- Introduction to Python
- Variables and Data Types
- Operators
- Conditional Statements and Loops
- Functions
- Importing Modules
- List and Tuple
- Dictionaries and Sets
Course Preview
Python For Data Science and AI Certification Training
Live Online Course
12 Sessions
Live Classes
Python For Data Science and AI Training Overview
ScholarHat's Python for Data Science and AI Certification Training provides a comprehensive understanding of the Python programming language and its applications in data science and artificial intelligence. Participants learn to develop robust data analysis workflows, predictive models, and AI-powered solutions.
The Python for Data Science and AI Training covers essential concepts like data manipulation, visualization, and machine learning, as well as advanced topics such as deep learning with natural language processing. Hands-on exercises and real-world projects enhance practical skills. This learning path will also teach you how to earn a Data Science and AI certification, helping you stand out from the crowd when applying for roles in this high-demand field.
This best online Python training path will give you a solid foundation in Python programming for data science and AI, preparing you for certification exams and real-world challenges. This course will boost your confidence to work with this rapidly evolving technology.
Python For Data Science and AI Certification Training Objectives
After this course, attendees will be able to:
- Describe Python's Role in Data Science and AI
- Master Python Basics and Advanced Concepts
- Implement Core Data Science Concepts
- Build and Train Machine Learning Models
- Work with Data Structures and Algorithms
- Leverage AI Frameworks
- Understand and Apply Statistical Techniques
- Develop End-to-End AI and Data Science Projects
Why Learn Python for Data Science and AI in 2025?
Python for Data Science and AI Career Scope in 2025
Is investing time in learning Python for Data Science and AI a smart career move? Absolutely! Data scientists and AI professionals are among the highest earners in the tech industry. This is because Python is widely used across diverse industries—from startups to large enterprises—for building data-driven solutions and AI-powered applications, providing immense earning potential and career stability.
- Python Developer: Build applications, automate tasks, and integrate systems with Python.
- Data Scientist: Design predictive models and analyze datasets using Python.
- AI/ML Engineer: Build machine learning models and AI solutions with TensorFlow and PyTorch.
- Data Analyst: Analyze and visualize data using Python libraries like pandas and Matplotlib.
- Backend Developer: Create scalable server-side applications with Django and Flask.
Python for Data Science and AI Tools and Technologies Covered
Python
Logic Building
OOPs
Jupyter
Code Debugging
Statistics
Machine Learning
AI
NLP
Open AI
GitHub Copilot
Python for Data Science and AI Course Key Features
- 10 Weeks of Intensive Live Training
- Learn from Microsoft MVPs
- Build Data Science and AI Projects
- Career Coaching
- Resume & Portfolio Building
- Job Assistance
Python for Data Science and AI Course Eligibility
Pre-requisites
There are no prerequisites to join the Python for Data Science and AI course. However, having a basic understanding of programming or data concepts can be helpful.
Who can Join?
This course is recommended for any students, beginners and freshers interested in creating end-to-end applications.
Included in this Python For Data Science and AI Certification Training
- Live Sessions12 Classes
Python for AI/ML
Statistics for AI/ML
- Linear Algebra (Matrices and Vertices)
- Types of Statistics and Data
- Levels of Measurement
- Central Tendency and Dispersion
- Covariance and Correlation
- Probability Density and Distribution
- Bernouli and Poission Distribution
- Uniform Distribution
- Hypothesis Testing
Deep Learning Fundamentals
Introduction to Deep Learning
Artificial Neural Networks (ANN)
- Neural Network Working
Convolutional Neural Networks (CNN)
- CNN Architecture
- ReLU Layer
Recurrent Neural Networks (RNN)
- Building RNN
- Deep Boltzman Machine
Auto Encoders
Machine Learning Fundamentals
Introduction to Machine Learning
Supervised Learning
- Naive Bayes
- Performance
- K Nearest Neighbors
- Boosting
Unsupervised Learning
- Clustering
- K-means
- Hierarchical Clustering
- Apriori
- Eclat
- Singular Value Decomposition
Reinforcement Learning
- Upper Confidence Bound
- Thompson Sampling
Generative AI and GitHub Copilot
- What is Artificial Intelligence?
