This Intellipaat Python training course is a complete course that will help you to clearly understand the programming language that is exclusively used for Data Science. In this Python programming training you will be exposed to both the basic and advanced concepts of Python like machine learning, Deep Learning, Hadoop streaming, MapReduce in Python, and work with packages like Scikit and Scipy.
Python is a highly popular object-oriented language that is fast to learn and easy to deploy. It can run on various systems like Windows, Linux and Mac thus make it highly coveted for the data analytics domain. Upon completion of training you can work in the Big Data Hadoop environment for very high salaries.
Introduction to Python, installation of Python, Anaconda Python distribution for Windows, Mac, Linux, input, Jupyter notebook installation, variable assignment, object oriented programming, inheritance, class, method, object variables, control statement, datatypes integer, float, string and output command, for, while loop, accessing and slicing tuples, basic operators, functions, control flow, array manipulation, advanced slicing, beautiful soup, navigation tree, creating own module, module name, dir function, docstring.
Overview of NumPy, properties, purpose and types of array, class and attributes of array objects, basic operations, slicing, indexing, iteration, indexing, accessing array elements, ND-array object, datatype, universal function, shape manipulation, linear algebra,broadcasting, dataframe, panel, array for existing data, numerical range, NumPy indexing and slicing.
SciPy and its characteristics, SciPy sub-packages for integration, optimization, statistics, weave.
Introduction to Pandas, creating Dataframes, datastructures, missing value, series, data operations, data standardization, Pandas file read and write support, SQL operation, Groupby, creating series from dictionary, exception, Pandas series, accessing data from series.
The file system in Python, defining a class, handling of file, various types of exception handling, API in Python database, Python SQLite.
Understanding Hadoop and its various components, Hadoop ecosystem and Hadoop common, HDFS and MapReduce Architecture, Python scripting for MapReduce Jobs on Hadoop framework.
Understanding Python core concepts, familiarizing with the Python Dictionary, various Functions in Python including Lambda function, extensive Python Libraries.
Managing the Sandbox, learning about Sandbox remote login, working with HDFS file system and the Mapper and Reducer functions.
Introduction to natural language processing (NLP), NLP approach for text data, environment setup, sentence analysis, applications, major libraries, built-in modules, approach feature extraction, bag of words, model training, search grid, multiple parameters, pipeline.
Introduction to Python web scraping, web scraping libraries, installation of beautiful soup, common data and page format on the web, importance & kinds of objects, Navigable String, understanding & searching tree, navigating options, the parser, search tree, search by CSS class, list, function and keyword argument.
Project 1: – Python Web Scraping for Data Science
In this project you will be introduced to the process of web scraping using Python. It involves installation of Beautiful Soup, web scraping libraries, working on common data and page format on the web, learning the important kinds of objects, Navigable String, deploying the searching tree, navigation options, parser, search tree, searching by CSS class, list, function and keyword argument.
Objective – To generate a password using Python code which would be tough to guess
Domain – Finance
Objective – The project aims to find the most impacting factors in preferences of pre-paid model, also identifies which are all the variables highly correlated with impacting factors
Domain – Stock Market
Objective – This project focuses on Machine Learning by creating predictive data model to predict future stock prices
This Intellipaat Python training will give you hands-on experience in mastering the one of the best programming languages that is Python. You will learn about the basic and advanced concepts of Python including MapReduce in Python, machine learning, Hadoop streaming and also Python packages like Scikit and Scipy. You will be awarded the Intellipaat Course Completion Certificate after successfully completing the training course.
You will be working on real time Python projects that have high relevance in the corporate world, step-by-step assignments and curriculum designed by industry experts. Upon completion of the training course you can apply for some of the best jobs in top MNCs around the world at top salaries. Intellipaat offers lifetime access to videos, course materials, 24/7 Support, and course material upgrading to latest version at no extra fees. Hence it is clearly a one-time investment.
Intellipaat basically offers the self-paced training and online instructor-led training. Apart from that we also provide corporate training for enterprises. All our trainers come with over 12 years of industry experience in relevant technologies and also they are subject matter experts working as consultants. You can check about the quality of our trainers in the sample videos provided.
If you have any queries you can contact our 24/7 dedicated support to raise a ticket. We provide you email support and solution to your queries. If the query is not resolved by email we can arrange for a one-on-one session with our trainers. The best part is that you can contact Intellipaat even after completion of training to get support and assistance. There is also no limit on the number of queries you can raise when it comes to doubt clearance and query resolution.
The Intellipaat self-paced training is for people who want to learn at their own leisurely pace. As part of this program we provide you with one-on-one sessions, doubt clearance over email, 24/7 Live Support, lifetime LMS and upgrade to the latest version at no extra cost. The prices of self-paced training can be 75% lesser than online training. While studying should you face any unexpected challenges then we shall arrange a Virtual LIVE session with the trainer.
We provide you with the opportunity to work on real world projects wherein you can apply your knowledge and skills that you acquired through our training. We have multiple projects that thoroughly test your skills and knowledge of various aspect and components making you perfectly industry-ready. These projects could be in exciting and challenging fields like banking, insurance, retail, social networking, ecommerce, marketing, sales, high technology and so on. The Intellipaat projects are equivalent to six months of relevant experience in the corporate world.
Yes, Intellipaat does provide you with placement assistance. We have tie-ups with 80+ organizations including Ericsson, Cisco, Cognizant, TCS, among others that are looking for skilled & quality professionals and we would be happy to assist you with the process of preparing yourself for the interview and the job.
Yes, if you would want to upgrade from the self-paced training to instructor-led training then you can easily do so by paying the difference of the fees amount and joining the next batch of classes which shall be separately notified to you.
Upon successful completion of training you have to take a set of quizzes, complete the projects and upon review and on scoring over 60% marks in the qualifying quiz the official Intellipaat verified certificate is awarded.The Intellipaat Certification is a seal of approval and is highly recognized in 80+ corporations around the world including many in the Fortune 500 list of companies.
This course is designed for clearing the Intellipaat Python Certification Exam. The entire training course content is designed by industry professionals to get the best jobs in the top MNCs. As part of this training you will be working on real time projects and assignments that have immense implications in the real world industry scenario thus helping you fast track your career effortlessly.
At the end of this training program there will be quizzes that perfectly reflect the type of questions asked in the respective certification exams and helps you score better marks in certification exam.
Intellipaat Course Completion Certification will be awarded on the completion of Project work (on expert review) and upon scoring of at least 60% marks in the quiz. Intellipaat certification is well recognized in top 80+ MNCs like Ericsson, Cisco, Cognizant, Sony, Mu Sigma, Saint-Gobain, Standard Chartered, TCS, Genpact, Hexaware, etc.
You will get Lifetime access to high quality interactive tutorials along with life time access to complete Course Material .There will be 24/7 access to video tutorials with email support. If you stuck in any unexpected problem we will provide online interactive sessions with trainer for issue resolving.
We provide 24X7 support by email for issues or doubts clearance for Self-paced training.
In online Instructor led training, trainer will be available to help you out with your queries regarding the course. If required, the support team can also provide you live support by accessing your machine remotely. This ensures that all your doubts and problems faced during labs and project work are clarified round the clock.
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