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BigQuery Studio From Google Cloud Accelerates AI operations

Google Cloud is well positioned to provide enterprises with a unified, intelligent, open, and secure data and AI cloud. Dataproc, Dataflow, BigQuery, BigLake, and Vertex AI are used by thousands of clients in many industries across the globe for data-to-AI operations. From data intake and preparation to analysis, exploration, and visualization to ML training and inference, it presents BigQuery Studio, a unified, collaborative workspace for Google Cloud’s data analytics suite that speeds up data to AI workflows. It enables data professionals to:
Utilize BigQuery’s built-in SQL, Python, Spark, or natural language capabilities to leverage code assets across Vertex AI and other products for specific workflows.
Improve cooperation by applying best practices for software development, like CI/CD, version history, and source control, to data assets.
Enforce security standards consistently and obtain governance insights within BigQuery by using data lineage, profiling, and quality.
The following features of BigQuery Studio assist you in finding, examining, and drawing conclusions from data in BigQuery:
Code completion, query validation, and byte processing estimation are all features of this powerful SQL editor.
Colab Enterprise-built embedded Python notebooks. Notebooks come with built-in support for BigQuery DataFrames and one-click Python development runtimes.
You can create stored Python procedures for Apache Spark using this PySpark editor.
Dataform-based asset management and version history for code assets, including notebooks and stored queries.
Gemini generative AI (Preview)-based assistive code creation in notebooks and the SQL editor.
Dataplex includes for data profiling, data quality checks, and data discovery.
The option to view work history by project or by user.
The capability of exporting stored query results for use in other programs and analyzing them by linking to other tools like Looker and Google Sheets.
Follow the guidelines under Enable BigQuery Studio for Asset Management to get started with BigQuery Studio. The following APIs are made possible by this process:
To use Python functions in your project, you must have access to the Compute Engine API.
Code assets, such as notebook files, must be stored via the Dataform API.
In order to run Colab Enterprise Python notebooks in BigQuery, the Vertex AI API is necessary.
Single interface for all data teams
Analytics experts must use various connectors for data intake, switch between coding languages, and transfer data assets between systems due to disparate technologies, which results in inconsistent experiences. The time-to-value of an organization’s data and AI initiatives is greatly impacted by this.
By providing an end-to-end analytics experience on a single, specially designed platform, BigQuery Studio tackles these issues. Data engineers, data analysts, and data scientists can complete end-to-end tasks like data ingestion, pipeline creation, and predictive analytics using the coding language of their choice with its integrated workspace, which consists of a notebook interface and SQL (powered by Colab Enterprise, which is in preview right now).
For instance, data scientists and other analytics users can now analyze and explore data at the petabyte scale using Python within BigQuery in the well-known Colab notebook environment. The notebook environment of BigQuery Studio facilitates data querying and transformation, autocompletion of datasets and columns, and browsing of datasets and schema. Additionally, Vertex AI offers access to the same Colab Enterprise notebook for machine learning operations including MLOps, deployment, and model training and customisation.
Additionally, BigQuery Studio offers a single pane of glass for working with structured, semi-structured, and unstructured data of all types across cloud environments like Google Cloud, AWS, and Azure by utilizing BigLake, which has built-in support for Apache Parquet, Delta Lake, and Apache Iceberg.
One of the top platforms for commerce, Shopify, has been investigating how BigQuery Studio may enhance its current BigQuery environment.
Maximize productivity and collaboration
By extending software development best practices like CI/CD, version history, and source control to analytics assets like SQL scripts, Python scripts, notebooks, and SQL pipelines, BigQuery Studio enhances cooperation among data practitioners. To ensure that their code is always up to date, users will also have the ability to safely link to their preferred external code repositories.
BigQuery Studio not only facilitates human collaborations but also offers an AI-powered collaborator for coding help and contextual discussion. BigQuery’s Duet AI can automatically recommend functions and code blocks for Python and SQL based on the context of each user and their data. The new chat interface eliminates the need for trial and error and document searching by allowing data practitioners to receive specialized real-time help on specific tasks using natural language.
Unified security and governance
By assisting users in comprehending data, recognizing quality concerns, and diagnosing difficulties, BigQuery Studio enables enterprises to extract reliable insights from reliable data. To assist guarantee that data is accurate, dependable, and of high quality, data practitioners can profile data, manage data lineage, and implement data-quality constraints. BigQuery Studio will reveal tailored metadata insights later this year, such as dataset summaries or suggestions for further investigation.
