Python Training Course Online in San Francisco

The Intellipaat training for Python programming in San Francisco can help you master the most widely used programming language that has huge implications for Machine Learning domain. As part of the training, you will learn the basic and advanced concepts in Python and be able to connect Python with Hadoop and Spark in San Francisco. Get the best online Python course training in San Francisco from Python experts.

Get Big Data Fundamentals selfpaced course free. Enroll Now

Key Features

  • Instructor Led Training : 42 Hrs
  • Self-paced Videos : 24 Hrs
  • Exercises & Project Work : 50 Hrs
  • Get Certified & Job Assistance
  • Flexible Schedule
  • Lifetime free upgrade
  • 24 x 7 Lifetime Support & Access

About Python Training Course

This Intellipaat Python training in San Francisco, California, is a definitive training for mastering the top object-oriented programming language. You will focus on various Python libraries for Data Science and Machine Learning applications through real-world hands-on projects and case studies

What will you learn in this Python training at San Francisco?

  1. Introduction to the Python programming language
  2. Various modules in the Python language
  3. Scientific, mathematical and numerical computing
  4. Detailed study of SciPy, NumPy and Scikit-Learn
  5. Matplotlib for data visualization
  6. How Python is used in ERP and e-commerce applications

Who should take up this Python training in San Francisco?

  • BI Managers and Project Managers
  • Software Developers and ETL Professionals
  • Analytics Professionals
  • Big Data Professionals
  • Those who wish to have a career in Python

What are the prerequisites for taking this Python Course in San Francisco?

You don’t need any specific knowledge to learn Python. A basic knowledge of programming can help.

What are the Python job opportunities in San Francisco?

San Francisco in California is offering some of the best job opportunities for professionals who are trained and certified in Python programming language. Due to the heightened versatility of the Python programming language, it is finding huge deployment in almost every domain and industry vertical, thus creating a whole host of job opportunities in Python.

How is the Python market trend in San Francisco?

The Python market in San Francisco is going through a huge boom, thanks to some distinct advantages of this top programming language for various scientific, mathematical and business applications. Getting the right training in Python can help professionals make the best of this booming market in Python in San Francisco, California.

Why should you take this Python certification training?

  • Python’s design and libraries provide 10 times productivity compared to C, C++ or Java
  • A Senior Python Developer in the United States can earn $102,000 –

If you want to get ahead in your career, then you need to master a top technology like the Python programming language. Intellipaat is offering a definitive training in Python language that can be taken by professionals for getting hands-on experience in Python, thus landing in the dream job in Python domain.

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Python Course Content

Python Environment Setup and Essentials

Introduction to Python Language, features, the advantages of Python over other programming languages, Python installation, Windows, Mac & Linux distribution for Anaconda Python, deploying Python IDE, basic Python commands, data types, variables, keywords and more.

Hands-on Exercise – Installing Python Anaconda for the Windows, Linux and Mac.

Python language Basic Constructs

Built-in data types in Python, tabs and spaces indentation, code comment Pound # character, variables and names, Python built-in data types, Numeric, int, float, complex, list tuple, set dict, containers, text sequence, exceptions, instances,  classes, modules, Str(String), Ellipsis Object, Null Object, Ellipsis, Debug, basic operators, comparison, arithmetic, slicing and slice operator, logical, bitwise, loop and control statements, while, for, if, break, else, continue.

Hands-on Exercise – Write your first Python program Write a Python Function (with and without parameters) Use Lambda expression Write a class, create a member function and a variable, Create an object Write a for loop to print all odd numbers

OOP concepts in Python and database connection

How to write OOP concepts program in Python, connecting to a database, classes and objects in Python, OOPs paradigm, important concepts in OOP like polymorphism, inheritance, encapsulation, Python functions, return types, and parameters, Lambda expressions, connecting to database and pulling the data.

NumPy for mathematical computing

Introduction to arrays and matrices, indexing of array, datatypes, broadcasting of array math, standard deviation, conditional probability, coorelation and covariance.

Hands-on Exercise – How to import NumPy module, creating aray using ND-array, calculating standard deviation on array of numbers, calculating correlation between two variables.

SciPy for scientific computing

Introduction to SciPy and its functions, building on top of NumPy, cluster, linalg, signal, optimize, integrate, subpackages, SciPy with Bayes Theorem.

Hands-on Exercise – Importing of SciPy, applying the Bayes theorem on the given dataset.

Matplotlib for data visualization

How to plot graph and chart with Python, various aspects of line, scatter, bar, histogram, 3D, the API of MatPlotLib, subplots.

Hands-on Exercise – deploying MatPlotLib for creating Pie, Scatter, Line, Histogram.

Pandas for data analysis and machine learning

Introduction to Python dataframes, importing data from JSON, CSV, Excel, SQL database, NumPy array to dataframe, various data operations like selecting, filtering, sorting, viewing, joining, combining, how to handle missing values, time series analysis, linear regression.

