Machine Learning Internship

Welcome to Google Rated No 1- Best Machine Learning Internship company – By 10 Years Microsoft Awarded MVP - ISO Certified

Welcome to KaaShiv InfoTech

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ISO Certified Company - Google Rated Number 1

Machine Learning Internship

KaaShiv Infotech offers, machine learning internship . Internship provides you an in-depth knowledge on Machine Learning Programming.  This internship enables the students to understand and learn the current trend in the job market. Students will  prefer internships to  build their profile for their jobs and also for their higher studies. Our company provides both machine learning internship offline and machine learning internship online . internship on Machine learning imparts technical and programming skills on the below list of ML areas such as,

 

  1. Python Basics –  Python Programming, Python Installation
  2. Python Operations –  How to use python
  3. Python Machine Learning Machine learning with Python Programming , Algorithms& its implementation
  4. Python Data Science  – Data Science with Python Programming , Algorithms& its implementation
  5. Python Advanced  – OOPS , Class / Object python programs , Exception Handling in python

 

Highlights of our company

  • Common Wealth Bank Recognized Leading Light Rising Star Award Winner
  • Run by 10 Years Microsoft Awarded MVP ( Most Valuable Professional )
  • Google Recognized Experts and Cisco Recognized Certified Experts
  • Microsoft Certified Professionals
  • Artificial Intelligence  and Robotics Experts
  • HCL Technologies Awarded SME ( Subject Matter Expert )
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Why our company provides, machine learning internship for students

The Course curriculum for, machine learning internship undergraduate – is carefully researched and prepared by professionals from MNC to meet the demands expected in the current IT industries. After completing Internship at Chennai at KaaShiv Infotech, students will be familiar with the entire Machine learning concepts with python, Data science with python, Implementing – Machine Learning Projects . Below are some of the insights of our  programme, machine learning internship in chennai ,

Gain a new perspective on your student life
Discover New And Hidden Talent
Real-time project development and Technology Training
Bolstering your CV
100% Practical Technology training
Earn academic credit & fulfil academic goals
Real Life Experience and Exposure
After completion, Internship report will be provided.
Guidance in creating R & D projects

Trainers to train you

Kaashiv InfoTech Trainers are real-time IT experts and professionals worked in machine learning programming from leading MNCs like

  • TCS,
  • HCL,
  • Infosys,
  • Cognizant,
  • Wipro
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Machine learning internship opportunities

There is a demand for machine learning professionals both in India and across the world. As per reports, 70,000+ data science jobs are vacant due to lack of talent.

 

  • Lack of good relevant education: Most colleges are lagging in teaching machine learning and technology subjects. The education isn’t in-sync with what the business needs
  • Lack of internship opportunities: There are few Machine Learning internship opportunities out there, resulting in a fast growth of self-taught and uncertified machine learning professionals
  • Lower levels of fluency in coding: Most self-taught machine learning individuals learn by only watching videos, resulting in small practice of hands-on ML model building

As a result, you end up with a very large population of uncertified professionals challenging for the high-paying machine learning jobs and Machine Learning Projects.

Why machine learning internship is important ?

  • What is related to the industry: This internship gives you a clue of meaningful industry experience, while touching upon all the machine learning techniques and algorithms necessary in the business today
  • An internship, not a course: Unlike the courses which are just a collecting of videos, this is an internship that lets you work on a project, week after week
  • Get confident at coding: Unlike the courses where you just watch videos, in this internship you get your hands dull with coding, each day for your projects

Below are some of the, machine learning internship jobs :

  • Machine Learning Developer
  • Machine Learning – Technical Director
  • PYTHON Application Designer / Internet of Things
  • Research Analyst
  • Data Analyst
  • Data Scientist

KaaShiv Infotech Internship programme horne you in the above said skills / job roles from basics to Advanced.

