Data Science with Python Training in Bangalore

Data Science with Python Training in Bangalore program provides the candidates with sufficient training in the skills needed to become a certified data scientist. The most in-demand technology will be included in this course like Data science on R, Big data on Hadoop and Python. Also, implementing concepts like data exploration, regression models, spark and hypothesis testing, Regression models, Statistical procedures, tools analytics and many more.
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About Course

Data Science with Python Course in Bangalore

In today’s technological era, data plays an important role in each and every field. This fact cannot be denied that data science has become widely used and accepted of all times. So, Data science can also be defined as the study of datasets which is associated with data collection, organization interpretation and data analyzing. After all this steps, data is converted into useful information. Therefore, the entire process demands proper training and knowledge about the different aspects which can be achieved through Data Science training in Bangalore. If you are really ambitious enough and want to chase your dreams for working with top IT MNC’s, you can take up this Data Science with Python Training in Bangalore.

Since, Python is becoming popular programming language, learning it along with data science can provide you an edge and also great addition to your skills. Now, most of the IT companies are hiring professionals having adequate knowledge on data science with python as they possess multi skills and have understanding about both the concepts.

The course session includes:

  • Introduction of python
  • Data types in python
  • Loops and expression in python
  • Load and export files in python
  • user defined function in python
  • Exception handling in python
  • Working pandas in python
  • Data science
 

What is Data Science with Python?

This data science with Python course in Bangalore will master you to establish the data science and analytics techniques using Python. With this Python for data science course, you will learn the essential concepts of python programming. In-depth knowledge of python programming language would be provided. Python is a required skill nowadays for many data science positions; therefore it enhances your career with this interesting and interacting, hands-on course. This program will provide you access to high-quality eLearning content and ensure you to follow the optimal path for your dream role of being a data scientist.

The data science role requires experience as well as the data science knowledge using the correct tools and technologies. It provides an excellent career choice for both new and experienced professionals. Aspiring professionals related to any background with an analytical frame of mind are suggested to pursue the Data Scientist Master’s Program, including:

  • IT professionals
  • Business Analysts
  • Banking and Finance professionals
  • Supply Chain Network Managers
  • Students in UG/ PG Analytics Programs
  • Analytics Managers
  • Marketing Managers
  • Those new to the data analytics domain
 

Advantages of Data Science with Python Training

Those who enjoy coding and dealing with vast datasets can shape up a career by taking data science training with Python. As it is an emerging field, the demand for data scientist is growing over the past few years. Students who aspire to work with renowned organizations can grab excellent opportunities by taking Data science training with Python. Since now data science with python is comparatively a new concept the aspirants face less competition.

  • It will help you develop great analytical ability to analyze data and extract useful and valuable piece of information.
  • The data scientist would help the organization to reach its desired heights by planning different strategies and contribute to the growth of the company.
  • You bridge the gap between Business and IT and in constant touch with business and IT stakeholders to ensure smooth functioning of the organization. This makes a good place for the data scientists.
  • You will get highly paid job offers as data scientists have a great demand. They are in great demand as well as respectable positions.
 

Jobs that are ideal for Data Science with Python trained professionals are:

  • Statistical programming specialist
  • Data analyst
  • Data scientist
  • Data science manager

Data Science with Python Course Syllabus

Session 1: Introduction of python

  • Why do we need Python?
  • Program structure

Execution steps

  • Interactive Shell
  • Executable or script files
  • User Interface or IDE

Session 2: Data types in python

Memory management and Garbage collections

  • Object creation and deletion
  • Object properties

Data Types and Operations

  • Numbers
  • Strings
  • List
  • Tuple
  • Dictionary
  • Other Core Types

Session 3: Loops and expression in python

Statements and Syntax

  • Assignments, Expressions and prints
  • If tests and Syntax Rules
  • While and For Loops
  • Iterations and Comprehensions

Session 4: Load and export files in python

File Operations

  • Opening a file
  • Using Files
  • Find and replace

Session 5: user defined function in python

Functions

  • Function definition and call
  • Function Scope
  • Arguments
  • Function Objects
  • Anonymous Functions

Session 6: Exception handling in python

Exception Handling

  • Default Exception Handler
  • Catching Exceptions
  • Raise an exception
  • User defined exception

