The data science, famously portrayed by the Harvard Business Review as “the desirable job of the 21st century remains an impressive career-change alternative among those with a psyche for stats and data. And eventually, in the apparently enormous Python vs. R discussion, Python happens to possess a handful of clear extent between itself and its “rival” language. Therefore, it’s a widespread saying that: There’s never been a reasonable time to enroll in a Python-focused data science lesson. It’s where beginners and newbies can comprehend significant statistical theories, learn about prominent machine learning algorithms and earn exposure to must-know libraries.
With that in mind, below are 10 Python data science boot camps and courses to know and contemplate.
1. UNIVERSITY OF MICHIGAN: APPLIED DATA SCIENCE WITH PYTHON
This well-ranked, five-course intensive, available via Coursera, commences with a beginning to fundamental or basic programming before jumping into DataViz plotting and charting, numerous machine learning procedures, text mining, and social network analysis with each lesson concentrated on Python. Like most Coursera specializations, all courses are also accessible in the cart.
Its average cost is around $49/month subscription
2. MIT: MACHINE LEARNING WITH PYTHON: FROM LINEAR MODELS TO DEEP LEARNING
Massachusetts Institute of Technology computer science educators and professors dive into all the widespread prototypes and machine-learning algorithms that struggling data scientists generally employ during this 15-week, course hosted by edX, draping everything from organized filtering in recommender strategies to natural-language-processing RNNs. For programs and projects, students design belief, sentiment calculation classifiers, as utilized in product review studies, and neural webs for categorizing handwritten digits. Fundamental knowledge of Python programming and proportion stats are regulations.
The approximate cost for the course is around $300 with a certificate and free without a certificate
3. PYTHON FOR DATA SCIENCE CERTIFICATE FROM CORNELL UNIVERSITY
Learners start these seven robust courses where each course is of three weeks long with foundational Python code configuration and end using scikit-learn to assemble their predictive prototypes. In between, lessons span visualization, data interpretation, and data manipulation, encompassing susceptibility to prominent plotting packages, like Matplotlib, and must-known Python libraries for data analysis such as NumPy and Pandas. Expect to dedicate between three and five hours of coursework each week.
The approximate cost of this course is around $3,600.
4. UNIVERSITY OF EDINBURGH: PREDICTIVE ANALYTICS USING PYTHON
The majority of real-world data work is a bunch more workaday than, say, fancy computer conception models or deep-learning neural webs. This eight-month, five-course wide dive is hosted on edX, wraps how administration analysts can get logical accomplishment understandings by discovering to pertain to and analyze prognostic and statistical prototypes with Python. Some understanding of statistics and programming is expected.
The average cost of this course is around $1,350
5. HARVARD UNIVERSITY: CS50: INTRODUCTION TO ARTIFICIAL INTELLIGENCE WITH PYTHON
CS50, a compilation of Harvard University computer science courses available via EdX, was a MOOC watershed when it came in 2012, and its prestige and favor have only been established since. The CS50 compilation which includes this AI-with-Python intro carries, according to a recent New Yorker profile. The profile noted, why so reliable? It’s hard! In fact, most don’t finish. But “those who stick with it often become diehards.”
The average cost of the course is somewhat around $199 with certification and free without certification.
6. EMERITUS: PYTHON FOR DATA SCIENCE
Emeritus collaborates with 15 distinct institutes to bring an elevated glow to the e-learning universe, encompassing its Columbia University Engineering-affiliated data science classification. It also proposes this two-month stepping stone, wrapping need-to-knows like cleaning, plotting, imagining, and analyzing data with Python and its Pandas library. Video lectures, approximately 124 in total are completed by live, counseled webinars. Students or learners should anticipate expending four to six hours per week on coursework. The lesson also comprises career advice sessions and entry to 30-plus exercise data sets.
The cost of this course is around $900
7. METIS: DATA SCIENCE BOOTCAMP
Metis is among the additional renowned names in the burgeoning data-science bootcamp ecosystem, and its ACCET-accredited intensive has generated graduates that landed jobs at Spotify, Facebook, and other tech powerhouses. But true beginners should also consider this six-week, Python-focused precatory course. It lays all the bedrocks linear algebra, statistics, calculus while also inaugurating Jupyter Notebooks and all the basic Python libraries. Metis also requests the three-week Python for Beginners, which concentrates more on rigorous programming, less on data-science theories.
The approximate cost is around $17,000 per course
8. FLATIRON SCHOOL: DATA SCIENCE BOOTCAMP
The data science and machine-learning offering from this long-running bootcamp provides kick-off with a lesson committed to Python fundamentals. There, you will hit on Jupyter Notebooks and basic libraries such as Pandas, NumPy, Matplotlib/Seabo, along with key ideas like data structures, data cleaning, relational databases, and advice for rubbing for data and procuring data with APIs. The module is accessible part-time that is for 10 months and full-time for five weeks. Physical campuses are uncovered in Austin, Chicago, Denver, Houston, New York, San Francisco, Seattle and Washington, D.C. for when in-person knowledge returns.
The cost of this course is around $15,000
9. GALVANIZE: DATA SCIENCE IMMERSIVE BOOTCAMP
This 13-week Python-based intensive believes an elevated graduate earnings and placement rate at high-profile tech corporations, with multi-quarter career assistance support. As for the curriculum, learners move from Python and statistics fundamentals to devise learning and prophetic models to NLP and proposal algorithms, abstracted with a capstone program. A part-time edition is anticipated to blast off in the fall, and there is also presently a dedicated Python Fundamentals option for the greenest of the green. Campuses are placed in Austin, Boulder, Denver, Los Angeles, New York City, Phoenix, San Francisco, Seattle, and San Jose for once in-person educating outlines.
The cost of this course is around $17,980
10.NYC DATA SCIENCE ACADEMY: DATA SCIENCE WITH PYTHON
This all-in-one course proposes a discounted price for three multi-unit lessons. The first concentrates on syntax basics, list manipulation, and data wrangling, whereas the second dives deeper into calculation and analysis with NumPy, SciPy, and Pandas and introduces visualization or imagination for generating leads with Matplotlib and Seaborn. It encloses a 20-hour class on machine learning algorithms. Each lesson is also accessible as a standalone option.
The cost of this course is around $4,732