How to start a Career in Machine Learning

Machine Learning:

Machine learning is an application of Artificial intelligence that gives systems ability to automatically learn and build on experience without being specifically programmed. Machine learning focuses on the creation of computer programs that can access and use data on their own. It eliminates a lot of human effort and improves computer efficiency by allowing machines to learn for themselves.

Machine Learning is one of the top career paths in today's world. With advancements in technologies, the world has witnessed the wonders of AI and Machine Learning. If you are looking for a career in Machine Learning, selecting the right path is very important.

Once you take knowledge about ML and Artificial Intelligence then you can take a Machine Learning Online course under the supervision of experts.

Programming skills:

For becoming an expert in AI, engineers must learn programming languages ​​such as Python , R  , to create and implement algorithms.

Mathematics :

You need to have a detailed knowledge of linear algebra, probability, statistics, and calculus to understand different machine learning models such as regression, classification, and clustering models

SQL and Big Data technologies

In machine learning, you sometimes work at the terabyte and often petabyte scale with large amounts of organized, streaming, and real-time production-level data. They need to know about Spark, SQL and Big Data technologies to make sense of these data

Machine Learning libraries 

NumPy, Pandas, Matplotlib, Scikit Learn, Caret, Ggplot, dplyr, tidyr, etc.

Machine Learning algorithms 

Knowing the theory behind machine learning algorithms (Linear Regression, KNN, Naïve Bayes, SVM) will help you implement models with ease. Also, to build AI models with unstructured data, you need to understand Deep Learning algorithms (CNN, RNN, GAN) and implement it using frameworks such as PyTorch, TensorFlow, and Theano.

Enroll Machine Learning Online Training  to build a strong foundation in Machine learning Concepts

To start a career in this field you need to learn ML methods, its algorithms, and various topics. So there are various options in which you can take complete knowledge about ML.

Learn the different libraries like NumPy, Pandas, SciPy, Matplotlib, Scikit with the help of Machine Learning with Python Online Course at SkillsIon. In our Online Training, you will learn from the basics of python to advanced algorithm concepts.

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