Data Science Course in Pune
Data Science Course in Pune is witnessing a growing demand as the future belongs to Data Scientists. Their field of study has abundant opportunities to evolve. According to statistics obtained from IBM, the demand for data scientists will increase by 28% by the year 2020. Data Scientist has been listed as the “hottest job of the 21st century”. The need for Data Scientists is at an all-time high and will surely not curb any time soon.
If you’re looking forward to launching your career as a data scientist,NSDM INDIA’s comprehensive & practical data science course in Pune will help you take a step ahead in the right direction. The primary goal of our data science training is to equip our trainees with the best skills that can be leveraged to become leaders in the data science industry.
What is Data Science?
Data is the new corporate currency. With the development of technology, there has been an exponential growth in the volume of data. Companies collect a lot of data in both structured and unstructured forms but struggle to analyse it. Data Scientists give this data a structured form by using various tools. From entertainment,
hospitality, healthcare to finance, all industries struggle to leverage the power of data science.
Data Science is a field of study that uses scientific methods, systems and processes to extract meaningful insights from data. It consists of application of machine learning algorithms to variety of data to produce artificial intelligence systems that can perform tasks which requires human intelligence. These systems then generate insights which analysts and business users can translate into substantial business value.
Why you should Learn Data Science from NSDM INDIA?
NSDM INDIA’s Data Science course in Pune will help you take a step ahead in the right direction. The primary goal of our data science training institute in Pune is to equip our trainees with the best skills that can be leveraged to become leaders in the data science industry.
NSDM INDIA’s data science training in pune helps its students to enhance their analytical skills, teach them how to manage large amounts of data and statistical techniques to interpret data. We are the best institute for data science in pune. We offer classroom and online training along with 100% placement assistance which makes our course one of the best data science course in pune.
Our data science classes in pune offers you the best hybrid learning approach in the education industry as we focus primarily on practical knowledge. Our course syllabus is devised by experts in the industry with in-depth knowledge to make our trainees competent for the ever-evolving industry.
Data Science Course Syllabus
Data Science Course Syllabus
- What is Data Science?
- What is Machine Learning?
- What is Deep Learning?
- What is AI?
- Data Analytics & it’s types
- Types of Data Sets and Data Models
- Business Analytics- Need and Types of Business Analytics
- What is Python?
- Why Python?
- Installing Python
- Python IDEs
- Python Basic Data types
- IF statements
- Selection by position & Labels
- Python Environment Setup and Essentials
- Anaconda Python Distribution – Windows, Mac OS, Linux
- Jupyter Notebook Installation
- Variable Assignment
- Sci-kit Learn
- Mat-plot library
- Computing with Python
- Data Manipulation and Machine Learning with Python
- Data Visualization and Web Scraping
- Python and Hadoop, Map Reduce, and Spark
- Advanced SQL
- Data Analysis Using SQL
- Introduction to Big Data
- Big Data Storage and Processing Framework – Hadoop
- Big Data Ingestion and Processing
- Big Data Processing Using Apache Spark
What does mean by probability?
Types of Probability
Bias variance Trade off
What is an Outlier?
Inter Quartile Range
Box & whisker plot
Missing Value treatments
What is a NA?
Positive & Negative correlation
Error Metrics Duration-3hr
- Implementing Machine Learning Algorithms on larger Data Sets with Apache Mahout
- How do Machines Learn?
- Abstraction and Knowledge Representation
- Applying Machine Learning to Data
- Choosing a Machine Learning Algorithm
- Types of Machine Learning Algorithms
- Matching your Data to an Appropriate Algorithm
R square value
Probability of success
Probability of failure
Bias Variance Tradeoff
K – Nearest Neighbour
Naïve Bayes Classifier
Decision Tree – CART
Decision Tree – C50
Tableau and data connections
Advance data preparation and Analytics in Tableau
Convultional Neural Networks – Industry Applications
Introduction to Neural Networks
Recurrent Neural Networks
Natural Language Processing
Building Chatbots with Rasa
Who Can Apply for our Data Science Program?
Our Data Science training with Python is beneficial for all aspiring data scientists. Whether you a are a Student? Or a IT professional/software developers looking to make a career transition into analytics.
Our Data Science Course is designed for:
- Engineering Students
- IT Professionals
- Software Developers
- Management Students
- Digital Marketing Professionals
- Professionals with logical, mathematical and analytical skills
- Business Intelligence professionals
- Business Analysts
- Product Managers
Data Science Technologies and Tools
Key Highlights of our Data Science Program
- Instructor Led Training
- Classroom & Online Training Available On Weekdays & Weekends
- Learn from industry experts
- Assignments & Live Project Work
- Certification and 100% Placement Assistance
- Flexible Schedule
- Lifetime Access to Learning
- 24 x 7 Lifetime Community Support & Access
Careers Options for Data Scienctists
A Data Scientist possesses a combination of skills. Data Scientists not only analyse and interpret data but also drive valuable insights from it. They use Machine Learning Models to solve complex problems in different business areas. Their foundations are deeply rooted in Computer Science, Analytics, Statistics, and Mathematics along with business knowledge.
Data Analysts conduct analysis using data models, data mining, database design development, and segmentation techniques. They recommend new methods to accomplish company’s goals in the most efficient way. They are responsible for preparing reports and communicating effectively the trends, insights and predictions using only relevant data.
BI Analysts identify patterns and trends that are helpful for business managers, executive and departments make decisions to improve company’s overall performance. The job of a BI analysts primarily focuses on analysing and reporting of historical data. They have to keep an eye on their competitors and help in improving their company’s competitive positioning.
Data Engineers develop, construct, test and maintain databases and large-scale processing systems unlike a Data Scientist who cleans and organises data. They need to ensure that the data architecture fits the requirements of business stakeholders and data scientists. In addition to this, they develop data set processes for data mining, modelling and production.
Data Architects must understand and evaluate requirements of a business and then interpret that information into specific database solutions. They are specialists who adapt data flow management and data storage strategy to organisations. They are responsible for building, maintaining and designing business’s database. They work with database administrators and analyst to ensure easy and quick access to data.
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