- What is Generative AI?
- Large language models (LLMs)
- Ethics and biases in AI
- Introduction to Prompt Engineering
- Advanced Prompt Engineering Strategies
- Overview of AI Security Threats
- AI Security Challenges
- What is GitHub Copilot?
- Setting up GitHub Copilot in VS Code
- Configuring GitHub Copilot in Visual Studio
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Python For Data Science Certification
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Our Students Reviews
I took my first course Angular 2&4 Development Scholarhat in This month and I am really impressed with the course content and the quality of teaching. Also, their responsiveness is something unparalleled. I would highly recommend to take courses in Scholarhat, and I am really looking forward for a long association with the institute.
Alok Kumar
(Sr. Software Engineer ( Infogain, Barcode India Ltd))
It's really been a great set of classes with ScholarHat! I consider myself lucky to discover and be part of ScholarHat! I loved the way the instructor took..... extra time for every question made & explained in depth. Excellent training by ScholarHat.
Shubham Pandey
(Web Application Developer at Images Group Pvt.Ltd)
I have completed .NET Microservices training it was an amazing experience learning from Dot Net Tricks. I have gained confidence and enhanced my coding skills course here. Thanks, ScholarHat.
Ankit Bhowmick
(Software Developer )
It was one of the best learning experiences I had, at ScholarHat, right from counselling to completion of the course. Counselling: ScholarHat have counsellors with appropriate updated industrial knowledge, which helps to identify the need of professionals. Training: The training provided is completely based on industrial projects and practical ways of finding solutions & code optimization. The classes are very interactive and expand our knowledge. The provisions provided for practising listening exercises are very good and helpful. Environment: Overall the environment in the Academy is very friendly and the best thing about this place is that anytime we can go and clear our doubts. "Overall I am very much happy and recommend others to join for ScholarHat!!
Ajay Yadav
(Software developer)
The trainer is approachable, well-experienced, and always interested in explaining things. It was a nice experience learning complex architecture. It is excellent. We even suggested many people in our organization to go for different courses in ScholarHat.The trainer has a good real-time experience. Hence the examples are very practical and interesting.
Srimanta Pal
(Sr. UI Developer & Project Analysis)
Frequently Asked Questions
Q1. Can I Attend a Demo Session before Enrolment?
Yes, you can Attend a Demo Session before Enrolment in angular certification course. It gives you the opportunity to assess whether the training program aligns with your learning objectives. So, don't hesitate! Take advantage of this opportunity and attend a demo session before making your decision.
Q2. Can I request for a support session if I need to better understand the topics?
Yes, of course you can request for a support session if you need to better understand the topics. For that, you need to be in touch with the counsellor. Contact on +91- 999 9123 502 or you can mail us at hello@scholarhat.com
Q3. Who are your mentors?
All our mentors are highly qualified and experience professionals. All have at least 8-10 yrs of development experience in various technologies and are trained by Dot Net Tricks to deliver interactive training to the participants.
Q4. What If I miss my online training class?
All online training classes are recorded. You will get the recorded sessions so that you can watch the online classes when you want. Also, you can join other class to do your missing classes.
Q5. Can I share my course with someone else?
In short, no. Check our licensing that you agree to by using Dot Net Tricks LMS. We track this stuff, any abuse of copyright is taken seriously. Thanks for your understanding on this one.
Q6. Do you provide any course material or live session videos?
Yes we do. You will get access to the entire content including class videos, mockups, and assignments through LMS.
Q7. Do you provide training on latest technology version?
Yes we do. As the technology upgrades we do update our content and provide your training on latest version of that technology.
Q8. Do you prepare me for the job interview?
Yes, we do. We will discuss all possible technical interview questions and answers during the training program so that you can prepare yourself for interview.
Q9. Will I get placement assistance after receiving my course completion certificate?
Yes, you’ll get placement assistance after receiving your course completion certificate. The placement assistance provided by the US will guide you through the job search process, help you polish your resume, and connect you with potential employers. For that, you need to be in touch with the counsellor. Contact on +91- 999 9123 502 or you can mail us at hello@scholarhat.com
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Quick notes
Hands-on labs
Real-world projects
Interview prep