120 likes | 132 Views
Machine learning tools are algorithmic applications of artificial intelligence that give systems the ability to learn and improve without ample human input; similar concepts are data mining and predictive modeling. They allow software to become more accurate in predicting outcomes without being explicitly programmed. The idea is that a model or algorithm is used to get data from the world, and that data is fed back into the model so that it improves over time. Itu2019s called machine learning because the model u201clearnsu201d as it is fed more and more data.
E N D
Presented by: Reviewing the best ML-tools in Use Today IIT Mandi & Wiley - Post Graduate Certification in Applied AI and ML
In 2019-2020Machine learning projects took home the most funding If not for ML-tools, these advancements would not have resulted in the outcomes that we experience today in the field of AI-ML IIT Mandi & Wiley - Post Graduate Certification in Applied AI and ML In Comparison to traditional AI $38 B
We have referred observations from Thoughtworks - on how the top-listed AI-ML tools position themselves on the basis of - Adaptability Ease of Set-up Scalability Prototyping ease IIT Mandi & Wiley - Post Graduate Certification in Applied AI and ML Participants which tops the adaptability test-
IIT Mandi & Wiley - Post Graduate Certification in Applied AI and ML Representation 1 Source: thoughtworks.com/insights
Observations- Scikit-learn tops as the most powerful Python interface which allows modeling across platforms The SparkML dependents like H2O & MLlib also made its way through. IIT Mandi & Wiley - Post Graduate Certification in Applied AI and ML Participants which tops the adaptability test-
IIT Mandi & Wiley - Post Graduate Certification in Applied AI and ML Representation 2 Source: thoughtworks.com/insights
Observations- H2O - the infamous driverless AI tool & MLlib, these two integrated Apache systems rules the scalability chart The huge memory and resource capacity makes it the leaders of the capacity IIT Mandi & Wiley - Post Graduate Certification in Applied AI and ML Participants which tops the usability test-
IIT Mandi & Wiley - Post Graduate Certification in Applied AI and ML Representation 3 Source: thoughtworks.com/insights
Observations- Tensorflow remains the pioneer tool in handling deep-ML projects Keras does not directly influence deep-learning but allows quick prototyping on top of frameworks IIT Mandi & Wiley - Post Graduate Certification in Applied AI and ML Participants which tops the adaptability test-
IIT Mandi & Wiley - Post Graduate Certification in Applied AI and ML Representation 4 Source: thoughtworks.com/insights
Lastly, this representation explains the distribution of tool applications across the ML- cycle. This gives us a closer look as to how to apply it across projects and diversities. IIT Mandi & Wiley - Post Graduate Certification in Applied AI and ML
Now It's your time to #BeAIReady! Explore AI-ML applications with cutting edge curriculum by IIT Mandi and Wiley NXT. The only PG Certification program in Applied AI, that develops skills in building applications with Deep Learning, Computer Vision, NLP, Image & Speech Processing IIT Mandi & Wiley - Post Graduate Certification in Applied AI and ML Facebook: https://www.facebook.com/miles.ai.analytics LinkedIn: https://www.linkedin.com/company/miles-ai-analytics Instagram: https://www.instagram.com/miles.ai.analytics/