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Python for Data Science and Machine Learning Bootcamp

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If becoming a top data scientist is your dream job, you must know that Python is the most sought-after programming language in the sphere of data analysis. Working in data science will provide you with deep learning and a rewarding career where you will be able to solve a range of interesting problems.

Indeed stated that a data scientist in the USA earns an average salary of over $130,000. Moreover, it is the number one job, according to insight by Glassdoor. Anyone who wants to upskill quickly can easily learn Python at data science bootcamps.

There are a variety of courses and guides out there meant for beginners, amateur developers, and experienced developers. Anyone who wants to jump into data science and machine learning with Python can join these courses.

 

What is Python?

 

Python is a computer programming language used to build algorithms that are actioned upon by a computer. Even though it is simple, it is a very versatile language with many applications in data analysis, web development, and machine learning.

Once you are trained in Python for data science, you can analyze data, make attractive visualizations, and utilize powerful machine learning algorithms.

 

Should I Learn Python?

 

You can start off in programming languages with Python as it is general purpose and uses a simple syntax. Beginners find it easy to learn this language before moving on to other complex languages.

There is a huge Python community live online where new learners can have access to trouble-shooting, code sharing, sharing ideas, and evolving the language and their skills overall.

If you want to enter data analysis, the language can be used in many processes, right from data cleaning to data visualization. If that’s the case, try to search for a nice Python for data science and machine learning Bootcamp.

 

Choose the right Data Science Bootcamps

 

With so many options out there, one can find it hard to enroll in the right python programming course. There are courses for different training levels as well as different budgets. Before you make a final choice, you should do proper online research.

Think of your requirements and why you want to learn the language. When you have all the required information, you will be in a nice position to make your choice. Let’s check out some topics and skills you will learn in these machine learning bootcamps.

 

What will you Learn with Python?

 

As discussed already, Python is a versatile language with a lot of functionality. Here are some of the things you will learn with the language.

  • Python programming
  • NumPy with Python
  • Solving complex problems with panda Data Frames
  • Handling Excel files with Pandas
  • Web scraping
  • Connecting Python with SQL
  • Data visualization using seaborn and matplotlib
  • Interactive visualizations using Plotly
  • Scikit Learn Machine Learning includes –
    • Linear Regression
    • Decision Trees
    • Random Forests
    • K Means Clustering
    • K Means Neighbors
    • Support Vector Machines
    • Natural Language Processing

 

The Best Online Python for Data Science and Machine Learning Bootcamps

There are a lot of benefits of Python, and we have made your job easier if you want to join a comprehensive course or Bootcamp. After extensive research and comparison of multiple courses, we have curated this list of the best Python bootcamps online. Take a look at every option and choose the one that aligns with your needs and budget.

 

Thinkful Data Analytics Flexible Course

 

Thinkful LogoThinkful Data Analytics Flexible Course
Mode of Teaching:Online
Suitable for:Those who want an introduction to data analysis
USP:Money back guaranteed
Duration:6 months with over 25 hours every week
Price:$7990

Instead of diving straight into the practical aspect of Python, this course first provides a general intro to the world of data analysis before moving ahead. You will meet your peers and tutor online and learn how to collaborate in the best manner possible. The next step will be to learn Excel spreadsheets basics and use Powerpoint for data visualization.

After this, the course moves on to practical Python applications. As it is a lengthy course with ample work on basics, it is quite expensive compared to other courses. However, the course offers great value for money because you will get individual mentorship, support from peers, and guaranteed money back if you can’t land a job within six months.

 

Career Foundry Intro to Data Analytics Program

 

Career Foundry LogoCareer Foundry Intro to Data Analytics Program
Mode of Teaching:Online
Suitable for:Beginners
USP:Great mentorship and value for money
Duration:1 month with 15 hours every week
Price:$690

One of the best courses for beginners, Career Foundry’s Intro helps you enter the world of Python and data analysis comfortably. Experienced experts will provide you with all the theory and practical skills needed to be successful in this field. You can take the course online at your schedule and seek help whenever you want from your real-life mentor and tutor.

You will learn all the basics in-depth, and this course offers great value for your money. Once you finish this course, you can move on to the full Data Analytics program.

 

Career Foundry Data Analytics Program

 

Career Foundry LogoCareer Foundry Data Analytics Program
Mode of Teaching:Online
Suitable for:Beginners, career shifters
USP:Excellent coaching and guaranteed job placement
Duration:8 months with 15 hours every week
Price:$6900

 

With the intro program by Career Foundry, you entered the world of Python and learned about its functionality in the data analytics sphere, with the complete program, you can develop elite-level skills to forge a blossoming career. It is one of the most comprehensive courses out there and can make a beginner job-ready.

