What is Data Science with Python?
Python has been a preferred programming language ever since its conception. It is one of the most premier, powerful and flexible open-source programming language that is easy to learn, use. Python has powerful libraries that make data manipulation and analysis, seamless. Python is widely used in scientific computing and quantitative domains. These quantitative domains include finance, oil, gas, physics, and signal processing.
- Python is the most preferred language for new technologies that include Data Science and Machine Learning.
- According to IBM, job listings in Data Science and Analytics (DSA) are projected to rise in 2020.
- There are nearly 364,000+ job listings available for Data Scientists who work with Python.
- According to the TIOBE (The Importance of Being Earnest) index, Python is one of the widely held programming languages in the world.
About Data Science with Python Course
Data Science with Python course in Sironj mainly focuses on the fundamentals of Python, statistics and machine learning. The Data Science with Python course also aims at giving fresh graduates and working executives' expertise in applied Data Science with the use of the most influential and flexible programming language, Python. The expert Data Science with Python trainers in these institutes has packed the course with several real-time assignments that help students gain hands-on practical experience. This course curriculum also covers topics from Statistics such as mean, median and mode while exploring data science features like Data Analysis, Regression, Classification, Clustering, Cross-Validation, Decision Trees and Support Vector Machines.
Who should join Data Science with Python Course in Sironj?
Training and certification courses based on Data Science with Python are most suitable for the below- mentioned candidates.
- Technical Leads, Programmers, Developers, and Architects who wish to gain expertise in Machine Learning
- Developers who look forward to a future in Data Science
- Business Analysts who want to understand all the cutting-edge Machine Learning Techniques
- Candidates who wish to be recognized as certified 'Python' professionals'
Data Science with Python Training in Sironj Syllabus
The curriculum for the Data Science with Python course in Sironj cover topics that range from the very basics of Python to using advanced concepts that include the key features and working of the programming language. Most of the training institutes offering Data Science with Python training in Sironj has designed their industry-specific course curriculum on the following topics and chapters as a part of their Data Science with Python study material.
Introduction to Data Science
- What is Data Science
- Role of a data scientist
- Examples of Data science
- Python and Data science
- How is Python deployed
Data Analytics Scope
- Steps in Data analysis
- Data Wrangling
- Exploration of Data
- Data visualization
- Plotting
- Hypothesis Building
What is Python
- Introduction to Python
- Python Features
- Python installation
- Python IDE deployment
- Basic commands in Python
- Data types, variables and keywords
Basics of Python
- Built-in data types
- Variables and names
- Built-in data types for Python
- Text Sequence
- Classes modules
- Control statements
- Bitwise, logical and loop
- Slicing and slice operators
OOPs concepts in Python
- Learning to OOPs concepts
- Connecting to a database
- Classes and objects in Python
- OOPs paradigm
- Polymorphism
- Inheritance and encapsulation
- Python functions
- Lambda expressions
- Pulling the data
NumPy and SciPy
- Arrays and matrices
- Array indexing
- Data types
- Array math broadcasting
- Standard deviation
- Conditional probability
- Covariance
- SciPy and functions
- Cluster and linalg
- Integrate
- Subpackage
Panda and Data Analysis
- Python data frames
- Data import from JSON, CSV and EXCEL
- Data operations
- Missing values
- Time series analysis
- Linear regression
- Web Scraping
- Introduction to web scraping
- Web scraping libraries
- Scrapy Python packages
- Beautiful Soup
- Python parser
- Searching of tree
- Parsing (full or partial)
Hadoop and Python
- Hadoop and python integration
- Hadoop basics
- Hadoop ecosystem
- Architecture of MapReduce
- HDFS architecture
- Hadoop framework
Python and Apache Spark
- Introduction to Spark
- RDD
- Spark Libraries
- Spark code with Python
- Machine learning library of Spark
- Deploying Spark
- Clustering and regression
Job opportunities after Data Science with Python Training in Sironj
Data Science graduates with proper and professional Data Science with Python training in Sironj as wide range of career choices and can take up any of the following job roles in the best global companies in the data science industry. Average salary is 5-10 LPA depending on the experience.
- Data Scientist
- Data Architect
- Data Administrator
- Data Analyst
- Business Analyst
- Marketing Analyst
- Data/Analytics Manager
- Business Intelligence Manager