Machine Learning for Absolute Beginners – Level 3
Master Data Visualization and perform Exploratory Data Analysis (EDA) using Python, Matplotlib and Seaborn with our Machine Learning for Absolute Beginners – Level 3 course. Data visualization is a technique to make a graphical representation of data which allows trends and patterns to be more easily seen.
One of the main features of the Machine learning algorithm is to understand historical data and apply their findings to new information, constructing better visualization models. This becomes easier to figure out the trends, patterns and irregularities in the data which highlights changes. These features are being extensively used in business analysis, decision making, financial analysis, market research and so much more.
Applications and websites are adapting machine learning to recommend users better and convenient products. The scope of machine learning can be used in a huge array of fields ranging from data science, finance, medical research and lots more. As more and more companies are adopting such techniques Machine language skills are likely to create a lot of jobs in the future.
Highlights of Machine Learning for Absolute Beginners – Level 3 Course
- Become familiar with the techniques of Performing Exploratory Data Analysis (EDA) for any Dataset
- Understand methods of Visualising Data using a Variety of ChartTypes
- Learn the Fundamentals of Matplotlib and Seaborn
- Creating different types of bars such as Creating Bar, Grouped Bar, Stacked Bar,
- Learn to Create Pie, Tree-map, Lollipop charts with the data set
- Compose Line, Area, Stacked Area charts
- Make Histogram, Density, Box-and-Whisker, Swarm charts
- Produce Scatter, Correlogram, Heat-Map, Hexbin-Map charts
The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace.
You are taught through a combination of
- Video lessons
- Online study materials
How is the course assessed?
To successfully complete the course you must pass an automated, multiple-choice assessment. The assessment is delivered through our online learning platform. You will receive the results of your assessment immediately upon completion.
Will I receive a certificate of completion?
Upon successful completion, you will qualify for the UK and internationally-recognised certificate and you can choose to make your achievement formal by obtaining your PDF Certificate at a cost of £9 and Hardcopy Certificate for £15.
Why study this course
Machine Learning for Absolute Beginners – Level 3 Course is open to all, with no formal entry requirements. Completing this course will open up job opportunities in IT, data science, research analysis, finance, software and app development and so on.
All you need is a passion for learning, a good understanding of the English language, numeracy and IT, and to be over the age of 16.
|Getting Started with Level 3!|
|Our Overall Learning Path||00:02:00|
|How to Practice||00:03:00|
|Data Visualization with Matplotlib and Seaborn|
|Matplotlib – Overview||00:08:00|
|Matplotlib – Figures, Axes||00:03:00|
|Matplotlib – The OO and Pyplot Interfaces||00:07:00|
|Matplotlib – APIs||00:06:00|
|Seaborn – Overview||00:04:00|
|Seaborn – Functions||00:06:00|
|Seaborn – Chart Customization||00:05:00|
|Seaborn – API||00:04:00|
|A little bit about NumPy||00:07:00|
|The Right Chart||00:03:00|
|Ranking and Proportion Charts|
|Grouped Bar Chart||00:09:00|
|Stacked Bar Chart||00:04:00|
|Trend and Distribution Charts|
|Stacked Area Chart||00:04:00|
|Density Curve Chart||00:06:00|
|Let’s Recap and Thank You!||00:03:00|
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