Data Science Course Curriculum
- Overview of Data Science
- Key Concepts and Terminology
- Importance and Applications of Data Science
- Introduction to the Data Science Lifecycle
- Programming for Data Science
- Python Basics: Variables, Data Types, and Control Structures
- Python Libraries: NumPy, Pandas
- Hands-on Exercises
- Data Cleaning Techniques
- Handling Missing Data and Outliers
- Data Preprocessing with Pandas
- Introduction to EDA
- Data Visualization with Matplotlib and Seaborn
- Descriptive Statistics
- Hands-on EDA Project
- Introduction to Machine Learning
- Overview of Machine Learning
- Types of Machine Learning: Supervised, Unsupervised, Reinforcement Learning
- Machine Learning Workflow
- Evaluation Metrics
- Linear Regression
- Logistic Regression
- Decision Trees and Random Forests
- Hands-on Project: Predictive Modeling
- K-Means Clustering
- Hierarchical Clustering
- Principal Component Analysis (PCA)
- Hands-on Project: Clustering Analysis
- Model Validation Techniques: Cross-Validation
- Hyperparameter Tuning
- Model Performance Improvement Strategies
Hands-on Exercises
- Introduction to Deep Learning
- Overview of Neural Networks
- Introduction to TensorFlow and Keras
- Building and Training Neural Networks
Hands-on Project: Image Classification
- Convolutional Neural Networks (CNNs)
- Recurrent Neural Networks (RNNs)
- Transfer Learning
- Hands-on Project: Image Recognition with CNNs
- Introduction to GANs
- Architecture and Components of GANs
- Training GANs
- Hands-on Project: Generating Images with GANs
- Introduction to VAEs
- VAE Architecture and Training
- Applications of VAEs
- Hands-on Project: Generating Data with VAEs
Natural Language Processing (NLP)
- Introduction to NLP
- Text Preprocessing Techniques
- Word Embeddings and Transformers
- Hands-on Project: Text Classification
- Overview of Generative AI in Creative Fields
- GPT and Transformer Models
- Text Generation with GPT-3
- Image Generation with DALL-E
- Hands-on Project: Text and Image Generation
- Music Generation with RNNs and GANs
- Art Generation with Style Transfer
Hands-on Project: Creative AI Applications
- Capstone Project: Combining Multiple Techniques
- Presentation and Feedback
- Future Trends in Data Science and Generative AI
- Career Guidance and Next Steps
Programming Languages: Python
- NumPy
- Pandas
- Matplotlib
- Seaborn
- Scikit-learn
- TensorFlow
- Keras
Generative AI Tools
- GPT-3
- DALL-E
- StyleGAN
- Jupyter Notebook
- Google Colab
- UCI Machine Learning Repository
- Kaggle Datasets
Free Data Science Course Demo
Get Started For Free!
Let’s talk about what you need to succeed in Data Science. We will help you start your training and reach your career goals. Contact us today!
Why Choose Data Science Course in AI Tools Expert
AI Tools Expert offers a leading Data Science Course In Hyderabad. This course covers everything from basics to advanced skills, making it great for both beginners and professionals. Our Data Science Course In Hyderabad includes hands-on projects to help you apply your skills to real-world situations. Our experienced trainers guide you to build practical data science skills and get closer to your career goals.
Join the Best Data Science Course In Hyderabad with 100% placements & internships. Learn from experts and work on real-world projects to boost your career
- 100% Placement Assistance
- continuous Support until you secure a job
- Starts with Python and covers Data Analysis, Machine Learning, Deep Learning, NLP, and MLOps
- Expert Trainer with 15+ years of experience from top MNCs
- Interactive Classes
- Interview Preparation Assistance
- Foundation-Level to Advanced Training
- Accredited Certification recognized in the industry
- Industry-relevant curriculum that prepares students for today's jobs
- Lifetime Access to course videos and Learning Management System (LMS)
- Hands-On Projects for real-world data science experience
- Covers the latest and most advanced topics in data science
- One-on-One Mentorship for personalized guidance
- Free Demo Class
- Affordable Fees
- Doubt clarification sessions
Data science Course Overview
Data Science Course In Hyderabad is a great chance to learn data science through our complete course, available online and offline. The course begins with the basics of data science and shows you how it is used in real-life situations.