Hands-on Exercise – working on importing data from JSON files, selecting record by a group, applying filter on top, viewing records, analyzing with linear regression, and creation of time series.

Scikit-Learn for Natural Language Processing

What is natural language processing, working with NLP on text data, setting up the environment using Jupyter Notebook, analyzing sentence, the Scikit-Learn machine learning algorithms, bags of words model, extracting feature from text, searching a grid, model training, multiple parameters, building of a pipeline.

Hands-on Exercise – setting up the Jupyter notebook environment, loading of a dataset in Jupyter, algorithms in Scikit-Learn package for performing machine learning techniques, training a model to search a grid.

Web scraping with Python

Introduction to web scraping in Python, the various web scraping libraries, beautifulsoup, Scrapy Python packages, installing of beautifulsoup, installing Python parser lxml, creating soup object with input HTML, searching of tree, full or partial parsing, output print, searching the tree.

Hands-on Exercise – Installation of Beautiful soup and lxml Python parser, making a soup object with input HTML file, navigating using Py objects in soup tree.

Self Paced

Python deployed for Hadoop

Introduction to Python for Hadoop, the basics of the Hadoop ecosystem, Hadoop common, the architecture of MapReduce and HDFS, deploying Python coding for MapReduce jobs on Hadoop framework.

Hands-on Exercise – How to write a MapReduce job with Python, connecting to the Hadoop framework and performing the tasks.

Python for Apache Spark coding

Introduction to Apache Spark, importance of RDD, the Spark libraries, deploying Spark code with Python, the machine learning library of Spark MLlib, deploying Spark MLlib for classification, clustering and regression.

Hands-on Exercise – How to implement Python in a sandbox, working with the HDFS file system.

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Python Projects

What projects I will be working in this Python certification course?

Project 1 : Analyzing the Naming Pattern Using Python

Industry : General

Problem Statement : How to analyze the trends and the most popular baby names

Topics : In this Python project, you will work with the United States Social Security Administration (SSA) which has made data on the frequency of baby names from 1880 to 2016 available. The project requires analyzing the data considering different methods. You will visualize the most frequent names, determine the naming trends and come up with the most popular names for a certain year.

Highlights :

  • Analyzing data using Pandas Library
  • Deploying Data Frame Manipulation
  • Bar and box plots with Matplotlib

Project 2 : – 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.

Project 3 : Predicting Customer Churn in Telecom Company

Industry – Telecommunications

Problem Statement – How to increase the profitability of a telecom major by reducing the churn rate

Topics :In this project, you will work with the telecom company’s customer dataset. This dataset includes subscribing telephone customer’s details. Each of the column has data on phone number, call minutes during various times of the day, the charges incurred, lifetime account duration and whether the customer has churned some services by unsubscribing it. The goal is to predict whether a customer will eventually churn or not.

Highlights :

  • Deploy Scikit-Learn ML library
  • Develop code with Jupyter Notebook
  • Build a model using performance matrix

Project 4 : Server Logs/Firewall Logs

Objective – This includes the process of loading the server logs into the cluster using Flume. It can then be refined using Pig Script, Ambari and HCatalog. You can then visualize it using elastic search and excel.

This project includes:

  • Server logs
  • Potential uses of server log data
  • Pig script
  • Firewall logs
  • Work flow editor
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Sample Python Video Tutorials

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Python Certification

This Python online course is designed for clearing the Intellipaat Python Certification Exam. The entire python course content is designed by industry professionals to get the best jobs in top MNCs. As part of this online Python course, you will be working on real-time projects and assignments that have immense implications in the real-world industry scenarios, thus helping you fast track your career effortlessly.

At the end of this online Python course, there will be quizzes that perfectly reflect the type of questions asked in the respective certification exams and help you score better marks.

Intellipaat Course Completion Certification will be awarded upon the completion of the project work (after expert review) and upon scoring 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.

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Python Review

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  1. Profile photo of Jayesh Modi Jayesh Modi 

    Really great course

    This Python online training course is awesome. Clear explanations and good examples. Good piece of work, it helps to get deep dive into this subject in just a few days! Python certification course is great!

  2. Profile photo of DATTATREYA R Vikrant Singh 

    Good work

    It was a wonderful experience and learning from Intellipaat trainers. The trainers were hands on and provided real time scenario’s. For me learning cutting edge and latest technologies intellipaat is the right place

  3. Profile photo of Aalap Raj Aalap Raj 

    Very informative!

    Excellent videos and interactive mode of Python online teaching. Instructors are well informed and clear while communicating.

  4. Profile photo of swetha pandit Swetha Pandit 

    Valuable material for learning. Worth spending!!

    Their courses are well structured and taught by recognized professionals. I have found the videos to be of excellent quality. Thanks

  5. Profile photo of Ashwin Singhania Ashwin Singhania 

    Wonderful Work

    All videos are in-depth yet concise. I had no problem understanding the tough concepts. Wonderful job Intellipaat!

