Data Science with Python Certification
Data Analytics with Python Certification from CertScope extensively covers all the stages of Data Science, from Data extraction, munging, cleansing, modelling to visualization, the course discusses all the core concepts related to Python, by laying specific focus on Data Science, and further allows you to have a hands-on practice on the different application libraries like Pandas, NumPy, SciPy, Scikit-learn, and Matplotlib.
Choose form Self Paced, Instructor-led Live Online and Traditional classroom options to suit your preference.
Hands on Session on all the modules is a part of the Training and Certification
Seven (07) Industry Case Studies with more than 15 industry based scenarios.
Exam and Certification is part of the program and will be conducted at the end of training.
Delivery Methods
Ways to start.
Choose how and when you want to learn. We have multiple training delivery options to suit your needs, professional and lifestyle demands. More choices and freedom.
Classroom
- Comprehensive Classroom Training
- Course Completion Certificate
- Certified Instructors
- Hard copy of Course Material
- Centralized Venues
- Three simulation practice tests of 200 questions each
- Industry Case Studies
Live online
- Live Online Instructor-led Training
- Course Completion Certificate
- Certified Instructors
- Soft copy of the course material
- Three simulation practice tests of 200 questions each
- Industry Case Studies
- 24x7 learner assistance and support
Self paced
- Access to Audio/Video Learning
- Course Completion Certificate
- Soft copy of the course material
- Three simulation practice tests of 200 questions each
- Industry Case Studies
- 24x7 learner assistance and support
- Learn anytime anywhere
Practice
- Industry standard question bank
- Three simulation practice tests of 200 questions each
- Industry Case Studies
- Multiple re-takes
- 24x7 learner assistance and support
Know more about Data Science with Python Certification
This course is designed for students and the professionals having the designations like: Technical Analyst, Data Analyst, Database Developer, Hadoop Developer, Big Data Architect, Programming Analyst, Big Data Engineer, Business Analyst, and the aspirants who are looking for a career progression in the field of Data Science.
- Data Scientist
- Data Analyst
- Data Engineer
- Business Intelligence Analyst
- Marketing Analyst
- Build your first program in Python
- Learn about Python fundamentals, Python data structures, and working with data in Python
- Become familiar with key Python functions, objects, and classes
- Gain career skills in one of the world’s most popular programming languages
Course description
What will you learn?
Get an overview of the training structure, modules, and methodology for Data Science with Python Certification training by CertScope training solutions.
Course Curriculum
- Introduction to Data Science
- Introduction to Python
- Basic Operations in Python
- Variable Assignment
- Functions: In-built functions, User-defined functions
- Conditions: if, if-else, nested if-else, else-if
- List: Different datatypes in a list, List in a list
- Operations on a List: Slicing, Splicing, Sub-setting
- Conditional (true/false) on a List
- Applying functions on a List
- Dictionary: Index, Value
- Operation on a Dictionary: Slicing, Splicing, Sub-setting
- NumPy array: Datatypes in an array, Dimensions in an array
- Operations on an Array: Slicing, Splicing, Sub-setting
- Conditional (true/false) on an Array
- Loops: for, while
- Seabourn & Matplotlib – Introduction
- Univariate analysis on data
- Find the Distribution
- Find Mean, Median, Mode, and Standard Deviation of data
- Multiple data with different distributions
- Bootstrapping and Sub-setting
- Making samples from the data
- Making stratified samples – covered in bivariate analysis
- Find the Mean of sample
- Central Limit Theorem
- Plotting
- Hypothesis testing + DOE
- Bivariate analysis
- Correlation
- File I/O
- Series: Datatypes in Series, Index
- Data Frame
- Series to Data Frame
- Re-indexing
- Operations on Data Frame: Slicing, Splicing (also Alternate), Sub-setting
- Pandas
- Stat operations on Data Frame
- Reading from different sources
- Missing data treatment
- Merge, Join
- Writing to file
- DB operations
Learning Outcomes
- Determining what Data Science is all about and the role that Python plays in it
- Identifying the phases of data analytics workflow
- Understanding the key statistical concepts relevant to data science
- Determining the python environment and libraries
- Getting data from open data sources and web
- Determining the key concepts of python programming
- Using the python libraries like Pandas, NumPy, SciPy, Scikit-learn, and Matplotlib
Certification
Your certification explained.
Get an overview of the steps involved in the completion of your certification, from the start to achieving your training objective.
Enroll for the course and your account manager will guide you will all the details of the online/classroom/self paced session, you will get online access before the actual training date.
You will be given assignments by the trainer; you will have to complete the same in the given timeframe. You would need to ensure 100% attendance in the training.
At the end of the training, you will have to register for exam online, the trainer will take you through the complete application process and will help you to write the exam.
Clients
Who we have worked with?
We are a trusted name for many top-tier companies. We have worked with many organisations across different sectors and geographical regions, assisting them in achieving their organisational objectives. We take pride in lending our hand in creating the kind of professional environment that would fulfill the vision that enterprises are built upon. Some of our notable clients are:
Enterprise
Scale new heights.
Engage the workplace with Certscope's custom learning solutions. Enhance your employees' skills in Data Science, IT, Project Management and more with Cerscope's Business Solutions.
New and upgraded skills translate into better productivity and opportunities for growth, for you and your team.
Find out howGet in touch
Mentorship Program
Unfurl your passion.
Take mentees on a customised learning journey. CertScope gives you the right tools to start an online learning pathway and provide mentorship. Assist mentees to reach their potential and pursue their passion. Not only can you earn but also inspire while pursuing your passion.
Sharing is caring, after all.
Find out howGet Started
Advantages
Why choose us?
We provide dedicated and customised services to our customers, no matter what. We try our best to set ourselves apart from the crowd, so you can get what you require.
Accredited Content
Accredited content from governing bodies.
Assured sessions
Assured on-time training delivery globally.
Flexible pathways
Choose which delivery method suits you and when.
Measurable solutions
Assessable and scalabale training solutions.
Mentorship program
One-on-one mentoring for professionals by experts.
Project based training
Industry based live case studies for all classes.
Contact us
Looking for something else?
We are here with you along the journey you may take on any pathway you choose on CertScope. We are passionate about supporting our members, whom we regard as part of our family. If you have a question or questions, need assistance, or just want to say hi, feel free to connect with us.
We will, for sure, get back to you.
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