What is Machine Learning ? - Basic Introduction to Machine Learning

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Types of Internship Training to the Students

Learn and Implement
45 Concepts Covering 7 Technologies
+ 1 Projects

Short Term Internship
- Machine Learning Internship

  • Machine Learning Internship – Duration: 1 day, 2 days, 3 days, 5days/ 10days or Based on Student Preference
  • Training hours: 3 hrs per day
  • Software & other tools installation Guidance
  • Hardware support
  • Machine Learning Internship Report creation / Machine learning internship projectsReport creation
  • KaaShiv Infotech is top under, machine learning internship in india ,  1 Real time projects – After 6 months of regular Paid Internship, Internship becomes free + For best interns Stipend will be provided + Best Interns will be offered Job too.
  • Internship Certificate & Inplant Training Certificate &  Industrial exposure certificate + (Achievement certificate for best performers)
S.No
Machine Learning internship india 2021 – Syllabus

100% Practical – Live HandsOn – Data science Machine learning Internship

Topic 1 : Python Programming – Introduction
History of Technology , Evolution of Programming Languages , What is python , History of Python , Why Python , Where Python used for? , Big Companies Using python , Tools and Frameworks In Python , How Python code works , Python for .Net and Java , DOWNLOAD & INSTALL PYTHON , Domain Vs Tools in Python , Install Python ,Python Tool – How to work
Topic 2 : Python Operations – Basics

Strings in Python , Integer in Python , Operators in Python , String Operations in Python , Loops in Python , Not in and In Operator in Python , Lists – Advanced functions in Python

Topic 3 : Python Matrix and Python Functions

Matrix Operations ,  Matrix Usages , Functions with arguments and Parameters, Advanced functions and Advanced concepts

Topic 4 : Python Advanced 1

What is Class & Object , What is Constructor , What is Inheritance , What is self method , Try except , Raise exception

Topic 5 : Python Project 

IOT, Step by step guidance Python Project , Project Implementation , Project report creation

Machine Learning Internship Certificate

+ Machine Learning Inplant Training Certificate

+ Free Industrial exposure certificate + (Achievement certificate for best performers) + 1 Machine Learning Project

Learn and Implement
70 to 400 Concepts Covering 9 Technologies
+ 2 Projects

Long Term Internship
- Machine Learning Internship

  • Machine Learning Internship – Duration: 6 days to 6 Months or Based on Student Preference 
  • Training hours: 3 hrs per day
  • Software & other tools installation Guidance
  • Hardware support
  • Machine Learning Internship Report creation / Machine Learning Project Report creation
  • KaaShiv Infotech is top under,  Machine Learning internship chennai ,  based 2 real time projects.
  • 3 Certificates will  be given
    • Internship Certificate
    • Inplant Training Certificate  
    • Industrial exposure certificate
    • + (Experience Letter for best performers and Researchers)
    • Free Machine Learning Internship / Machine learning internship free – Above 6 months (or) machine learning internship 6 months , After 6 months of regular Paid Internship, Internship becomes free + For best interns Stipend will be provided + Best Interns will be offered Job too. Machine learning internship salary – Will be paid after 6 months as stipend.
S.No

AI machine learning internship

100% Practical – Live HandsOn  – Machine learning internship near me

Topic 1 : Python Programming – Introduction
History of Technology , Evolution of Programming Languages , What is python , History of Python , Why Python , Where Python used for? , Big Companies Using python , Tools and Frameworks In Python , How Python code works , Python for .Net and Java , DOWNLOAD & INSTALL PYTHON , Domain Vs Tools in Python ,
Install Python ,Python Tool – How to work
Topic 2 : Python Operations – Basics

Strings in Python , Integer in Python , Operators in Python , String Operations in Python , Loops in Python , Not in and In Operator in Python , Lists – Advanced functions in Python

Topic 3 : Python Matrix and Python Functions

Matrix Operations ,  Matrix Usages , Functions with arguments and Parameters, Advanced functions and Advanced concepts

Topic 4 : Python Advanced 1

What is Class & Object , What is Constructor , What is Inheritance , What is self method , Try except , Raise exception

Topic 5 : Python Project 

IOT, Step by step guidance on, python internship projects , Project Implementation , Project report creation