Additionally, by eliminating the need to copy, move, or exchange data outside of BigQuery for sophisticated workflows, BigQuery Studio enables administrators to consistently enforce security standards for data assets. Policies are enforced for fine-grained security with unified credential management across BigQuery and Vertex AI, eliminating the need to handle extra external connections or service accounts. For instance, Vertex AI’s core models for image, video, text, and language translations may now be used by data analysts for tasks like sentiment analysis and entity discovery over BigQuery data using straightforward SQL in BigQuery, eliminating the need to share data with outside services.
Read more on Govindhtech.com
#BigQueryStudio#BigLake#AIcloud#VertexAI#BigQueryDataFrames#generativeAI#ApacheSpark#MLOps#news#technews#technology#technologynews#technologytrends#govindhtech
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Exploring Advanced Python Projects for Experienced Developers
For seasoned Python developers, continuously challenging oneself with complex projects is crucial for growth and skill enhancement. Here are some advanced Python project ideas that can significantly boost your expertise and broaden your programming horizons. Considering the kind support of Learn Python Course in Pune, Whatever your level of experience or reason for switching from another programming language, learning Python gets much more fun.
1. Machine Learning Innovations
Recommendation Engines
Dive into building a recommendation system using collaborative filtering or content-based filtering. This can be applied to various domains like movie suggestions, product recommendations, or even personalized content curation.
Advanced Natural Language Processing (NLP)
Engage in projects involving sentiment analysis, text summarization, or language translation using libraries such as NLTK, SpaCy, or TensorFlow. These projects will deepen your understanding of NLP and its applications.
Predictive Analytics
Develop predictive models using scikit-learn or TensorFlow to forecast stock prices, weather patterns, or sports results. These projects can help you master the art of predictive analytics and data handling.
2. Web Development Mastery with Django or Flask
Comprehensive E-commerce Platforms
Design and implement a robust e-commerce website featuring user authentication, product listings, shopping cart functionality, and payment processing. This will provide you with invaluable experience in web development and management.
Social Networking Applications
Create a social media platform complete with user profiles, posts, comments, and likes. Incorporate real-time updates using WebSockets to enhance user interaction and engagement.
3. Data Science and Analytical Projects
Big Data Handling
Utilize PySpark or Dask to manage and analyze large datasets. Potential projects include processing log files, analyzing social media data, or performing large-scale data aggregation to draw meaningful insights.
Interactive Data Visualization
Develop interactive dashboards using Plotly Dash or Bokeh to visualize complex datasets. These could include financial data, demographic information, or scientific research, providing insightful and engaging visual representations.
4. Automation and Scripting Challenges
Advanced Web Scraping
Create sophisticated web scrapers using BeautifulSoup, Scrapy, or Selenium to extract data from complex websites. Projects could include a price tracker, job aggregator, or research data collection tool.
Workflow Automation
Design scripts to automate repetitive tasks like file organization, email automation, or system monitoring and reporting. This can significantly enhance productivity and efficiency. Enrolling in the Best Python Certification Online can help people realise Python’s full potential and gain a deeper understanding of its complexities.
5. Blockchain and Cryptographic Projects
Blockchain Fundamentals
Implement a basic blockchain and simulate transactions, mining, and peer-to-peer networking. Explore creating smart contracts using Ethereum and Solidity to grasp the essentials of blockchain technology.
Cryptographic Systems
Develop and implement cryptographic algorithms like RSA, AES, or hashing techniques. Create secure messaging applications or file encryption tools to delve into cybersecurity.
6. Game Development Ventures
Game AI Development
Develop AI that can play classic games like Chess, Go, or Poker using algorithms such as Minimax, Alpha-Beta Pruning, or Monte Carlo Tree Search. This project will challenge your strategic thinking and AI programming skills.
3D Game Creation
Use a game engine like Pygame or Godot to build a 3D game. Integrate complex physics, graphics, and AI behaviors to create a rich and immersive gaming experience.
7. Internet of Things (IoT) Projects
Smart Home Automation
Construct an IoT-based home automation system using Raspberry Pi or Arduino. Integrate sensors and actuators, and create a web or mobile interface to control home appliances, enhancing convenience and efficiency.
