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Course Details

  • Course Overview
  • Course Objective
  • Who Can Benefit
  • Syllabus

In this course you will learn about Python programming from a Data Science perspective.

  • The course objective is to give the user understanding of Python Basic and use python for Analytics and machine learning.
  • The user will understand the concepts of Pandas and NumPy with visualization.
  • Any person who wants to learn Python Basic and want to take a step ahead in Data Science.

Modules:


Introduction to Python, Data Types, Quotations

Duration              : 8 Hours

 

  • What is Python?
  • Birth and Rise of Python
  • GUI of Python: IDLE and Statistical
  • Python Notebooks
  • Anaconda Python Distribution
  • Expressions: Basic Idea
  • Constant Values: Numeric & Strings
  • Arithmetic: Operations and BODMAS
  • Common Mathematical functions
  • Conditions: Equality, Greater Than, Less Than, etc.
  • Function Calls: Introduction to Python Functions
  • Symbols & Assignment, Declaring Python Variables
  • Reserved Keywords
  • Naming a Variable: Generally accepted conventions
  • Basic data types bool (Boolean), int (Integer/Long), float, complex
  • Type conversions: into to float, float to int, etc.
  • Python Interpreter and its Environment
  • Python 3.x : Background, Relevance
  • Numbers
  • Strings
  • Declaration of variables

 

Conditional statements/Control Structures

Duration              : 4 Hours

 

  • Basic Operations in Python
  • String definition and manipulation commands
  • Lists
  • Tuples
  • Dictionary
  • Sets
  • Control structures and user defined Functions
  • For Loop
  • While Loop
  • Range
  • If- else construct
  • User defined functions
  • If Statements
  • While construct
  • For Statements
  • Break and continue Statements, and else clauses on Loops
  • Pass Statements

 

Python basic data structures

Duration              : 3 Hours

 

  • Arrays, Lists and Tuples
  • Dictionary and Sets
  • List and array slicing

 

Functions in Python

Duration              : 3 Hours

 

  • Local variables
  • Default Argument Values
  • Returning Values
  • Keyword & Positional Arguments
  • Arbitrary Argument Lists
  • Documentation Strings
  • Unpacking Argument Lists (unknown number of parameters)
  • Lambda Expressions

 

Functional Programming

Duration              : 2 Hours

 

  • Lambda Forms
  • list comprehension
  • isalpha
  • map
  • apply
  • reduce
  • filter

 

Exceptions

Duration              : 2 Hours

 

  • Handling Exceptions
  • try-except
  • else clause
  • finally clause
  • Raising Exceptions
  • User-defined Exceptions

 

Data Structures in Python Used for Data Analysis

Duration              : 3 Hours

 

  • Intro to Numpy Arrays
  • Creating ndarrays
  • Indexing
  • Data Processing using Arrays
  • File Input and Output

 

Data Frame Manipulation

Duration              : 8 Hours

 

  • Getting Started with Pandas
  • Data Acquisition (Import & Export)
  • Indexing
  • Selection and Filtering
  • Sorting & Summarizing
  • Descriptive Statistics
  • Combining and Merging Data Frames
  • Removing Duplicates
  • Discretization and Binning
  • String Manipulation

 

Data Frame Manipulation

Duration              : 3 Hours

 

  • Exploratory Data Analysis in Pandas

 

Visualization

Duration              : 4 Hours

 

  • Line Plots
  • Bar Charts
  • Pie Charts
  • Histograms
  • Scatter Plots
  • Parallel Coordinates

 

Audience

  • Developers

Public Program Schedule

Course Name Duration Brochure Location Schedule Enroll
There is no upcoming Public Batch Schedule, you can ask for Private Batch or for On-Demand Learning

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FAQ

  • Why should I choose RPS?
  • I am working, is it possible to arrange the classes on weekends?
  • Please confirm if your office is open on weekends?
  • Can I get the courseware in advance before start of training?
  • What are the timings (class hours)?
  • How can I make the payment?
  • What is the mode of payment?
  • Candidate authorized RPS to charge $200. But the bank has charged $208. Why is this?
  • If we need training on one of the modules only how does that work?
  • How long before do we need to book the exams?
  • Where are your training centers available?
  • Can I pay the fee in installments?
  • What are the refund policies? Can i get my money back in case i am unable to attend the training?
  • Do you provide a bank loan facility?
  • 10+ years of Training Expertise
  • Certified instructors with industry standard experience
  • Tailor made training available
  • 6+ training Locations
  • 100000 + professional trained
  • Customer Satisfaction
  • Reliable and Most cost effective Training

Yes, we do offer weekend classes for professionals in group or 1-to-1 Training depending upon the technology.

The administrative and sales staff works on weekdays (Monday - Friday). System Admins and Operation team are available on all days.

Yes, after you have paid the booking amount (which will be non–refundable in this case). Booking amount depends on the technology selected.

Training timings are from 9 am to 5 pm.

You can send the deposit by any of the following methods:-

  • PayPal
  • Credit Card
  • Bank Transfer
  • Demand Draft
  • Cash
  • Purchase Order (in case of Corporates / Government).
  • If you are an International student, the registration amount of USD 200 can be paid by Bank Transfer or PayPal/PayUMoney . The balance amount has to be paid by traveler's cheque or cash after arrival in India. You can also pay the balance by PayPal. There is a surcharge of 4% in this case.
  • For Indian Resident students, the course fees including registration can be paid by Cash, Cheque, Demand Draft or Bank transfer.To Know more Please call +919883305050 or Email us at info@rpsconsulting.in for any of your queries.

Overseas credit card payments through PayPal involve a mark-up of up to 4% as surcharge.

We can provide customized 1-to-1 training for a technology as per your requirement.

Most exams can be booked once you are on the course (e.g. Microsoft, ITIL, VEEAM, EC-Council). Red Hat and some other exams have to be booked in advance.

Our training centers are available in Bangalore, Chennai, Hyderabad, Pune and Delhi.

We do not have facility to pay in installments

If the course fee has been paid for and RPS cancels the Course, a refund will be provided, else the courses are non-refundable.

We do not provide loan facility.

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