Topic 6 : Python Machine Learning
Creating a Data Frame , Transform Values to Numbers , Data Mappers , Null Finding , Null Mapping to Mean Value , Null Mapping to Constant Value , Accessing Inbuilt Data Sets , Finding Outlier Data , Filter Missing Values , Feature Selection
Topic 7 : Python Data Science
What is Data Science , Diff between DS, Data Analysis, Data Mining , Data Mining Vs Data Science , History of Data Science , What does a data Scientist will do , Data Science – Life Cycle , Data Science – Step by Step , How Data Science works , Data Science – Mean Implementation , Data Science – Probability Implementation
Topic 8 : Python Machine Learning Advanced
Datasets for Research , Access Datasets and How to convert into Data Frame ? , Dataset Details ,
What are we going to See in this Session ? , What is LDA , Why LDA Technique , How LDA Technique Waorks ? , LDA Implementation Possibilities , Feature Filtration using Threshold Technique , How to Calculate Variance ? , Model Evaluation , Intelligence learning Systems , Basic Datasets to do research , Planned Procedure to achieve our result , Planned data for our research , Machine Learning & Data Science Algorithms , Unsupervised Learning , Supervised Learning , Clustering Vs Classification , Dataset Details , Sample Datasets For Clustering , Sample Datasets For Classification , Sample Datasets For Regression , Clustering , Classification , Regression
Topic 9 : Python Tkinter GUI Programming
Basic Intro On Application Vs Database , How Sqlite Works , Who Is Using Sqlite , How To Work With Python And Sqlite , Python Gui Programming – Tkinter , How Tkinter Program Works , Labels In Tkinter , Grids In Tkinter , Button In Tkinter , Button Click In Tkinter , Combo Box In Tkinter , Check Box In Tkinter , Radio Btn In Tkinter , Introduction To Mysql , How To Work With Python And Mysql

+ Internship Certificate

+ Machine Learning Inplant Training Certificate

+ Free Industrial exposure certificate + (Achievement certificate for best performers) + 2 Machine Learning Projects

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How to get machine learning internship in india ?

Apply for internship - Contact Us

Thanks for choosing our 100% Practical interactive, machine learning internship india online training . As an Intern, you will get high end technological knowledge for sure. Welcome to KaaShiv Infotech, best internship company to provide, machine learning internship program . Opening for Machine Learning intern for the year , machine learning internship 2021 , machine learning internship 2022 , machine learning internship 2023 is available to apply

Contact Number / Whatsapp Number

Mobile 1 : 7667662428
Mobile 2 : 7667664842
Mobile 3 : 9840678906
apply for internship

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Sample Video – Machine learning internship video

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More about our Company

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Our, Machine learning internship india near me - Training Youtube Channels –

Our Technology Channel :

https://www.youtube.com/channel/UC2MYZHG8a56u4REI2RedtRA

 

Our Subject Channel : 

https://www.youtube.com/channel/UC9dcBYLL-ZGTy7ml8YMTlag/videos

 

Check out the colleges attended our  Internship :

Click to view more details   Machine learning internship reviews

Intern Students Feedback

Check our ( Intern )Students Feedback :

Inplant training in chennai for Machine Learning – Feedback – https://www.kaashivinfotech.com/inplant-training-feedback

 

Machine Learning Internships – Feedback  – interns for machine learning students

 

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1. Report for the internship will be provided after the completion of the programme. internship report on machine learning with python , internship report on data science with python , summer internship report on Machine Learning , winner internship report on machine learning - will be given

2. Regular tech updates to the students.

3. Free internship Projects given

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1. Industry Recognized, certificate for internship will be given.

2. 3 Certificates will be given ( Intern Certificate + Inplant Training Certificate & Industrial exposure certificate ) + (Achievement certificate for best performers)

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2 day / 3/ 4 / 5 / 10, 20 days or 1 month to 6 Months ( Any Number of Days – Based on student preferences)

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Machine learning internship work from home

Machine learning internship for freshers

  • This internship can be done by the freshers to build their career. This programme will provide a clear baseline for entry level engineers to  enter into the IT industry.
  • Before entering into the companies, doing an internship will give you more clarity in the programming field.
  • Machine Learning internship for students – Kaashiv Infotech recommends all department students, fresher and even school students to take up this training and build their career.

Machine learning internship for beginners

  • internship for ML programmers – Learning the programming techniques and getting ideas to do machine learning projects enables the programmer to be well versed in technology
  • Enables the machine learning developers to learn basic programming, logical skills, analytical skills and advanced programs involving machine learning with python and data science with python.

 

Internship for Machine Learning programmers

  • Enables the students, freshers and developers to create their machine learning projects  on their own.
  • This machine learning internship, enables the individuals getting ready for the interview and so also to enhance their careers.