Health Monitoring Systems
Develop a health monitoring system that collects data from wearable devices, processes it, and provides health insights and alerts. This project can have a significant impact on health and wellness.
8. Cybersecurity Development
Penetration Testing Tools
Create tools for network scanning, vulnerability assessment, or exploit development. Projects could include building a custom port scanner, brute-force attack tool, or network traffic analyzer.
Intrusion Detection Systems
Develop an intrusion detection system using machine learning to analyze network traffic and detect suspicious activities or anomalies. This will help you understand and implement advanced network security measures.
Conclusion
Engaging in advanced Python projects can push the boundaries of your programming abilities and introduce you to new technological domains. Each project offers an opportunity to deepen your understanding of complex concepts, experiment with new libraries and frameworks, and build a robust portfolio showcasing your skills. Whether you focus on machine learning, web development, data science, or cybersecurity, these projects provide valuable experience and pave the way for new career opportunities.
#python course#python training#python#technology#tech#python programming#python online training#python online course#python online classes
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How to change the python version in PySpark ?
How to change the python version in PySpark ?
To switch the python version in pyspark, set the following environment variables. I was working in an environment with Python2 and Python3. I had to use Python3 in pyspark where the spark was using Python 2 by default.

Python 2 was pointing to –> /usr/bin/python
Python 3 was pointing to –> /usr/bin/python3
To configure pyspark to use python 3, set the following environment variables.
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Python Career Opportunities – Which one will you choose?
The Next Big Thing to look up onto is Python and there is no doubt about that. Questions related to its worth, career opportunities, or available jobs are not to be worried about. As Python is rapidly ceasing the popularity amongst developers and various other fields, its contribution to the advancement of your career is immense.
There are reasons why Python is “the one”. It is easily scripted language that can be learned quickly. Hence reducing the overall development time of the project code. It has a set of different libraries and APIs that support data analysis, data visualization, and data manipulation.
Python Career Opportunities
Number of Python Jobs
While there’s a high demand for Python developers in India, the supply is really, really low. To testify this, we’ll take account of an HR professional statement. The professional was expected to recruit 10 programmers each for both Java and Python. About a hundred good resumes flooded in for Java, but they received only 8 good ones for Python. So, while they had to go through a long process to filter out good candidates, with Python, they had no choice but to take those 8 candidates.
What does this tell you about the situation? Even though Python has easy syntax, we really need more people in India to upskill themselves. This is what makes it a great opportunity for Indians to get skilled in python. When we talk about the number of jobs, there may not be too many for Python in India. But we have an excellent number of jobs per Python programmer.
Job boards like Indeed and Naukri offer around 20,000 to 50,000 job listings for Python and this shows that Python career opportunities in India are High. Choosing Online Python Classes in Lucknow to pursue your career is a good choice. The below stats shows the total job postings of the major programming languages.
Types of Python Jobs
So what types of jobs can you land with Python?
Well, for one, Python scope is intensive in data science and analysis. Clients often want hidden patterns extracted from their data pools. It is also preferred in machine learning and artificial intelligence. Data scientists love Python. Also, in our article on applications of Python, we read about how Python is used everywhere in web development, desktop applications, data science, and network programming.
Python Job Profiles
With Python on your resume, you may end up with one of the following positions in a reputed company:
1. Software Engineer
· Analyze user requirements
· Write and test code
· Write operational documentation
· Consult clients and work closely with other staff
· Develop existing programs
2. Senior Software Engineer
· Develop high-quality software architecture
· Automate tasks via scripting and other tools
· Review and debug code
· Perform validation and verification testing
· Implement version control and design patterns
3. DevOps Engineer
· Deploy updates and fixes
· Analyze and resolve technical issues
· Design procedures for maintenance and troubleshooting
· Develop scripts to automate visualization
· Deliver Level 2 technical support
4. Data Scientist
· Identify data sources and automate the collection
· Preprocess data & analyze it to discover trends
· Design predictive models and ML algorithms
· Perform data visualization
· Propose solutions to business challenges
5. Senior Data Scientist
· Supervise junior data analysts
· Build analytical tools to generate insight, discover patterns, and predict behavior
· Implement ML and statistics-based algorithms
· Propose ideas for leveraging possessed data
· Communicate findings to business partners
Python Future
While many top companies are stuck with Java, Python is one of the old yet trending technologies. The future of Python is bright with :
1. Artificial Intelligence
Artificial Intelligence is the intelligence displayed by machines. This is in contrast to the natural intelligence displayed by humans and other animals. It is one of the new technologies taking over the world. When it’s about AI, Python is one of the first choices; in fact, it is one of the most-suited languages for it.
