Data Analysis with Python
Micro Credentials Overview Overview: Data Analysis with Python
Python has become a dominant language in data analysis due to its simplicity, flexibility, and rich ecosystem of libraries. This workshop introduces participants to the tools and techniques needed to perform effective data analysis using Python. Through hands-on exercises, participants will learn how to clean, manipulate, visualize, and derive insights from data, making it ideal for decision-making and research.
Curriculum by Industry Expert
Mentors are Tech leads
80% Hand on Workshop
Skill Level Beginner to Advance
Certification of Completion
Tools you master
What will you learn
Introduction to Data Analysis and Python
- Overview of data analysis and its importance.
- Why Python is popular for data analysis.
- Introduction to Jupyter Notebooks for coding and visualization.
Working with Data in Python
- Understanding data types and structures in Python.
- Using libraries such as NumPy and Pandas for data manipulation.
- Loading data from different file formats (CSV, Excel, JSON).
Exploratory Data Analysis (EDA)
- Descriptive statistics: mean, median, standard deviation, etc.
- Analyzing data distributions and relationships.
- Creating summary tables and pivot tables.
Data Visualization
- Using Matplotlib and Seaborn for data visualization.
- Creating various charts: line, bar, scatter, and heatmaps.
- Customizing plots for better readability and storytelling.
Introduction to Advanced Techniques
- Basics of feature engineering and selection.
- Performing group operations and aggregations.
- Time series analysis and working with date-time data.
Automating Data Analysis Tasks
- Writing reusable and modular Python scripts.
- Introduction to data pipelines using Python.
- Exporting analyzed data for reporting and sharing.
Whom will you learn from ?
Sivaram is an AI Solution Architect with expertise in AI technologies like Generative AI, Computer Vision, and Machine Learning.
Vikas Patel, an IITian, is a Machine Learning Scientist at Nykaa with extensive experience in insurance, healthcare, finance, and e-commerce.
Sagnik Pal is a seasoned expert in leveraging AI and cutting-edge technologies to drive transformative business outcomes.
Senior Data Scientist at PwC, Data & Analytics and Engineering Specialist
As the Head of Technology at Blue Data, I help enterprises accelerate their data and AI transformation strategy.
As a Lead Data Scientist with 11 years of IT experience, I have conducted over 60 training sessions in Generative AI, ML/AI, and AWS.
Mohit is an AI/ML and Data enthusiast, and has been working with data, analysis, AI, and strategy & insights for 12+ years.
Project Associate in MathWorks GNSS Project | AI & Machine Learning | Data & Video Analytics | Generative AI & NLP for Business Solutions.
Co-Founder &CEO - CognisysAI Pvt. Ltd. || CTO - Incline Inventions Pvt. Ltd.
Senior Data Scientist with a wealth of experience in the fields of Computer Vision(CV), Natural Language Processing (NLP) & structured data analysis.
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Your Data Analysis with Python
Certificate is Awaiting
Industry-recognized certification
Our certification in Data Analysis with Python showcases your expertise in leveraging powerful libraries like Pandas for data-driven insights. It’s the key to unlocking advanced career opportunities in data analytics across industries.
Effortless Sharing of Your Achievement
Showcase your certification with ease! Share it on LinkedIn, your portfolio, or directly with employers to demonstrate your readiness for AI-driven roles in the workforce.
Boost Your Professional Productivity
Master advanced Python tools for data analysis to solve real-world problems, automate tasks, and drive insights. Enhance your efficiency in any data-driven role with powerful libraries like Pandas and NumPy.
FAQ's
A Micro Credentials course is an online training session where participants can join from anywhere via the internet. It provides interactive sessions, presentations, and discussions in a virtual environment.
After registering, you will receive an email with a link and instructions to access the Micro Credentials course. You’ll need a stable internet connection, a device (laptop or smartphone), and possibly a headset for the best experience.
Yes, participants who complete the Micro Credentials course and meet any specified criteria will receive a certificate of participation.
Absolutely! Our Micro Credentials courses are interactive, allowing participants to ask questions and participate in discussions through chat or video/audio during designated Q&A sessions.
If you miss the live session, a recording of the Micro Credentials course will be available for a limited time. You can access it through your account on our website.