  6. Profile photo of payal.raheja Payal Raheja 

    Best Python training

    Intellipaat Python course was incredible in terms gaining knowledge for the real world industry applications. Keep up the good work Intellipaat.

  7. Profile photo of Kiran Kumar Kiran Kumar 

    I'm really happy I took it.

    I tried many different ways of learning Python but what I liked the most about intellipaat python program is their sample videos and projects. The mentor guides for projects and the technical support team is available 24*7 for any query you have during the course of learning and after the completion of course as well.

  8. Profile photo of Masoom Khan Masoom Khan 

    Python class by industry experts

    I wanted to learn Python and so I enrolled for the Intellipaat Python class. It was a great way to learn Python programming. It was as good as a live Python class.

  9. Profile photo of PVKRAO Karunakara Rao P V 

    Best course ever

    This instructor-led training course is a beginner basic to advance in career. The trainer taught me all concepts from scratch. The study material really helped me to understand the subject properly. Hence, I believe this is the best course for beginners.

Python Certification Training Course Advisor

Suresh Paritala

A Senior Software Architect at NextGen Healthcare who has previously worked with IBM Corporation, Suresh Paritala has worked on Big Data, Data Science, Advanced Analytics, Internet of Things and Azure, along with AI domains like Machine Learning and Deep Learning. He has successfully implemented high-impact projects in major corporations around the world.

David Callaghan

An experienced Blockchain Professional who has been bringing integrated Blockchain, particularly Hyperledger and Ethereum, and Big Data solutions to the cloud, David Callaghan has previously worked on Hadoop, AWS Cloud, Big Data and Pentaho projects that have had major impact on revenues of marquee brands around the world.

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Frequently Asked Questions on Python

Why should I learn Python from Intellipaat?

This Intellipaat Python training will give you hands-on experience in mastering the one of the best programming languages that is Python. In this online Python course 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.

As part of this online Python 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 Python online 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 for a hands-on Python online course.

What are the different modes of training that Intellipaat provides?
At Intellipaat you can enroll either for the instructor-led online training or self-paced training. Apart from this Intellipaat also offers corporate training for organizations to upskill their workforce. All trainers at Intellipaat have 12+ years of relevant industry experience and they have been actively working as consultants in the same domain making them subject matter experts. Go through the sample videos to check the quality of the trainers.
Can I request for a support session if I need to better understand the topics?
Intellipaat is offering the 24/7 query resolution and you can raise a ticket with the dedicated support team anytime. You can avail the email support for all your queries. In the event of your query not getting resolved through email we can also arrange one-to-one sessions with the trainers. You would be glad to know that you can contact Intellipaat support even after completion of the training. We also do not put a limit on the number of tickets you can raise when it comes to query resolution and doubt clearance.
Can you explain the benefits of the Intellipaat self-paced training?
Intellipaat offers the self-paced training to those who want to learn at their own pace. This training also affords you the benefit of query resolution through email, one-on-one sessions with trainers, round the clock support and access to the learning modules or LMS for lifetime. Also you get the latest version of the course material at no added cost. The Intellipaat self-paced training is 75% lesser priced compared to the online instructor-led training. If you face any problems while learning we can always arrange a virtual live class with the trainers as well.
What kind of projects are included as part of the training?
Intellipaat is offering you the most updated, relevant and high value real-world projects as part of the training program. This way you can implement the learning that you have acquired in a real-world industry setup. All training comes with multiple projects that thoroughly test your skills, learning and practical knowledge thus making you completely industry-ready. You will work on highly exciting projects in the domains of high technology, ecommerce, marketing, sales, networking, banking, insurance, etc. Upon successful completion of the projects your skills will be considered equal to six months of rigorous industry experience.
Does Intellipaat offer job assistance?
Intellipaat actively provides placement assistance to all learners who have successfully completed the training. For this we are exclusively tied-up with over 80 top MNCs from around the world. This way you can be placed in outstanding organizations like Sony, Ericsson, TCS, Mu Sigma, Standard Chartered, Cognizant, Cisco, among other equally great enterprises. We also help you with the job interview and résumé preparation part as well.
Is it possible to switch from self-paced training to instructor-led training?
You can definitely make the switch from self-paced to online instructor-led training by simply paying the extra amount and joining the next batch of the training which shall be notified to you specifically.
How are Intellipaat verified certificates awarded?
Once you complete the Intellipaat training program along with all the real-world projects, quizzes and assignments and upon scoring at least 60% marks in the qualifying exam; you will be awarded the Intellipaat verified certification. This certificate is very well recognized in Intellipaat affiliate organizations which include over 80 top MNCs from around the world which are also part of the Fortune 500 list of companies.
Will The Job Assistance Program Guarantee Me A Job?
In our Job Assistance program we will be helping you land in your dream job by sharing your resume to potential recruiters and assisting you with resume building, preparing you for interview questions. Intellipaat training should not be regarded either as a job placement service or as a guarantee for employment as the entire employment process will take part between the learner and the recruiter companies directly and the final selection is always dependent on the recruiter.
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