 

Machine Learning summer internship

  • machine learning internship summer 2021 – This programme becomes mandatory before completing their degree for computer science based students Due to its huge involvement and implementation flexibility in many fields.
  • The reason for doing machine learning internships is, real time industrial exposure is preferred by most of the companies in India. Identifying real-time internship with recognized internship certificate is very important. After completing the internship will acquire practical knowledge, analytical skills, programming skills, and problem-solving skills.
  • ML internships program is having round the year and the students preferring, machine learning internship summer 2021 india , machine learning internship summer 2022 india , machine learning internship summer 2023 india . Kaashiv Infotech is right choice to do internships and guidance to prepare, summer internship report on machine learning

 

Winter internship in machine learning

  • Internship can be done by diploma studying students , engineering students or freshers and arts college students too.
  • Students can prefer the internships in the winter holidays too. Doing meaningful learning in the holidays is the best and first step towards the vision of success. The reason is, your career is getting enhanced and Practical knowledge with programming skills carves the machine learning interns towards cutting edge technologies.
  • Students preferring, machine learning winter internship 2021 , machine learning winter internship 2022 , machine learning winter internship 2023 . Kaashiv internship programme is the right choice.

 

Remote machine learning internship

  • Machine learning internship remote – kaashiv offers online internships  (and) internship on machine learning online – for the students or professionals who prefer, work from home machine learning internship (or) machine learning internship work from home free
  • Our, Machine learning online internship – programme provides Online portal to study anytime, online classes to study flexibly , industry recognized certificate with, machine learning internship questions (and) machine learning internship questions training – for all the attendees. Machine Learning internship work – can be preferred from different locations such as, machine learning internship chennai (or) machine learning internship in chennai preferred students can learn online and can come down to office to learn and resolve your doubts directly from the trainers.

 

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Machine Learning Internship India questions and answers

Is machine learning still in demand?

  • Over the past five years alone the number of AI-related job postings on job portals has increased by 100 percent, according to the platform’s latest AI talent report.

What can i learn from this internship ?

  • Kaashiv Infotech provides an great opportunity for students with their Machine learning internship which covers python programming, operations,python matrix and functions, various Machine Learning Algorithms and Natural Langauge Processing, etc. Machine learning projects would give the real-time experience needed in the industry and would make any student career ready.
  • The skills you will be integrating during the internship are:
    • Knowledge about Machine Learning concepts.
    • Core Python skills mandatory in the industry.
    • Several Machine Learning Implementations of Algorithms on data set for the recognition and analysis of the programs.

what does machine learning interns do ?

  • A machine learning intern works in the area of data science. In this internship, you work together with machine learning engineers who are developing AI programs. They do this by writing computer code that allows a software system to run separately.

How to write my machine learning internship experience ?

How to put – machine learning internship experience – on your resume

  • Add the internship to your work experience.
  • Write the formal title, company, location, and date of your internship.
  • List your responsibilities throughout the internship.
  • Include any achievements or accomplishments.

How About, Machine Learning internship cover letter ?

  • cover letter for machine learning internship – Start your machine learning internship cover letter with a compelling opening statement.
  • Tell them why you’re the perfect candidate to resolve their future ML concerns.
  • Clarify why this specific company and position are ideal for you.

Which is the best company for machine learning internship ?

Kaashiv infotech is the best company to offer it internship . People preferring , machine learning Internship in Chennai  or internship for machine learning students in tamilnadu , Kaashiv is the right choice and we look for, interns for ML students too. Our company offers,
  •  1. Best Industrial Training Company for machine learning (and) paid machine learning internship .
  •  2. online industrial training for machine learning / Online Practical Internship for Machine learning
  •  3. Duration based internships like, 6 months , 1 month, 2 month , 3 month internship for machine learning student
  •  4. It can be done as courses, jobs, with allowance too like, machine learning internship course / internship jobs for machine learning students / machine learning internship allowance
  •  5. If you search for , machine learning internships near me – kaashiv infotech will surely strikes ur mind.

What are the skills required for machine learning internship ?

  1. statistics – Various statistical tools
  2. Probability – Derivative techniques, Bayes Nets, and Markov decisions
  3. Data Modeling – Finding the data structures, patterns, and filling the gaps
  4. Programming Languages – Python, R, C, C++
  5. Programming Fundamentals – computer architecture, algorithms, data structures, complexity, etc
  6. ML Library – Microsoft’s CNTK, Apache Spark’s MLlib and Google TensorFlow
  7. Algorithm
  8. Software Design – Strong skills of Application User Interface ( APIs) and designing interface

What are the requirements for machine learning internship ?

There are no specific degree requirements used as prerequisites for machine learning jobs. However, most managers will be looking for a bachelor’s degree in computer science, or a related technical field.

machine learning internship requirements

  • Are enrolled in a degree program at the time of the internship
  • Have completed their Foundation year (at least 27 credits)
  • Have a cumulative GPA of 2.5 or above
  • International students also have specific eligibility requirements.

