Hello Folks ! Today you will get familiar with one of the most trendy topics of the current time which is Machine Learning. We will be covering some amazing algorithms of Machine Learning and concepts behind it.
So first thing first we will be starting with what is Machine Learning and what makes it so special and high demanding.
Machine Learning
The name machine learning was coined in 1959 by Arthur Samuel.Tom M. Mitchell provided a widely quoted, more formal definition of the algorithms studied in the machine learning field: “A computer program is said to learn from experience E with respect to some class of tasks T and performance measure P if its performance at tasks in T, as measured by P, improves with experience E.
So basically Machine Learning is subset of Artificial Intelligence which is used for data analysis and finding relationships between the independent and dependent variables based upon the observed patterns within the dataset. Based upon the analysis and data patterns the machine can further predict the dependent variables values.
Machine learning can be categorized into three types,namely :
- Supervised Learning
- Unsupervised Learning
- Reinforcement Learning
Below depiction makes clear categorization of Machine Learning:
Why Machine Learning ?
OK well ! We are now quite familiar with what Machine Learning stands for.Now the question arises why do we actually need to care about Machine Learning ? What are the benefits of implementing Machine Learning in our lives ?
In this rapidly growing world where technologies tend to change every moment,machine learning has found great implications in various sectors such as Health Care,Financial services,Resource planning,taking business related decisions etc.
A huge breakthrough in Machine Learning came with the inclusion of Artificial Neural Networks under its belt. The use of Neural networks in the field of Robotics and creation of predictive models is exceptional.
The huge implication of Machine learning in each and every sector now a days has made the demands of Data scientists very high,making it one of the most highly paid jobs these days.
OK guys ! that’s all for this part.By now I believe you got some sought of understanding about the Artificial Intelligence and Machine Learning.In my further blogs I will be showing some cool applications of Machine learning and and build some amazing stuffs. So stayed tuned and I will see you in the next tutorial,till then GOODBYE 🙂
