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Data Science with Python Certification Training in Melbourne

Data Science with Python Certification Training Course in Melbourne by GangBoard will help you gain mastery over Data Science. In Data Science with Python Training in Melbourne, you will learn analytics techniques with Python programming. Data Science with Python Online Certification Training by GangBoard in Melbourne is designed to provide you with knowledge of data analytics, data visualization, machine learning, web scraping, NLP etc. Data Science with Python Training by GangBoard will prepare you for many profiles in the field of Data Science. GangBoard provides Hands-on Training by experts who are also experienced industry professionals of many years. GangBoard Trainers will help you prepare for interviews as well so that you not only clear the Certification but also get a good job in the industry. GangBoard Certifications are well known across the globe. GangBoard Certificates stand out in the market and stand for credibility and expertise. As Data Science with Python Certified from GangBoard you will be able to earn 16516.45 Australian Dollars per year.
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About Course

Data Science with Python Course in Melbourne will help you learn the basics of Python programming along with Data Science concepts. You will learn about csv files, numpy library, data manipulation, data cleaning, abstraction etc. You will also learn how to use central data structures in data analysis and use of merge, pivot tables etc. By the end of Data Science with Python Course by GangBoard in Melbourne you will be able to work on data and run basic statistical analysis methods and much more.

What will you learn in Data Science with Python Certification Training in Melbourne?

You will master the following concepts as part of Data Science with Python Certification Training by GangBoard in Melbourne:

  • In-depth understanding of Python libraries, packages etc.
  • Data Analysis notions
  • Web scraping
  • Data visualization
  • Machine learning
  • NLP using Python
  • Understanding of various Big Data tools and much more.

Most of the Data Scientist jobs ask for Python as mandatory skillset.

Who should take up Data Science with Python Online Training in Melbourne?

Anyone who wants to make a career in Data Science should enroll for Data Science with Python Training by GangBoard in Melbourne. It is also good choice for analytics professionals, software professionals and fresh graduates with genuine interest in Data Science with Python learning.

What are the prerequisites for Data Science with Python Training in Melbourne?

There are no prerequisites for Data Science with Python Training by GangBoard. GangBoard experts will teach you from the basics moving on to advanced concepts.

What are Data Science with Python Job Opportunities in Melbourne?

Data Science opportunities in Melbourne are very shooting through the roof. This is because there is a shortage of skilled Data Scientist professionals.A Data Scientist is the top ranking career with curiosity to discover Big Data concepts. With no surprise Data Scientist are coveted professionals in the IT industry. Big Data jobs are showing no signs of slowing down and there is a rush among top MNCs to hire skilled Data Scientists to work on their business Big Data.

What is the Data Science with Python market trend in Melbourne?

Data Science with Python market is reaching its heights in Melbourne. Melbourne represents the central and biggest IT market in Australia. As the world moves on, data increases potentially. Companies are looking for professionals who can understand the data and what it speaks. Improvement in data helps improve the business and take remarkable decisions. MNCs understand this. Especially in Melbourne, top companies are looking for skilled and certified Data Science with Python professionals.

Why should you take up Data Science with Python Training in Melbourne?

Python is known for its multi-paradigm nature. It is considered the most powerful language in programming world. Its versatility makes it suitable for Data Science. Mastering Data Science with Python will help you perfrom data manipulation, analysis, visualization and much more in Data Scinece. Data Science with Python Training by GangBoard will help you establish practical foundations and help you effectively execute and take up Big Data projects.

Data Science with Python 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

Upcoming Batches

Start Date End Date Time (EST) ( UTC -5) Day
13 Dec 2019 10 Jan 2020 (08:30 PM - 11:00 PM) Fri,Sat
14 Dec 2019 11 Jan 2020 (08:30 AM - 11:00 AM) Sat,Sun
16 Dec 2019 13 Jan 2020 (08:30 PM - 10:00 PM) Mon-Fri
17 Dec 2019 14 Jan 2020 (10:00 AM - 11:30 AM) Tue-Sat
17 Dec 2019 14 Jan 2020 (08:30 AM - 10:00 AM) Tue-Sat

Data Science with Python Certification Training in Melbourne Reviews

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.

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

You can reach us through +91-9707 250 260 / +1-917 410 5449. Or you can share your quires through enq@gangboard.com. Estimated turnaround time will be 24 hours for emails.

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