For this purpose, we have different frameworks, libraries, and tools dedicated to letting AI replace human efforts. Not only does it help with that, but it also raises efficiency and accuracy. AI gives us speech recognition systems, autonomous cars, etc.
The following tools and libraries ship for these branches of AI:
· Machine Learning – PyML, PyBrain, scikit-learn, MDP Toolkit, GraphLab Create, MIPy
· General AI – pyDatalog, AIMA, EasyAI, SimpleAI
· Neural Networks – PyAnn, pyrenn, ffnet, neuro lab
· Natural Language and Text Processing – Quepy, NLTK, genism
2. Big Data
Big Data is the term for data sets so voluminous and complex that traditional data-processing application software is inadequate in dealing with them.
Python has helped Big Data grow, its libraries allow us to analyze and work with a large amount of data across clusters:
· Pandas
· scikit-learn
· NumPy
· SciPy
· GraphLab Create
· IPython
· Bokeh
· Agate
· PySpark
· Dask
3. Networking
Python also lets us configure routers and switches, and perform other network-automation tasks cost-effectively. For this, we have the following Python libraries:
· Ansible
· Netmiko
· NAPALM(Network Automation and Programmability Abstraction Layer with Multivendor Support)
· Pyeapi
· Junos PyEZ
· PySNMP
· Paramiko SSH
All these technologies rely on Python today and tomorrow.
Top Organizations Using Python
With its extreme popularity and powerfulness, Python is preferred by unicorns too:
1. NASA & ISRO
NASA and ISRO use Workflow Automation System (WAS), an application written and developed in Python. It was developed by NASA’s shuttle-support contractor USA (United Space Alliance).
NASA also uses Python for APOD (Astronomy Picture Of the Day), API, PyTransit, PyMDP Toolbox, EVEREST.
2. Google
Who, on this Earth, lives and doesn’t know Google? We use it for everything – sometimes, even to find answers to life’s deepest questions. Google uses Python for its internal systems, and its APIs for report-generation, log analysis, A/Q and testing, and writing core search-algorithms.
3. Nokia
This one reminds me of Nokia 3310, the pocket phone that could break a tile. Nokia makes use of PyS60 (Python for S60). It also uses PyMaemo (Python for Maemo) for its S60 (Symbian), and Maemo (Linux) software platforms.
4. IBM
An American multinational technology company headquartered in New York, IBM uses Python for its factory tool control applications.
5. Yahoo! Maps
Maps is an online mapping portal by Yahoo! It uses Python in many of its mapping lookup services and addresses.
6. Walt Disney Feature Animation
WDFA uses Python as a scripting language for animation. All the magic that happens in Disneyland has a bit of Python behind it.
Why Python?
So, after all this Python career opportunities talk, why should you take Online Python Classes in Lucknow? What has it to offer to you? What’s the scope of Python? Let’s see.
· Its simplicity and conciseness make it perfect for beginners.
· It has a large community that continuously contributes to its development.
· Because of the highly demand-supply ratio, it provides excellent career opportunities, especially in India.
· We have a number of frameworks to make web development easy as pie.
· Python is the preferred language for Artificial Intelligence and Machine Learning.
· Raspberry Pi, a microcomputer, lets us make our own DIYs with Python, at prices that do not blast holes in your pockets.
· Both startups and corporates, make extensive use of Python, thanks to its powerfulness and simplicity.
· Python has been consecutively topping the most loved programming language on the StackOverflow developers survey report.
· StackOverflow survey reports showed us that Python is the fastest growing language in high-income countries. IBM used the STL model to predict the future growth of major languages in 2020 and it seems Python is going to leave everyone behind.
Why is Python in demand?
According to expert research, there is a huge gap between demand and supply of python developers/experts across countries like India, the USA, and more. As a result, the available python developers are paid thrice of that of actual salaries to fill the scarcity. This is an important lesson for all those who are doubting the career opportunities with python and also lacking a good hold in python. Expertise in python by gaining experience or even through online python certification training. It adds value to your resume and all-in-all to your overall career goal.