You will work with popular tools and technologies like Python, R, and SQL, and gain hands-on experience through practical exercises and projects. The course is designed to be easy to follow, helping you understand key concepts and apply them in real-life scenarios.
Along with the technical skills, the course also teaches you the important ethics of data science, helping you use your knowledge responsibly. You will also learn advanced topics like machine learning, deep learning, and data visualization, giving you a complete understanding of data science.
Whether you are just starting out in data science or looking to improve your skills, our Data Science course in Hyderabad has everything you need for a successful career. With expert guidance and hands-on projects, you’ll learn valuable skills that you can use even after the course ends.
Data Science Course In Hyderabad Skills covered
Data Analysis
MLOps
SQL
Ethics in AI
Model
Transfer Learning
Pre-requisites
- Basic knowledge of Python to handle data.
- Understanding of basic statistics for analyzing data.
- Familiarity with math concepts like algebra and calculus for algorithms.
- Skills in analyzing and visualizing data to work with real datasets.
- Experience using tools like Pandas and NumPy for data processing.
- Basic knowledge of machine learning methods for more advanced topics.
- Ability to solve problems and fix data issues.
- Understanding of how to use databases and SQL for managing data.
- Awareness of data privacy and ethical practices in handling data.
Skills Developed After the Data Science Course In Hyderabad
- Learn the basics of data science and its concepts.
- Understand how to collect and organize data for analysis.
- Gain skills to analyze and interpret large sets of data.
- Learn how to use statistics and machine learning to make predictions.
- Build and apply models to solve real-world problems.
- Learn how to visualize data to make it easier to understand.
- Get hands-on practice with tools like Python, R, and Excel.
- Understand how to work with databases and SQL.
- Develop problem-solving skills for data-related challenges.
Data Science Course Highlights
The Data Science course In Hyderabad by AI Tools Expert is designed to give you a strong foundation in data science and analytics. Here are the key highlights of the course:
01
Start with Python
The course begins with an easy introduction to Python, helping you build a solid foundation for data analysis and data science tools.
02
Comprehensive Curriculum
Covers essential data science topics, including machine learning, deep learning, data visualization, statistical analysis, and AI ethics.
03
Practical Skills Development
You’ll learn to build and deploy data science models for real applications, like predictive analytics, image and text processing, and business insights.
04
Foundation Level Training
Our beginner-friendly training starts with core data science concepts, making it ideal for newcomers and those without prior experience.
05
Hands-On Projects
Gain practical experience with hands-on projects and real-world case studies, building skills that prepare you for industry requirements.
06
Expert trainers
Our trainers are data science experts with extensive industry knowledge, ensuring top-quality training and practical insights.
07
Personalized Mentorship
Receive one-on-one mentorship throughout the course, with guidance tailored to your individual learning needs and career goals.
08
Flexible Learning Option
The course is ideal for both beginners and those looking to upskill, with flexible online and offline learning options.
09
Access to Exclusive Resources
Students get access to exclusive tools, datasets, and resources provided by AI Tools Expert to support their learning journey.
10
Career Support
We provide career assistance, resume reviews, and networking opportunities to help you advance in the data science field post-training.
11
Certification
After completion, students receive a certification from AI Tools Expert, recognized by leading tech companies in data science.
12
Real-World Application
Learn advanced concepts like MLOps and model deployment, equipping you for real-world data science roles.
Job Opportunities and Career Paths in Data Science Course In Hyderabad
Data Science offers many exciting career opportunities as companies use data to make better decisions. At AI Tools Expert, our Data Science Course In Hyderabad helps you gain the skills you need for these roles. Here are some jobs you can explore after the course:
Data Scientist
Data scientists work with data to find trends and insights that help businesses make smart decisions.
Machine Learning Engineer
These engineers build models that help computers make predictions and automate tasks.
Data Analyst
Data analysts look at data to find patterns and help businesses understand what’s happening.
Business Intelligence Analyst
They create reports and charts to help companies improve their business strategies.
