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Overview
What you will learn
In the Data Analytics and Machine Learning with Python course offered by City St George's, University of London , you will learn:
- Jupyter notebook: a quick tour of the data engineers' IDE of choice.
- Introduction to numpy: N-dimensional arrays, broadcasting functions, linear algebra abstractions and random number generators.
- Exploratory data analysis with pandas: manipulating data: loading, storing, cleaning, transforming, merging, reshaping.
- Visualising and plotting with matplotlib: generate plots, histograms, power spectra, bar charts, errorcharts, scatterplots. Visualize and understand different types of data.
- Introduction to scipy with statistics, is mainly focused at providing a quick introduction to the scipy.stats package. We will be looking at distributions, fitting distributions and random numbers.
- Introduction to machine learning concepts with scikit-learn, training and evaluating learning algorithms. We will be looking at: decision trees, perceptrons, support vector machines, and neural networks.
- Scikit-learn delving deeper: using data validation and cross-validation. Also some other methods to improve the accuracy of your learning algorithms
Programme Structure
The program focuses on:
- Jupyter Notebook
- NumPy
- SciPy
- Matplotlib
- Pandas
- Scikit-learn
Key information
Duration
- Full-time
- 2 months
- Part-time
- 2 months
Start dates & application deadlines
- Starting
- Apply before
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- Starting
- Apply before
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- Starting
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Language
English
OTE 140
Delivered
On Campus, Online
Campus Location
- London, United Kingdom
Disciplines
Machine Learning Data Analytics View 22 other Short Courses in Machine Learning in United KingdomWhat students do after studying
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Academic requirements
We are not aware of any specific GRE, GMAT or GPA grading score requirements for this programme.
English requirements
OTE 140
Other requirements
General requirements
- Applicants must have successfully completed the Introduction to Programming with Python or have Python to a similar standard, as a baseline.
- Knowledge of mathematical concepts is essential.
- Applicants must have fluent written and spoken English.
Tuition Fees
Tuition fees are shown in and the most likely applicable fee is shown based on your nationality.
-
International Applies to you
Applies to youNon-residents595 GBP / full≈ 595 GBP / full -
Domestic Applies to you
Applies to youCitizens or residents595 GBP / full≈ 595 GBP / full
Living costs
London
United Kingdom
1137 - 2157 GBP / month
The living costs include the total expenses per month, covering accommodation, public transportation, utilities (electricity, internet), books and groceries.
Funding
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