Roadmap to become a Machine learning Developer

Machine Learning: Machine learning is the study of computer algorithms that can improve or learn automatically through experience and by the use of data. For example: You can teach your ML program to recognise a cat by giving it larnge number of photos of cat.

Average salary : Average Salary of ML Engineer in india it range from Rs 7,00,000 to 8,00,000 whereas in USA it range from $90,000 $1,50,000 per annum. But it mostly depend on your knowledge and experience.

Why to become machine learning developer : Machine Learning is one of the emerging technology which has an incredible growth and job opportunity in the next few decades. Machine learning is a great career path if you’re interested in data, automation, and algorithms as your day will be filled with analyzing large amounts of data and implementing and automating it.

Things you can do with machine learning :

Personal Virtual Assistent
Self Driving Car
Face Recognition
Medical Diagnosis
Product Recommendation
Track User Activity
Predicting Weather
Predict Business model

Roadmap to become a Machine learning Developer

Step 1 : The first step to start machine learning is to choose a programming language. There are many programming languages in the market, but the most suitable for machine learning are Python and R. ( imp : Choose python becuase it is easy to use and learn, provides many machine learning modules like sklearn, tensorflow, pytorch, etc ).

Step 2 : Learn python libraries like numpy, pandas etc.

Step 3 : Learn to create databases with python and SQL.

Step 4 : Learn about Data Wrangling and visualization.

Step 5 : Maths required for ML are:

a) Statistics

b) Probability

c) Calculus

d) Linear Algebra (most important)

Step 6: Start creating your own ML algorithm.

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