Python Skills
After knowing all the opportunities that Python holds, its good to know all the ins and out to it. Focus is always on skill first so that you stand out amongst others. They can be broken down as follows:
· Core Python (Basic knowledge between Python 2 and Python 3 is sufficient, complete knowledge of all modules is not required)
· Web Frameworks (Learn common Python frameworks such as Django or Pandas)
· Object-relational mappers (Ability to connect to the database with the help of ORM rather than SQL )
· Understand Multiprocess Architecture (Ability to write and manage threads for high-performance)
· RESTful APIs (understand how to use them and able to integrate components with them)
· Building Python Applications (One should know how to package up a code and deployment and release)
· Good communication and designing skills (Able to communicate well with members as well as implement servers that are scalable, secure and highly available)
This was all in the Python career opportunities article that provides you benefits by taking Online Python Classes in Lucknow.
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Python Career Opportunities – Python Job Profiles
Python Jobs- Python Career Opportunities
Number of Python Jobs
While there’s a high demand and career opportunities for Python developers in India, the supply is really, really low. To testify this, we’ll take account of an HR professional statement. The professional was expected to recruit 10 programmers each for both Java and Python for a few projects. About a hundred good resumes flooded in for Java, but they received only 8 good ones for Python. So, while they had to go through a long process to filter out good candidates, with Python, they had no choice but to take those 8 candidates.
What does this tell us about the situation? Even though Python has really easy syntax, we really need more people in India to consider it. But then, this is what makes it a great opportunity for an Indian with the skills. When we talk about the number of jobs, there may not be too many for Python in India. But we have an excellent number of jobs per Python programmer. This a good news about Python Careers
Not very long ago, one of India’s unicorn software companies faced a dilemma. It had won a $200 million (Rs. 1200 crore) contract with a large US bank to develop an app store for them. But the company lacked enough dexterous Python programmers. Since Python was the best language for the project, it ended up paying thrice the billing amount to a group of freelance Python programmers in the US instead.
Job boards like Indeed and Naukri offer around 20,000 to 50,000 job listings for Python and this shows that Python career opportunities in India are High. Python Careers are good to go with. The below screenshot from indeed job trends shows job trends in Python compared to other languages.
Python Career Opportunities – Python job Trends
Source: Indeed Job Trends
Types of Python Jobs
So what types of jobs can you land with Python?
Well, for one, Python Scope is intensive use in data science and analysis. Clients often want hidden patterns extracted from their data pools. It is also preferred in Machine Learning and Artificial Intelligence. Data scientists love Python. Also, in our article on Applications of Python, we read about NumPy, SciPy, scikit-learn, pandas, IPython notebook. These are some useful libraries available for Python, and they let us explore the advanced areas of Python and different Python career opportunities
.
Python Career Opportunities – Python Careers
a. Job Profiles:
With Python on your resume, you may end up with one of the following positions in a reputed company:
i. Software Engineer
Analyze user requirements
Write and test code
Write operational documentation
Consult clients and work closely with other staff
Develop existing programs
ii. Senior Software Engineer
Develop high-quality software architecture
Automate tasks via scripting and other tools
Review and debug code
Perform validation and verification testing
Implement version control and design patterns
iii. DevOps Engineer
Deploy updates and fixes
Analyze and resolve technical issues
Design procedures for maintenance and troubleshooting
Develop scripts to automate visualization
Deliver Level 2 technical support
iv. Data Scientist
Identify data sources and automate collection
Preprocess data & analyze it to discover trends
Design predictive models and ML algorithms
Perform data visualization
Propose solutions to business challenges
v. Senior Data Scientist
Supervise junior data analysts
Build analytical tools to generate insight, discover patterns, and predict behavior
Implement ML and statistics-based algorithms
Propose ideas for leveraging possessed data
Communicate findings to business partners
Future of Python
In our write-up on Applications of Python, we saw where Python finds its use. But what about the future? While many top companies are stuck with Java, Python is one of the new technologies. The future is bright for Python with:
Python Career Opportunities – Python Future
a. Artificial Intelligence
Artificial Intelligence is the intelligence displayed by machines. This is in contrast to the natural intelligence displayed by humans and other animals. It is one of the new technologies taking over the world. When it’s about AI, Python is one of the first choices; in fact, it is one of the most-suited languages for it.
