DATA SCIENCE WITH PYTHON TRAINING IN VIJAYAWADA

Data Science with Python

Data is treated as the new currency in the world. Every day there are more than 2.5 quintillion bytes of data generated which needs to be sorted and analyzed to be used later.  The volume of data is growing exponentially and it results in a vast demand for data scientists. Data science training is helping individuals take advantage of this vast demand. Companies are spending anywhere between hundreds of thousands of dollars to billions of dollars on software and personnel to be able to analyze the available data to get an advantage over their competitors as well as to increase their market share.

Why Data Science with Python training is required?

Python is one of the most flexible coding platforms which can be used for a huge range of activities. It is open-source software. Data science with Python uses the features and flexibility of Python to carry out a number of programming to analyze data. Data science training with Python will help you to understand and execute the concept of Machine Learning. Python is easy to use and understand, simple yet powerful, and provides a platform for innovation as it can be used in a wide range of contexts. An alternative to this is data science with R. However, Python has been proven to be better than R which is why data science with Python is more relevant than data science with R. Codegnan is a leading Institute which provides Python backed data science course in Vijayawada.

Advantages of Data Science with Python

You will gain a better understanding of business analytics;
You will be able to analyze the available data for a wide range of activities such as market research, product recommendation, and much more;
You will also learn to use Machine Learning and be able to write supervised as well as unsupervised programs;
Data science training but also help you to formulate statements for testing hypothesis through parametric and non-parametric tests;
You will also be able to use your knowledge of Datascience to measure the correlation coefficient of the data;
Moreover, you will also be able to extract text from web pages through text mining;
Being able to analyze the data will also enable you to forecast a trend or result of an event;
You will also be able to access several Datascience libraries, such as Pandas, Numpy, and Spicy, which will help you to study, practice, and operate with an example dataset;
Our course also includes learning how to use Pandas, an open-source library, to store, manage, interpret, and conceive datasets; and many more such advantages

Why CodeGnan to be chosen to learn Data Science with Python training in Vijayawada?

We provide a data science course in Vijayawada using the Python programming language. Our team has extensive knowledge and years of experience in developing Datascience programs. Our 80 hours course is divided into 9 parts to help you better understand the various aspects involved in data science programming. We are a premier institute which aims to provide you with unmatched knowledge and training to help you with real-time experiences.

CURRICULUM

Course Syllabus

Part 1
Introduction to Python.
Who is using Python today?
Installation and setting up environment.
Basic syntax.
Built in data types.

Part 2
Basic Operators.
Decision making.
Loops.
Numbers.
Strings.
Lists.

Part 3
Tuples.
Sets.
Dictionary.
Functions.
Modules.

Part 4
Packages.
Files.
Exceptions.
Classes.
Regular Expressions.

Part 5
Database Access.
Networking.
Sending Email.
Building Microservices.
Working with git.

Part 6
Numpy.
Multi-dimensional array.
Files with arrays.
Linear Algebra.
Array Manipulation.
Structured and record arrays.

Part 7
Pandas.
Series.
Data Frames.
Reading and Writing Data in Text Format.

Part 8
Interacting with web APIs.
Interacting with Databases.
Handling missing data.
Combining and merging datasets.

Part 9
Matplotlib.
Plotting and visualizing data.
Data aggregation.
Time series.
Time zones.
Sickit learn.

Part 10
Introduction to Machine Learning
How do machines learn
Types of machine learning
Supervised learning
Unsupervised learning
Reinforcement learning

Applications of machine learning


Part 11
Selecting a model
Training a model
Classification
Regression
Clustering
Performance of a model

Part 12
What is a feature
Feature construction
Feature extraction
Feature selection

Part 13
Supervised learning classification.
Bayes Theorem
Naïve Bayes Classifier
K-Nearest Neighbour (KNN)
Decision Tree.
Random Forest Model
Support Vector Machines

Part 14
Supervised learning regression.
Simple linear regression.
Multiple linear regression.
Problems in regression analysis.
Polynomial regression model.
Logistic Regression.

Part 15
Unsupervised vs Supervised learning.
Applications of Unsupervised Learning
Clustering
Location: Vijayawada, Andhra Pradesh, India

Comments

Post a Comment

Popular posts from this blog

DATA ANALYSIS WITH PYTHON TRAINING IN VIJAYAWADA

Data Analysis with Python This program delivers you from the basics of Python to exploring several kinds of data. You will discover how to adjust data for analysis and make simplistic statistical critiques, produce important data visualizations, foretell expected drifts from data. Why Data Analysis with Python training is required? Python is a trendy tool concerning data analysis. In recent years, many libraries have approached capability, deducting users to take advantage of the excellence, versatility, and production of Python outwardly losing the functionality those records have expanded over the years. Advantages of Data Analysis with Python Data Analysis libraries will encourage you to study and practice Pandas, Scipy and Numpy libraries to operate with an example dataset. We will include pandas, an open-source library, including how to use it to store, manage, interpret, and conceive datasets. Then we will continue to a different open-source library, sci-kit learn a...
Read more

MACHINE LEARNING TRAINING IN VIJAYAWADA

Machine Learning Course Machine Learning is a set of algorithms that help the machines, that is the computers, devices, and every bit of technology that uses Artificial Intelligence to ‘learn’ from their own experiences with varying amount of human intervention. Some Machine Learning algorithms need humans to modify their codes regularly while others can modify the algorithms themselves. Machine Learning training can enable a person to code such algorithms which would be able to process large data and use the result to modify itself, make future predictions, mimic human behavior, and many such activities. Every year millions of dollars are spent on developing new algorithms for Machine Learning in order to help companies increase their efficiency and productivity. Having a Machine Learning certification would help software engineers to tap into this market. Using Machine Learning in Numerous Industries At Codegnan, we provide one of the best Machine Learning training in Vijayaw...
Read more

PYTHON TRAINING IN VIJAYAWADA

Python Training in Vijayawada Python is a high-level programming language for general purpose programming. It is the perfect language for someone trying to learn computer programming for the first time. Guido van Rossum created Python programming in 1991. Python is an open source programming language. Many applications like web, games, software development, Object Databases, Network Programming, Mobile applications and many more can build using python programming. Python programming supports both structured and object-oriented programming. Python Training Course – Objective Python programming language training main objective for the student is to develop primary programming skills up to the higher end to solve the different programming logic. A student can able to write a different type of logic at the end of the sessions. After learning python programming language course, the student can able to build web applications, database access and data analysis. Few applications which ...
Read more