Session 7: Working pandas in python

Advanced Concepts

Pandas Section

  • Python Pandas – Introduction
  • Introduction to Data Structures
  • Python Pandas – Series
  • Python Pandas – Data Frame
  • Python Pandas - Basic Functionality
  • Python Pandas - Descriptive Statistics
  • Python Pandas - Indexing and Selecting Data
  • Python Pandas - Function Application
  • Python Pandas – Reindexing
  • Python Pandas – Iteration
  • Python Pandas – Sorting
  • Python Pandas - Working with Text Data
  • Python Pandas - Options and Customization
  • Python Pandas - Missing Data
  • Python Pandas – GroupBy
  • Python Pandas - Merging/Joining
  • Python Pandas – Concatenation
  • Python Pandas - IO Tools
  • Python Pandas - Comparison with SQL
  • Python Pandas – Dates Conversion

Session 8: Data science

Data Science and AI

All the topics in data science will covered with following concept:

  • Mathematics beside of each model
  • Which scenario we want to use particular algorithm
  • How to apply it in tool
  • Inferential thing of each model
  • Difference between each model
    • Introduction to Machine Learning & Predictive Modelling
    • Major Classes of Learning Algorithms -Supervised vs Unsupervised Learning

Statistics

  • Standard Deviation
  • Variance
  • Concept of hypothesis testing
  • T test
  • Chi square
  • Anova
  • Correlation
  • Probability
  • Outliers
  • Drop highly correlated features

Machine Learning

Supervised Learning – Classification      
  • Support vector machines classifier
  • Naïve Bayes
  • Nearest Neighbour
  • Logistic Classification
  • Decision tree Classifier
  • Random forest classifier

Supervised learning -Regression

  • Linear Regression
  • Multiple Regression
  • Polynomial Regression
  • Exponential Regression          
  • Decision tree Regression
  • Random forest Regression
  • Feature selection using regression

Unsupervised Learning -Clustering

  • K means clustering
  • Hierarchical clustering

Ensemble method Techniques

Upcoming Batches

Start Date End Date Time (EST) ( UTC -5) Day
19 Jul 2019 17 Aug 2019 (09:30 PM - 12:00 AM) Fri,Sat
20 Jul 2019 17 Aug 2019 (09:30 AM - 12:00 PM) Sat,Sun
22 Jul 2019 19 Aug 2019 (09:30 PM - 11:00 PM) Mon-Fri
23 Jul 2019 20 Aug 2019 (09:30 AM - 11:00 AM) Tue-Sat
23 Jul 2019 20 Aug 2019 (09:30 AM - 11:00 AM) Tue-Sat

FAQ

Detailed installation of required software will be displayed in your LMS. Our support team will help you to setup software if you need assistance. Hardware requirements need to be fulfilled by participants.

No worries. It might happen. We will reschedule the classes as per your convenience within the stipulated course duration with all such possibilities. And if required you can even attend that topic if any other live batches.

Top-notch professionals in that field who understands how to convey things in technical as well as subject matter experts.

Our trainers are the best any student can ask for. Besides having a great knowledge base in areas like R, SAS, Excel, Python, Statistics, Algorithms, ML, Dl and AI, they have years (15+) of industry experience to their credit. Most of our faculty members are senior python developers who impart tailored training to each and every enrolled student.

We offer this course in “Live Instructor-Led Online Training” mode. Through this way you won’t mess anything in your real-life schedule. You will be shared with live meeting access while your session starts.

Basic Hard ware requirement is useful to install the data science Software

You can get a sample class recording to ensure you are in right place. We ensure you will be getting complete worth of your money by assigning a best instructor in that technology.

We are absolutely loved to talk in-person about group training (or) corporate training. So, please get in touch with our team through “Quick Enquiry”, “Live Chat” or “Request Call-back” channels.

In case, you are interested in classroom training, which is also a much-loved option, you can visit www.besanttechnologies.com

Payments can be made using any of the following options and a receipt of the same will be issued to you automatically via email.

  1. Visa Debit Card / Credit Card
  2. American Express
  3. Master Card, Or
  4. PayPal

Yes, of course you can take this data science with python online course! If you have received any formal training in the field of computer science, you are welcome to receive training in this course at Gangboard. And that is why even software engineers and statisticians having some knowledge in programming take up this course. Don’t worry if you don’t remember the concepts you learned as a computer student; we undertake a valuable revision session at the beginning of the course, aimed at refreshing vital concepts. The best thing is that you can apply techniques of analysis, information visualization and statistics to gain insights into different facets of data.

If you are looking for Data Science with python  Online Training please dial +91 - 755 022 6991 / +91 - 984 025 8966 . Or you can share your quires through enq@gangboard.com. Estimated turnaround time will be 24 hours for emails.

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