Python Professional Certification Course
Course Name - Python Professional Certification Course
This comprehensive course introduces Python and Anaconda for data analysis, covering data structures, control flow.
Course Overview
This comprehensive course introduces Python and Anaconda for data analysis, covering data structures, control flow, and functions, progressing to advanced topics such as data cleaning with Pandas, visualization with Matplotlib and Seaborn, and statistical analysis with Scipy. Participants will explore machine learning fundamentals using Scikit-Learn, tackle time series analysis, and culminate their learning in a real-world project to consolidate their skills across all modules.
What will you learn from this course?
From this curriculum, you will learn the fundamentals of Python programming and data analysis using Anaconda, including handling various data types and structures. The course covers in-depth data cleaning, transformation, and visualization techniques, alongside statistical analysis and machine learning with libraries like Pandas, Matplotlib, Seaborn, Scipy, and Scikit-Learn. You’ll also gain hands-on experience with time series analysis and apply your skills in a comprehensive final project.
Internship Program:
In addition to the course, you will participate in a 3-month internship involving six live projects. Upon successful completion, you will receive an Internship Certificate.
Letter of Recommendation:
Upon successfully completing the program and internship, you will also receive a Letter of Recommendation (LOR).
Duration:
24 Hours + 3 Months (Internship Program)
Requirements:
Python, Anaconda
Pre-requisite:
No pre-requisite
Batch Details
Batch Start Date
Batch Timing
Batch End Date
Batch Days
Curriculum
- Introduction to Python Data Analysis
- Installing Anaconda and Jupyter Notebooks
- Data Types in Python
- Variables, Strings, and Numbers in Python
- Lists and Tuples in Python
- Control Flow Statements in Python
- Conditional Statements in Python
- Loops in Python
- Functions in Python
- File Handling in Python
- NumPy and Arrays in Python
- Pandas and DataFrames in Python
- Reading and Writing Data with Pandas
- Data Cleaning with Pandas
- Data Transformation with Pandas
- Data Visualization with Matplotlib
- Line Plots and Scatter Plots in Matplotlib
- Histograms and Bar Charts in Matplotlib
- Styling Plots with Matplotlib
- Seaborn for Data Visualization
- Heatmaps and Clustermaps in Seaborn
- Pairplots and FacetGrids in Seaborn
- Styling Plots with Seaborn
- Statistical Analysis with Scipy
- Hypothesis Testing with Scipy
- Correlation Analysis with Scipy
- Regression Analysis with Scipy
- Machine Learning Basics
- Classification and Regression
- Model Training and Evaluation
- Cross-Validation and Overfitting
- Linear Regression in Scikit-Learn
- Logistic Regression in Scikit-Learn
- K-Nearest Neighbors in Scikit-Learn
- Decision Trees and Random Forests in Scikit-Learn
- Clustering with K-Means in Scikit-Learn
- Principal Component Analysis in Scikit-Learn
- Time Series Analysis with Pandas
- Resampling and Shifting Data with Pandas
- Moving Averages and Exponential Smoothing with Pandas
- Apply Python Data Analysis skills to a real-world project
- Review of all concepts covered in the syllabus
- 6 Live Professional Projects
FAQ
Tech Learniversity stands as a premier e-learning platform, offering live, interactive online training across a wide range of subjects, including Data Science, Cybersecurity, Business Intelligence, and more. Our affordable and accessible learning solutions serve a global audience, creating a vast community of learners from the US, India, the UK, Canada, and beyond.
Below are the services offered by Tech Learniversity.
1. Online Training Courses
2. Corporate Training
3. Online Institute Training
4. Online College Training
5. Online School Training
6. Online Customized 1 to 1 Training Courses
7. Online Customized Group Training Courses
8. Online Professional Internship Program
9. Online Interview Preparation Training
10.Online Customized Project Preparation
Why Choose Us
- Live Instructor Led Training
- In-depth Industry Ready Training
- Live Projects
- Watch recorded Video for Online and Offline Viewing
- Internship Program
- Letter of Recommendation (LOR)
- Real time working experience
- Job Interview Preparation
- Customized 1 to 1 Training
- Customized Group Training
- Referral Bonus
- Freelance Work
- Community for Discussion
- Superfast Support
All the Tech Learniversity course available on our website are live Instructor led training.
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How to Login to IOS App (My Institute)
We do not provide EMI facility but you can convert through Credit Card or any other method as per availability.
We will provide placement assistance after the completion of the course in coming months.
Classes will be conducted on Zoom app and link will be shared via e-mail. We will be sending you the instructions on how to attend the live class in your mobile, laptop or desktop once you enroll in any of our courses.
Yes, you can watch recordings in the mobile app or by visiting our web version with your login credentials. You will find the recording in your purchased course section after you login. We will be sending you the instructions on how to view the recorded live class in your mobile, tablet, laptop or desktop.
Yes, you will get Completion Certification after completion of the course.
Tech Learniversity is ISO Certified (ISO 9001:2015) firm which has good value in corporate world. Certificate Number is 305022111717Q.