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.
Testimonials
Ankita Saigal
Placed in Robert Bosch
First of all, I would like to extend my thanks to each and every member of Cranes Varsity. We were taught from the very basics of Embedded Systems Design which made it easier for students from all levels. I would like to extend my vote of thanks to cranes varsity to provide me with numerous opportunities.
Santhosh SM
Placed in L&T Technology
Cranes are one of the top embedded training institutes in Bangalore. It has been a wonderful learning experience in Cranes Varsity. The training in every module of embedded systems at Cranes was effective. It provides a good platform for embedded systems. Cranes helped me get a job in the embedded industry.
Mayur MN
Placed in L&T Technology
It was a great experience in Cranes. My dream was to get into the embedded domain. As a fresher, it is difficult to get into the Embedded Design field, but Cranes made a huge difference in my career by giving the best training and placement assistance provided by Cranes. I would like to say Cranes is the best to choose for those who dream of embedded opportunity.
Chandru V
Placed in Avin Systems
I take this opportunity to thank “CRANES VARSITY”, one of the best-embedded training institutes which are helping students to get into the best company to build their career. I thank all the trainers who enhanced my knowledge in every subject and the placement team for giving me the best opportunities in the field of embedded. Thank you for all your support.
Hemanth Kumar
Placed in Caravel Info Systems
Cranes varsity is the best Embedded Training Institute to learn both practical and theoretical knowledge. It is the best place to gear up your career in a core embedded industry. Management and faculty member support till you get placed. They provided lots of opportunities to me. The embedded Course modules that we learnt here are systematic, and I immensely earned great knowledge.
Ankit Ahalawat
Placed in AK Aerotek Software
I am happy for Cranes for giving a platform and providing opportunities for attending the interview. Modules test, Mock test really helps to clear any company written test/ interview. Trainers were excellent at explaining and clarifying the doubts. I am very thankful to Cranes Varsity.
Nithin G
Placed in Moschip Semiconductor
Cranes varsity is the best platform to improve your technical skills in Embedded System Design. Their dedication towards teaching modules and interaction with the students is commendable, which made me achieve good skills for my career growth in the electronics/semiconductor industry.
Amitha Pankaj
Placed in Lekha Wireless
Happy to say that I am placed in Lekha Wireless. Cranes are one of the best Embedded Training Institutes. The way of teaching in Cranes is good. I thank the management and faculty for the guidance and opportunity.
Sidharth S
Placed in L&T Technology
If not Cranes, I would have been doing a job of not my interest and passion. Cranes provided me with the platform to start my career and knowledge about corporate life and requirements. “Thank you, Cranes” would be an understatement.