Which startups provide the best machine learning internship in india ? What are the duration of these internships? Also, are these internships free or stipend based ?

The Answer is, Kaashiv Infotech offers internship  This internship involves, practical  knowledge and real time experience . Internship duration can be from 1 day to any number of days like 6 months. Usually students will prefer 5 days to 6 months of internship.

How machine learning internship works ?

  • Machine Learning Internship is the best way to start your data science career. It is designed to, both, test your skills and to give you the experience of a real-world data science problem.
  • You will receive a series of projects that incrementally solve a real-world machine learning problem.
  • You can reach out to one of our Machine Learning tutors, in case you face any trouble at any point in the program.
  • Though it is good to struggle a bit and solve a data science problem manually, we have machine learning videos to help you learn the basic concepts of Machine learning with Python
  • At the end of internship, you will have an meeting with our team, who will guide you on the projects that you did during your internship.
  • At the end of the internship you will receive an internship completion certificate.

Is doing internship in Machine Learning worth it? Can it add some advantage to my resume for campus placement ?

The Answer is, Yes . Internships in machine learning provides lot of technological and programming knowledge to the students and enable them to become professional experts

Which company is best for machine learning (or) which machine learning internship is best ?

  • Kaashiv infotech is the best company to do a machine learning internship. It is designed to, both, test your skills and to give you the experience of a real-world data science problem.

What are the topics in machine learning internship ?

  • Python Basics
  • Python Machine Learning
  • Python Data Science
  • Python ML Projects
  • Machine Learning Advanced Concepts
  • Machine Learning projects

Is Machine Learning a good career ?

  • The average salary in machine learning makes it a profitable career option for everyone out there. Since there is still a long way for this business to reach its top, the salary that you make as an ML expert will continue increasing with every year. All you need to do is keep upskilling and updating yourself.

Which is the best institute for a machine learning internships in bangalore, pune ?

The Answer is, Have you tried internship in kaashiv infotech company. From Pune via online machine learning internship or through our online internship you can apply and learn. Our online internships will have, online portal , live classes from machine learning expert trainers with industry recognized certificates.

How to get machine learning internship ?

Machine Learning Interview Questions and Answers

What is Machine Learning ?

  • Machine learning is a subject of computer science which deals with system programming in order to study and improve with experience.  For ex: Robots are automatic so that they can perform the task based on data they gather from sensors. It automatically studies programs from data.

 

Datamining Vs Machine Learning ?

  • Machine learning tells the study, design and development of the algorithms that give computers the ability to learn without being clearly programmed.
  • While, data mining can be defined as the process in which the unstructured data tries to extract data or unknown interesting patterns.  In this process machine learning algorithms are used.

 

What are the stages to build the hypotheses or model in machine learning?

  • Model building
  • Model testing
  • Applying the model

 

What is ‘Overfitting’ in Machine learning?

  • In machine learning, when a statistical model defines random error instead of underlying relationship ‘overfitting’ occurs.  When a model is too complex, overfitting is normally observed, because of having too many parameters with respect to the number of training data types. The model displays poor performance which has been overfit.

 

Why overfitting happens ?

  • The overfitting exists as the conditions used for training the model is not the same as the principles used to judge the efficiency of a model.

 

What is inductive machine learning ?

  • The inductive machine learning includes the process of learning by examples, where a system, after a set of observed examples tries to make a general rule.

 

What are the five popular algorithms of Machine Learning ?

  • Neural Networks (back propagation)
  • Probabilistic networks
  • Decision Trees
  • Nearest Neighbor
  • Support vector machines

 

What are the different Algorithm techniques in Machine Learning?

  • Supervised Learning
  • Unsupervised Learning
  • Semi-supervised Learning
  • Reinforcement Learning
  • Transduction

 

what is the function of ‘Unsupervised Learning’ ?

  • Find groups of the data
  • Find low-dimensional symbols of the data
  • Find interesting directions in data
  • Interesting coordinates and correlations
  • Find novel observations/ database cleaning

 

what is the function of ‘Supervised Learning’?

  • Classifications
  • Speech recognition
  • Regression
  • Predict time series
  • Annotate strings

 

In what areas Pattern Recognition is used?

Pattern Recognition can be used in

  • Computer Vision
  • Speech Recognition
  • Data Mining
  • Statistics
  • Informal Retrieval
  • Bio-Informatics

 

What is Genetic Programming?