You can take the course at your own pace as it is available online, but you need to meet certain milestones across the duration of the program. Every student works with his own mentor and personal tutor. If you do not get a job within six months of completing the course, you will be eligible for a full refund.

If you want a trial before enrolling for the course, you can join the five-day short data analytics guide for a nice introduction to the program.

 

Udemy Python for Data Science and Machine Learning Bootcamp

 

Udemy logoUdemy Python for Data Science and Machine Learning Bootcamp
Mode of Teaching:Online
Suitable for:Beginners
USP:Well-priced
Duration:25 hours
Price:$215

 

As this course is off-shelf, some people do not prefer it, but it is perfect for beginners who want to learn quickly on a low budget. You will get over 165 lectures and 25 hours of video coaching to achieve a high level in using Python. You won’t learn many in-depth skills because of the course’s short nature.

However, you will learn a lot about neural networks, language processing, and machine learning. You will get an introduction to libraries, including Seaborn, NumPy, Pandas, TensorFlow, etc. It may not be the best, but this course by Udemy is decent.

 

Giraffe Academy Full Python Course

 

Giraffe Academy Full Python Course
Mode of Teaching:Online
Suitable for:Beginners
USP:YouTube availability
Duration:4 hours
Price:Free

 

This is not a typical paid Python learning course but an open-source guide where you can receive free training for the language. On the Giraffe Academy YouTube channel, you will find this 4-hour video with multiple compilations offering step-by-step learning of basic Python features.

To land a job in this field, you will need a better course to learn, but this short tutorial is a great way to start, totally free of cost.

 

General Assembly Online Python Course

 

General Assembly LogoGeneral Assembly Online Python Course
Mode of Teaching:Online
Suitable for:Beginners
USP:Quick week-long courses available
Duration:10 weeks
Price:$3950

 

A proper introduction to Python is necessary if you are totally new to the language, and this course by general Assembly is perfect for it. You start off coding with object-oriented programming before exploring Python and data science. Then, you will know how to make a web app that pulls 3rd party data through Pandas.

Students will gain mastery of the language with this course, and both on-campus and online coaching is available. You get employer scholarships with the course, and therefore it has a slightly higher price.

 

BrainStation Python Programming Course

 

BrainStation logoBrainStation Python Programming Course
Mode of Teaching:Online or in-class
Suitable for:Those who prefer online live classes
USP:Good scholarships
Duration:10 weeks
Price:$2595

 

Live instructors teach students in this course by BrainStation if you prefer face-to-face coaching. Beginners with no experience can learn immensely with this course because it teaches object-oriented programming concepts first before moving on to Python and data science.

You will learn data manipulation, data visualization, and various libraries like NumPy, Pandas, etc. In addition to great scholarship plans, you also get flexible payment options.

 

Spiced Academy Data Science Bootcamp

 

Spiced Academy LogoSpiced Academy Data Science Bootcamp
Mode of Teaching:Both online and in-class
Suitable for:Beginners
USP:Interview practice and career-focused
Duration:12 weeks
Price:$10,500

 

This Bootcamp by Spiced Academy offers in-class coaching and focuses on two main topics: web development and data analytics. You need to pass an online assessment to join the course, and you will be able to use Python for analyzing, collecting, and visualization of data after the course.

As there are in-class sessions, the course offers real-world expertise and personal support. Also, you will receive interview coaching and all the personal help required to support your career change.

 

Dataquest Python for Data Science Fundamentals Course

 

Dataquest Python for Data Science Fundamentals Course
Mode of Teaching:Online
Suitable for:Beginners with a low budget
USP:Great subscription-based pricing
Duration:8 weeks
Price:$29 every month

 

This Dataquest Python course is an affordable choice and starts with coding right from the beginning. Once you are through with data analytics’ best practices, you will learn syntax basics, loops, lists, and other concepts.

You will use the Jupyter Notebook software used for data analysis project collaboration. After the course, you will learn data manipulation for analysis and will be able to build your own project. There are many follow-up courses on offer, which can help develop your skillset even further.

 

Conclusion

 

If you are set to make a career shift and enter the world of data science, Python is an important language you must know. It is a simple language, and you can learn it quickly with good coaching.

In the above blog, we talked about some of the best online Python for data science and machine learning bootcamps available. Make sure you go for the right one and take a huge step toward becoming a great data scientist.

 


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