Data Analysis and Machine Learning
Intermediate
Overview
Data Analytics Course and Certification
Description
Our Data Analytics and Machine Learning Certification Course program is designed to teach you how to analyze data, interpret data, and use that information for business purposes. We’ll teach you how to work with databases, query them in SQL, and transform the data into something meaningful for your company. You’ll also learn how to prepare reports from multiple databases, use scripts to automate tasks and extract data from tables, and create pivot tables and charts that present information in a more readable way.
Become a Data Analyst with our Data Analytics Courses Certification
This Data Analytics Course is taught by industry experts who have years of experience working with data analysis in their own companies. They’ll show you exactly what you need to know in order to become an expert at analyzing data so that you can get ahead of the competition and reach your goals faster than they do.
Understanding how to extract information from data and present it in a graphical format that is easy to understand.
The course is supplemented by a number of hands-on labs.
Learn how to use the NumPy package to work with vectors and matrices.
Learn how to use the pandas library to read datasets and prepare them for modelling.
Learn about and apply different machine learning algorithms.
Data Analytics Courses Content (Syllabus)
Module 2: Pandas
- Creating DataFrame from DictionaryÂ
- Selecting Specific ColumnsÂ
- Pandas Series
- Selecting rows using labels: locÂ
- Selecting rows using position: ilocÂ
- Adding and Removing rows and ColumnsÂ
- Filtering DataFramesÂ
- Importing Data from CSV FilesÂ
- Dealing with Missing ValuesÂ
- Concatenate Data Frames
- Group Data Frames based on fields.
Machine Learning using sklearn
- Plotting GraphsÂ
- Line PlotÂ
- Scatter PlotÂ
- HistogramÂ
- Pie GraphÂ
- Customization:Â
- Setting Labels and TitleÂ
- Setting Legends, colour Â
- AnnotationsÂ
- Multiple plots on Single AxisÂ
- Sub PlotÂ
- Saving Plot to FileÂ
Tools and Resources used
- Python 3
- Jupyter Notebook
- Platform: Linux / Windows 7 and above
Take away
- Ability to explore datasets and extract information.
- Import Data from various sources.
- Present information in a visually attractive way using Matplotlib.
- Prerequisite: Python Programming
Placement Statistics
Data Analytics Courses FAQs
Will a certificate in Data Analytics help me get a job if I don’t have a degree?
Graduation is mandatory for getting into any company. In addition to a degree, your analytical skills play an important role in getting the right job.
Is Data Analytics Certification worth it?
Today’s industry is data-driven. This is making Data Analytics a most sought-after skill in the industry. Certification in Data Analytics will help you in getting into lucrative and high-paying jobs.
What are the prerequisites for Data Analyst and Machine Learning Course enrollment?
There is no prerequisite to learning Data Analyst and Machine Learning. The only prerequisite is an analytical mindset. But if someone is looking for placement assistance from Cranes Varsity then a minimum of Engineering Graduation is required.