For this purpose, we have different frameworks, libraries, and tools dedicated to let AI replace human efforts. Not only does it help with that, but it also raises efficiency and accuracy. AI gives us speech recognition systems, autonomous cars, and so. The following tools and libraries ship for these branches of AI:
Machine Learning- PyML, PyBrain, scikit-learn, MDP Toolkit, GraphLab Create, MIPy
General AI- pyDatalog, AIMA, EasyAI, SimpleAI
Neural Networks- PyAnn, pyrenn, ffnet, neurolab
Natural Language and Text Processing- Quepy, NLTK, genism
b. Big Data
Big Data is the term for data sets so voluminous and complex that traditional data-processing application software are inadequate in dealing with them.
Python has helped Big Data grow, its libraries allow us to analyze large amount of data across clusters:
Pandas
scikit-learn
NumPy
SciPy
GraphLab Create
IPython
Bokeh
Agate
PySpark
Dask
c. Networking
Python also lets us configure routers and switches, and lets us perform other network-automation tasks cost-effectively. For this, we have the following libraries:
Ansible
Netmiko
NAPALM(Network Automation and Programmability Abstraction Layer with Multivendor Support)
Pyeapi
Junos PyEZ
PySNM
Paramiko SSH
All these technologies rely on Python today and tomorrow.
Top Organizations Using Python
With its extreme popularity and powerfulness, Python is preferred by unicorns too:
Python Career Opportunities – Top Companies Using Python
a. NASA
The National Aeronautics and Space Administration uses Workflow Automation System (WAS), an application written and developed in Python. It was developed by NASA’s shuttle-support contractor USA (United Space Alliance). NASA also uses Python for APOD(Astronomy Picture Of the Day), API, PyTransit, PyMDP Toolbox, EVEREST.
b. Google
Who, on this Earth, lives and doesn’t know Google? We use it for everything- sometimes, even to find answers to life’s deepest questions. Google uses Python for its internal systems, and its APIs for report-generation, log analysis, A/Q and testing, and writing core search-algorithms.
c. Nokia
This one reminds me of Nokia 3310, that pocket phone that could break a tile. Nokia makes use of PyS60 (Python for S60). It also uses PyMaemo(Python for Maemo) for its S60(Symbian), and Maemo(Linux) software platforms.
d. IBM
An American multinational technology company headquartered in New York, IBM uses Python for its factory tool control applications.
e. Yahoo! Maps
Maps is an online mapping portal by Yahoo! It uses Python in many of its mapping lookup services and addresses.
f. Walt Disney Feature Animation
WDFA uses Python as a scripting language for animation. All the magic that happens in Disneyland has a bit of Python behind it.
Payscale in Python
In section 4, we saw a rough approximate of how much a Python professional makes. In section 3, we saw some job profiles. So, how does each profile fair in this department?
Python Career Opportunities – Python Salary
Software Engineer – $103,035/yr
Sr. Software Engineer – $129,328/yr
DevOps Engineer – $115,666/yr
Data Scientist – $117,345/yr
Sr. Data Scientist – $136,633/yr
These statistics have been sourced from payscale.com and indeed.com.
Why Must You Learn Python
So, after all this Python career opportunities talk, why must you learn Python? What has it to offer to you? What is the cope of Python? Let’s see.
Python Career Opportunities – Why Python
Its simplicity and conciseness make it perfect for beginners.
It has a large community that continuously contributes to its development.
Because of the highly demand-supply ratio, it provides excellent career opportunities, especially in India.
We have a number of frameworks to make web development easy as pie.
Python is the chosen language for Artificial Intelligence and Machine Learning.
Raspberry Pi, a microcomputer, lets us make our own DIYs with Python, at prices that do not blast holes in your pockets.
Both startups and corporates, make extensive use of Python, thanks to its powerfulness and simplicity.
Python replaced Java as the second-most popular language on GitHub, with 40 percent more pull requests opened this year than last.
Python Career Opportunities
Source: GitHub –The State of the Octoverse 2017
So, this was all about our blog post on Python Career Opportunities
Conclusion: Python Scope
Now that you know what doors Python can open for you and what are the different Python Career opportunities, which one will you take? Let us know in the comments.
Want to crack your upcoming Python Interviews? – Practice Most Asked Python Interview Questions
If you have any question on Python Career Opportunities, please drop a comment.
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Who Web Domain Quizlet
Which Php Brew
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Who Web Domain Quizlet
Which Php Brew
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