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The way computers and robots are built seems to be getting smarter and more sophisticated by the day as computer engineers strive to make them act and behave just like humans. In the 21st century therefore where technology is much advanced with the rise of technologies like artificial intelligence, machine learning has gained a lot of interest and anyone interested in technology seems to be excited about it. Let us first understand what machine learning is.
What Is Machine Learning?
Machine learning is a field of computer science where various statistical techniques are used to let the computer learn on its own through analysis of data without actual programming. It is the area of Artificial Intelligence where machine learning is often used and focuses on development of computer applications accessing the data and using that data for learning without any human intervention. With machine learning, the process of learning starts through observation of the data and the aim is to let computers automatically start learning without the assistance of humans. Algorithms are used for the data as an input and statistical techniques are applied to anticipate the output while ensuring an update in output with the change in data. In short, machine learning is a collection of advanced algorithms that process data and it performs 3 main tasks that include training the model, testing the model and predicting the model.
Machine learning finds use in fields like health care, identification of fraud, financial services etc.
The process of machine learning involves key areas that include;
Proper identification of appropriate data set and preparation of the data for thorough analysis
Selection of the right machine learning algorithm to be used
Developing a suitable analytical model based on the selected algorithm
Training the model on the different types of data sets prepared for testing
Executing the model to get results.
Types Of Machine Learning
Machine learning is divided into 3 types that include
Supervised learning – It is the most popular type of machine learning that is easy to understand and implement. With it, data that is in the form of labels is fed using a learning algorithm to let the algorithm predict the label and get the feedback to check whether the predicted answer is right or not. It used to analyze the training data
Unsupervised learning – it occurs when an algorithm inferring from unlabeled data. It is used to deform the data into any other form.
Reinforcement learning- It performs a certain goal without any guidance. Finds applications mostly in video games and certain Google applications like AlphaZero and AlphaGo.
Machine Learning Assignments Help
Machine learning assignments are quite intense mostly because they involve a large number of concepts. It tends to get more intense mostly with machine learning programming assignments but you are not to worry about any of these. Our programming experts are readily available to offer you any help you may need with your machine learning assignment.
We help in machine learning topics that include but not limited to;
Text Processing in the Command Line
APIs & Web Scraping
Data Visualization in Python
Data Science Assignment Help in Python
Pandas & NumPy Assignment Help
Exploratory Data Visualization Assignment Help
Matplotlib Assignment Help
Processing Large Datasets in Pandas
Programming Concepts with Python
Spark & Map-Reduce
Natural Language Processing
Machine Learning Project
Data Cleaning and Analysis