Python & Data Science

Machine Learning

Instructor
Instructor
Mr. Krishna Jeevan Upadhyay

OVERVIEW

Artificial Intelligence is a utilization of computerized reasoning (AI) that gives frameworks the capacity to consequently take in and improve as a matter of fact without being expressly customized. The path toward learning begins with observations or data, for instance, models, direct understanding, or direction, in order to look for structures in data and choose better decisions later on subject to the models that we give. The basic point is to allow the PCs adjust thus without human mediation or help and change exercises similarly.

Job oriented Data Science certification route to examine statistics science and desktop getting to know the use of Python! Python which once was regarded as ordinary programming language has emerged as a superstar of the Data Science world in recent years, owing to the flexibility it gives for quit to cease agency extensive analytics implementation. This information science coaching covers data handling, visualisation, statistical modelling and machine getting to know efficaciously with sensible examples and case studies, making it one of the most practical Python online training. Even if you are looking Best data science training in delhi this is simply the right Place.

Objective

PYTHON WITH Machine Learning

What is Machine Learning?

Artificial Intelligence is a utilization of computerized reasoning (AI) that gives frameworks the capacity to consequently take in and improve as a matter of fact without being expressly customized. The path toward learning begins with observations or data, for instance, models, direct understanding, or direction, in order to look for structures in data and choose better decisions later on subject to the models that we give. The basic point is to allow the PCs adjust thus without human mediation or help and change exercises similarly.

Course Content

1. Introduction to Machine Learning
  • What is Machine Learning?
  • Intro about ML, DS,AI
  • Types Of Machine Learning(Supervised, Unsupervised , Reinforcement )
2. Basic Requirements
  • Intro about Pandas, Nunmpy ,Matplotlib, SKlearn
  • Hands-on using Jupyter and Spyder
3. Introduction to Statistics
  • Introduction to Statistics
  • Statistics and Machine Learning
  • Correlation Between Variables
  • Statistical Hypothesis Test
4. Data Preparation
  • Data Cleaning
  • Statistically Adjusting the Data
  • Selecting a Data Analysis Strategy
5. Regression
  • Simple Linear Regression
  • Multiple Linear Regression
  • Polynomial Regression
  • Support Vector Regression(SVR)
  • Decision Tree Regression
  • Random Forest Classification
6. Classification
  • Logistic Regression
  • K-Nearest Neighbors (K-NN)
  • Support Vector Machine(SVM)
  • Kernel SVM
  • Decision Tree Classification
7. Clustering
  • K-Means Clustering
  • Hierarchical Clustering
8. Association
  • Apriori
  • Eclat
  • String Comparison (equals method vs == operator)
  • Difference between String literal and String Objects
  • String Concatenation
  • Methods of String class
  • String Buffer class
  • StringBuilder class
  • String vs String Buffer
9. Reinforcement
  • Upper Confidence Bound(UCB)
  • Thompson Sampling
10. Natural Language Processing
11. Intro Deep Learning

Benefits of Machine Learning

  • Facilitates Accurate Medical Predictions
  • Simplifies Time-Intensive Documentation in Data Entry
  • Improves Precision of Financial Rules and Models
  • Increases the Efficiency of Predictive Maintenance in the Manufacturing Industry

Why Learn Python with Machine Learning?

  • It’s easy to learn. When contrasted with c, c++ and Java the language structure is easier and Python additionally comprises of a great deal of code libraries for convenience.
  • Despite the fact that it is slower than a portion of different dialects, the information taking care of limit is extraordinary.
  • Open Source! – Python alongside R is picking up energy and prominence in the Analytics space since both of these dialects are open source.
  • Capacity of associating with practically all the outsider dialects and stages.
  • Demand of pythnon Developer is higher

Why kr network cloud?

  • We have a world-class experienced Trainer for Machine Learning training
  • All lab facilities are available. labs are facilitated with computer
  • We provide corporate as well as industrial training in Delhi
  • Provide Exam Preparations to the Student
  • Our trainer will also help to crack your interview.

Best Machine Learning Training in Delhi

Job oriented Data Science certification route to examine statistics science and desktop getting to know the use of Python! Python which once was regarded as ordinary programming language has emerged as a superstar of the Data Science world in recent years, owing to the flexibility it gives for quit to cease agency extensive analytics implementation. This information science coaching covers data handling, visualisation, statistical modelling and machine getting to know efficaciously with sensible examples and case studies, making it one of the most practical Python online training. Even if you are looking Best data science training in delhi this is simply the right Place.