  • Genetic programming techniques used in machine learning. The model is based on the selecting and testing the best choice between a set of results.

 

What are the two methods used for the calibration in Supervised Learning?

The methods used for predicting good chances in Supervised Learning are

  • Platt Calibration
  • Isotonic Regression

These methods are considered for binary classification, and it is not trivial.

 

 

Which method is frequently used to prevent overfitting?

  •  ‘Isotonic Regression’ method is used to prevent an overfitting issue.

 

What are Bayesian Networks (BN) ?

  • Bayesian Network is used to represent the graphic model for possibility relationship between the set of variables.

 

What are the different methods for Sequential Supervised Learning ?

  • Sliding-window methods
  • Recurrent sliding windows
  • Hidden Markow models
  • Maximum entropy Markow models
  • Conditional random fields
  • Graph transformer networks

 

What are the different categories you can categorized the sequence learning process?

  • Sequence prediction
  • Sequence generation
  • Sequence recognition
  • Sequential decision

 

What is sequence learning?

  • Sequence learning is a method of teaching and learning in a logical manner.

 

What are two techniques of Machine Learning ?

The two techniques of Machine Learning are

  • Genetic Programming
  • Inductive Learning

 

What is clustering in Machine Learning ?

Clustering is a technique used in unsupervised learning that includes grouping data points. If you have a set of data points, you can use of the clustering algorithm. This technique will allow to classify all the data points into their specific groups. The data points that are thrown into the same category have similar features and properties, whereas the data points that fit to different groups have different features and properties. This method allows to perform statistical data analysis.

 

What are the differences between Supervised and Unsupervised Machine Learning ?

Supervised learning:

Supervised learning algorithm use labelled data to get trained. The models take direct feedback to confirm whether the output that is being projected is, indeed, correct. Also, both the input data and the output data are provided to the model, and the main goal is to train the model to predict the output when it accepts new data. It can mainly divide into two parts, classification and regression. It offers exact results.

Unsupervised learning:

Unsupervised learning algorithms use unlabelled data for training purposes. In this, the models do not take any feedback, and unlike the case of supervised learning, these models classify hidden data trends. The unsupervised learning model is only provided with the input data, and its main goal is to identify hidden patterns to extract information from the unknown sets of data. It can also be classified into two parts, i.e., clustering and associations.

 

 

Differentiate between classification and regression in Machine Learning.

  • Classification: 
    • In classification, we try to create a Machine Learning model that supports us in separating data into categories. The data is labelled and considered based on the input parameters.
    • For ex, see that we want to make predictions on the churning out customers for a specific product based on some data recorded. Either the customers will churn out or they will not. So, the labels for this would be ‘Yes’ and ‘No.’
  • Regression: 
    • It is the process of creating a model for distinguishing data into continuous real values, instead of using classes or discrete values. It can also classify the distribution movement depending on the old data. It is used for predicting the occurrence of an event based on the degree of association of variables.
    • For example, the prediction of weather condition depends on reasons such as temperature, air pressure, solar radiation, elevation of the area, and distance from sea. The relation between these factors supports us in predicting the weather condition.

 

How can you avoid overfitting ?

  • By using a lot of data overfitting can be avoided, overfitting happens relatively as you have a small dataset, and you try to learn from it. But if you have a small database and you are required to come with a model based on that. In such situation, you can use a technique known as cross validation.
  • In this method the dataset splits into two section, testing and training datasets, the testing dataset will only test the model while, in training dataset, the datapoints will come up with the model.
  • In this technique,  a model is usually given a dataset of a known data on which training (training data set) is run and a dataset of unknown data against which the model is tested. The idea of cross validation is to define a dataset to “test” the model in the training phase.

 

 What is ‘Training set’ and ‘Test set’?

  • In various areas of information science like machine learning, a set of data is used to discover the potentially predictive relationship known as ‘Training Set’. Training set is an examples given to the learner, while Test set is used to test the accuracy of the hypotheses generated by the learner, and it is the set of example held back from the learner. Training set are distinct from Test set.

 

What is algorithm independent machine learning ?

Machine learning in where mathematical foundations is independent of any particular classifier or learning algorithm is referred as algorithm independent machine learning.

 

What is Model Selection in Machine Learning ?

  • The process of selecting models among different mathematical models, which are used to describe the same data set is known as Model Selection. Model selection is applied to the fields of statistics, machine learning and data mining.

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