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FREE Live Online Training - Machine Learning For Loan Prediction
It won’t be wrong to say that we are a privileged generation who are living in an era that is full of technological advancements. Those days are the thing of the past when a majority of the tasks were done manually, now we are experiencing a time where a lot of work is taken over by machines, software, and various automatic processes. One such advancement is AI & Machine Learning that can transform computers and machines to think like humans.
ML has become so popular that developments in its models are happening at a pace that has become challenging for others to keep up with. As of now, only a handful of people truly understands all the advancements made in Machine Learning & its algorithms.
We truly believe that learning and understanding how ML works has become as important as learning to read and write, especially if you are a programmer. Literally, AI & ML is everywhere and it has the potential to change any domain as a whole. Considering its need and importance, we have organized a live training session dedicated to Machine Learning for FREE. It will train you to utilize machine Learning for building an algorithm for loan prediction. During this training session, you will be trained for:
- Machine Learning
- ML Paradigm
- ML Pipeline
- Building ML Model (Loan Prediction)
Topics
Undoubtedly, Machine Learning is one of the most in-demand & trending technologies of the 21st century that allows computers to understand, analyze, predict outcomes based on past data. Despite all the ongoing research to explore all the benefits & applications of ML, it is already being used for various modern-day applications. In this first section, Dr. Darshan will introduce you to the concepts of Machine Learning along with its applications & implementation. He will give you an in-depth knowledge of why learning machine learning can be a game-changer for your career.
As machine learning is very complex, experts have categorized it into 2 main parts i.e. supervised and unsupervised learning along with reinforcement learning. All 3 of them are known as the ML paradigm. Each one is different and used for specific purposes by using different types of data. As per the experts, around 70% of machine learning constitutes supervised learning, 10-20% is unsupervised learning, and the rest is reinforcement learning.
This section will cover all the machine learning paradigms. You will get to understand all 3 types including supervised, unsupervised & reinforcement learning along with the core differences. He will also cover their use cases, implementation & future prospects.
Any machine learning pipeline includes all the steps required to train the machine learning model. However, the term “pipeline” itself is misleading since it denotes a one-way flow of data. Contrary to this, in machine learning pipelines, all the steps are cyclical and iterative as machine learning requires every step to be repeated in order to improve the model’s accuracy and to achieve a high success rate.
In this section, the instructor will give you insights into the machine learning pipeline to give you a comprehensive understanding of how to break up your ML problem into small pieces, and then solve each of them separately. You will also learn the importance of ML pipeline, use cases, & major challenges.
It will be the last section dedicated to the live project & discussion with the instructor. After understanding machine learning, now you will test all your knowledge by building a loan precision model based on Random Forest Classifier. It will include:
- Data handling
- Data cleaning
- Data visualization
- Correlation
- Random Forest Classifier Implementation
- Testing the model’s accuracy
Activities
In-Depth Session on HTML & CSS
Career Guidance
Live Q&A
Live Session Recording
Free Course GIveaway
Workshop PPT
FAQS
Once you have reserved your seat, we will send you 3 emails. You will receive the 1st email 48 hours before the webinar starts; the 2nd email will be sent 24 hours; & the 3rd email will be sent 2 hours before the webinar starts. Each of these emails will include a link that you can use to access the webinar.
Q&A session will begin at the end of the live training. During this session, all users are free to ask their questions, however, it is upon the instructor to reply to any of the given questions.
No. There will be just 1 slot available with limited seats for this webinar. Once you have reserved your seat, you won’t get an option to change it further.
Once the webinar is over, we will provide you the link that will help you to download all the resources and webinar recordings.
It will be a Free webinar on ML For Loan Prediction, so a cancellation will not work.
You can contact our support team at support@eduonix.com
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