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About Data Science with Python Certification Online Training

The training with Python also makes you a master in supervised learning, unsupervised and machine learning in Python. It is very much probable to create and enhance neural networking, structural learning with the wider knowledge gained with Data Science training with Python as an added factor.Data Science with Python Training from GangBoard helps you in understanding various concepts to implement deep learning-based modules, Anaconda installation, accuracy evaluation, get the better differential view of machine learning and statistical analysis of data. Whatever the courses are handled by the team is excellent because, the entire team is filled with experts and well experience professionals. If you become a professional in Data Science with Python training course, you will be competent in exploring and carry out a processing work tasks like pivoting, summarization of data and tabulation tricks. Data Science with Python Certifications such as PG Diploma in Data Science, SAS certified Data Scientist, EMC Data Science and Big Data Analytics Certification, Hortonworks Hadoop Certification, MongoDB Certified Developer is a doorway for a greater career towards Data Science. The entry level salary for any Data Science trained candidate would take up to $112,433 per annum.

Data Science with Python Training Courses in Singapore is a demanding training course that covers all essential topics to become a certified Data Scientist. The topics covered by the training courses includes Data Science with Python training overview, Environmental set up, Jupyter overview, Python for Data Analytics – Pandas, Python for Data visualization- Matplotlib, Python for Data Visualization- Seaborn, Linear Regression, Introduction to Machine Learning, Python Crash Course, Recommender Systems, Natural Language Processing, Logistic Regression and so on. Data Scientist with Python is in the highest need in Software and other industries across the world. Data Science with Python knowledge Course in Singapore at GangBoard is provided a strong doorway into the various fields.

What you will learn in this Data Science with Python Training in Singapore?

Data Science with Python Training Institute in Singapore plays an important responsibility in Data Scientists’ career and the experts who train in the institute are well prepared with all the relevant technologies and applicable course knowledge. The course designed in the training center mainly focuses on real-time hands-on tasks and they don’t handle the theoretical training tasks throughout the training sessions. Below is the list of effective learning concepts offered by Data Science with Python Training in Singapore.

  • Python Language basic concepts
  • How to set up Ipython, Jupyter, Ipython?
  • What are the Regular Expressions used in Python
  • Learning of Scientific libraries with Python language
  • Learn Functions and Packages that control the code
  • Python crash training courses – Modules, OOPS concepts, Solutions, Overview
  • Various Data Frames – Introduction, setting up, Organize
  • Working techniques of Data Input and Output
  • Numpy exercises and its solutions
  • Overview and working practice on KNN theory, Tree methods, Support Vector Machines, PCA in Python, NLP in Python
  • Theoretical and practical learning on various plotting techniques

Objectives of Data Science with Python Course in Singapore

Data Science with Python courses in Singapore’s objective is to train the learners effectively who join the course. Though there are numerous training institutes across the globe for Data Science learning, Data Science with Python course in Singapore of GangBoard is one of the best and effective ones for beginners and intermediate learners. Various organizations are requesting the GangBoard center for different modes of learning the courses. Few objectives of Data Science with Python Course in Singapore are listed below:

  • Help the students Python language efficiently with practical knowledge
  • Flexible timing and different training modes
  • Various training sessions on different modules
  • Effective placement system to support all the students who undergo the training
  • Hands-on experience and provide real-time projects to work on
  • Certification training materials and sample questions for certification preparation
  • The capability of self-installation for various modules
  • Effective learning materials like with live examples, conceptual video sessions, candidate experience videos, and tool guidance
  • Understand the Data Science basics
  • Better work knowledge for Data Mining
  • How to use articles for various tool usage

Who should attend this Data Science with Python Certification Course in Singapore?

Data Science with Python Certification Course in Singapore is an effective certification learning course for all IT professionals with a base knowledge of Mathematics and Statistics. Whoever has basic knowledge of any programming languages is also eligible to take up the Data Science with Python training course. Below are the people who can attend the professional certification are listed below:

  • IT Professionals
  • Programmers
  • System Analyst
  • Business Intelligence Professionals
  • Software Testers
  • Programming Developers
  • QA Engineers
  • Administrators

What are the prerequisites for learning Data Science with Python Training Course?

Data Science with Python training in Singapore does not have critical requirements for beginners who take up the course. Any IT Professional who are involved in building their career in data scientist is highly invited to take up the Data Science with Python training. Educational qualifications like B.E./ BSC/ B.Tech/ MCA/ BCA/ M.Tech/ M.Sc Computers / BCom can easily join the course and get trained efficiently. Fresh Graduates are also invited to take up and see them as a Data Scientist in the future.

What is Data Science with Python job opportunities in Singapore?

Data Science with Python Training in Singapore will give you a high paid job in various esteemed companies. Below is the list of job titles that are available to the students or IT professionals who got trained and certified in Data Science with Python.

  • Data Architect
  • Data Scientist
  • Data Analyst
  • Business Intelligence Manager
  • Data Manager
  • Analytics Manager
  • Data Administrator

What you'll learn from this course?

  • Session 1: Introduction of python
  • Session 2: Data types in python
  • Session 3: Loops and expression in python
  • Session 4: Load and export files in python
  • Session 5: user defined function in python
  • Session 6: Exception handling in python
  • Session 7: Working pandas in python
  • Session 8: Data science

Upcoming Batches for Data Science with Python Certification Training

Our Data Science with Python Online Course gives students the opportunity to take classes on your flexible timings. Choose from a number of batches as per your convenience. If you got something urgent to do, reschedule your batch for a later time. The classes can be attended to at any place and at any time as per your choice.

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Data Science with Python Certification Training 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

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Program Features

IT Professionals as Trainers

Learning a technology with a professional who is well expertise in that solve 60% of your needs.

Fully Hands-on Training

We support any training should be more practical apart from theoretical classes. So, we always gives you hands-on training.

Affordable Fees

We are dead cheap in fees. We are having options to make the payment in instalments as well if needed.

10000+ old students to believe

We satisfied 10000+ students from the day we started GangBoard. Take a look of our old student’s video reviews and it says all.

Counselling by Experts

If you are in dilemma to choose a course, we are having experts in counselling team to help you with perfect projection of your career.

Own Course Materials

We have every course material to understand which is prepared by our trainers and we will share with you after session completes.

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.

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.

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.

Payments can be made using any of the following options and a receipt of the same will be issued to you automatically via email. Debit Card / Credit Card, American Express, Master Card, or PayPal.

You can reach us through +91-9707240250. Or you can share your queries through enq@gangboard.com. Estimated turnaround time will be 24 hours for emails.

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Data Science with Python Exams & Certification

GangBoard Certification is Accredited by all major Global Companies around the world. We provide after completion of the theoretical and practical sessions to fresher’s as well as corporate trainees.

Our certification at GangBoard is accredited worldwide. It increases the value of your resume and you can attain leading job posts with the help of this certification in leading MNC’s of the world. The certification is only provided after successful completion of our training and practical based projects.

5000

Total Number of Reviews

4.57

Aggregate Review Score

97%

Course Completion Rate

At the End of our Data Science with Python Online Course, you will be assigned to work real-time projects. Once you completed the project with expected results we will verify and issue a globally recognized Data Science with Python Course Completion Certificate from GangBoard.

Data Science with Python Certification Training Reviews

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