how to effectively use the Caffe2 platform and understand its fundamental structure. Furthermore, this one of the artificial intelligence engineer certifications also teaches learners to work with brew, a popular API used for working with models in Caffe2 apart from the importance that weight initialisation and optimisation hold in deep learning.
7. Machine Learning for Android app development using Google ML Kit - This is one of the AI tools training courses that will teach you all the applications of ML Kit. Google’s machine learning beta SDK for mobile developers. This AI Machine Learning certification allows developers to embed ML technologies with APIs running on the cloud or device. A good example is the face, text recognition, barcode scanning, image labelling, and others. After completing this best AI certification online, you'll be able to confidently build apps for Android and implement ML features.
8. Deep Neural Networks with PyTorch - A framework created by Facebook, PyTorch is open-source and its code is available on GitHub. It has been widely picked among ML developers in the last 3 years and the code has also grown for uses in deep learning. This AI ML certification course by IBM will teach you to build deep neural networks with Python libraries like PyTorch with a comprehensive approach toward building and understanding neural networks.
9. Google Cloud Platform Big Data and Machine Learning Platforms - This is a 2-week AI certification course on big data and machine learning capabilities by the Google Cloud Platform on Coursera. This Artificial Intelligence certificate course enables learners interested in learning artificial intelligence online, to get acquainted with concepts such as cloud computing, Tensorflow, GCP as well as understand the fundamentals such as data modelling, CloudSQL, BigTable, Datastore, and statistics among others.
10. Modern Deep Learning in Python - A Python library best used for mathematical expressions because of its ability to deal with complex and multi-layer arrays of math expressions. It is a library folded over Keras Library. This is one of the best Artificial Intelligence courses out there, as it combines libraries such as Theano, Tensorflow, Keras and even PyTorch in a single course. You can learn about creating neural networks in Theano apart from Tensorflow, apart from training on GPU with the help of AWS.
Artificial Intelligence Career Options
Upon completion of artificial intelligence certification courses, students will explore numerous jobs in the artificial intelligence field. They may search for artificial intelligence jobs for freshers, jobs for AI engineers and others on recruitment websites such as Naukri.in, Indeed, Glassdoor, LinkedIn and others.
Conclusion
A solid certification in AI proves as a mark of your prowess in a certain framework and can help you land a whole new avenue of employment opportunities. AI tools courses can also provide you with the much-needed skills that will boost your current career and set you up for a change in responsibilities as an AI and ML programmer. The above-mentioned AI tools courses, and frameworks, are some of the most in-demand and widely used and building your skills around them will definitely make you a reliable prospect in the new job market.
Explore Artificial Intelligence Certifications Offered by Top Providers
Frequently Asked Questions (FAQs)
All these artificial intelligence courses are completely pursued online from your home. All you have to do is pace your schedule according to the online course calendar except for the self-paced online courses.
Several best artificial intelligence courses on the list claim to have an option for financial aid. It is advised to choose a course of your relevance and see if the course hosts monetary aid. Follow the due process if it does provide you with an option for financial aid.
All the AI certificate programs mentioned in the list are provided by industry leaders and will add a lot of value to your CV. Apart from the AI Machine Learning certification, your chances of landing a job also depend on the amount of practical skill you have acquired.
All the AI ML certifications mentioned above are providing hands-on experience to enrolled students as these are tangible skills that need to be certified with training.
These are high-in-demand, industry-relevant AI courses online that train you with practical skills. Your chances of employment, a raise, or a promotion increase by miles post getting certified.
The aforementioned artificial intelligence certifications will require you to have prior hands-on knowledge in coding languages like Python and C++ in some cases.
The value of each course varies with individuals. It is best to make a judgment based on your educational background or current employment scenario. It is highly likely that you will find a relevant certification from the list.
Machine Learning, deep learning, neural networks, and all the other terms that are frequently mentioned in the list are all subsets of Artificial Intelligence.
AI, ML, and deep learning are used in almost all the major industries today. Technology, Banking, Finance, Healthcare, etc are hiring data scientists and ML experts for a variety of roles.
Yes, you can create amazing, high-performing chat interfaces for platforms like Facebook and Telegram using Python and its Rasa framework. With companies realising the importance of creating natural language-enabled interfaces and increasing automation, they’re paying well to individuals skilled in creating such chat UIs.
Articles
Upcoming Exams
Application Date:05 September,2024 - 25 November,2024
Application Date:15 October,2024 - 15 January,2025
Application Date:10 November,2024 - 08 April,2025
Counselling Date:18 November,2024 - 20 November,2024