Data Engineer
Data engineers build systems to collect and store data so it can be analyzed.
Big Data Engineer
These engineers handle large amounts of data and work with tools to process and analyze it.
AI/ML Researcher
Researchers develop new machine learning and AI techniques to solve problems.
Data Architect
Data architects design how data is stored and organized to make it easy to use.
Quantitative Analyst
They use math and statistics to analyze data, especially in finance, to make investment decisions.
Operations Research Analyst
These analysts use data to help organizations solve problems and make better decisions.
Data Science Consultant
Consultants help businesses use data to solve challenges and improve operations
Business Data Analyst
They help businesses use data to create strategies that improve performance.
Data Science Course In Hyderabad - Salaries
The salary range for data science salaries in India varies widely based on experience, location, and industry, particularly for those who have completed a Data Science Course In Hyderabad.
Here’s an overview of the current salary trends:
Salary Overview
- Average Salary: ₹6.5 lakhs per annum
- Salary Range: ₹4.0 lakhs to ₹18.0 lakhs per annum
Breakdown by Experience Level
- Entry-level (0-2 years): ₹4.0 – ₹7.0 lakhs per annum
- Mid-level (2-5 years): ₹7.0 – ₹12.0 lakhs per annum
- Senior-level (5+ years): ₹12.0 – ₹20.0 lakhs per annum
Industry Variations
- IT Companies: ₹6.0 – ₹18.0 lakhs per annum
- Finance and Banking: ₹7.0 – ₹15.0 lakhs per annum
- Healthcare and Biotech: ₹6.0 – ₹14.0 lakhs per annum
- Retail and E-commerce: ₹6.5 – ₹14.0 lakhs per annum
- Consulting Firms: ₹7.0 – ₹16.0 lakhs per annum
Who can Learn Data Science Course In Hyderabad
Individuals interested in pursuing a career in data science and analytics, seeking foundational and advanced skills.
Data Analysts
Professionals looking to enhance their data analysis capabilities with data science methodologies and tools.
Business Analysts
Business professionals who wish to incorporate fact-based understanding into business strategies and decisions.
Software Developers
Developers interested in applying data science techniques to improve software applications and decision-making processes.
Researchers and Academics
Researchers looking to explore new areas of data science for their projects, or students studying data science as part of their academic curriculum.
Industry Professionals
Professionals from fields like finance, healthcare, marketing, and retail who want to utilize data science to solve real-world business problems.
Machine Learning Enthusiasts
Those who are passionate about machine learning and want to expand their knowledge of data science techniques and tools.
Entrepreneurs and Product Managers
Business owners or managers who want to understand how data science can improve products, services, and customer experience.
What is Data science?
At AI Tools Expert, we offer a comprehensive Data Science Course In Hyderabad designed to introduce you to the world of data science and its practical applications.
Our Data Science training will help you understand how data drives decisions and how you can use it to solve real-world problems. You will start with the basics of data analysis and gradually build advanced skills in machine learning, data visualization, and statistical modeling. Whether you are a beginner or looking to enhance your existing skills, this course is crafted to provide you with practical knowledge that you can immediately apply in your projects or career.
At AI Tools Expert, we are committed to supporting you every step of the way as you begin on this exciting journey into the world of data science. Let’s unlock the power of data science together!
- Data Science involves analyzing large sets of data to uncover patterns, trends, and relationships.
- It uses a variety of techniques like statistics, machine learning, and data visualization to solve real-world problems.
- Common methods in Data Science include predictive modeling, regression analysis, and clustering.
- Data Science is widely used in industries like healthcare, finance, marketing, and technology to improve decision-making and operations.
- It helps businesses optimize processes, predict customer behavior, and improve product development.
- The field of Data Science is growing rapidly as more industries depend on data for innovation and growth.
- With the rise of Big Data and advanced analytics, the demand for Data Science professionals is increasing.
- If you want to become skilled in Data Science, the Data Science course in Hyderabad at AI Tools Expert offers expert-guided training with hands-on experience.
- This course covers essential topics like Python, machine learning, data visualization, and more, providing you with the skills needed for a successful career in Data Science.
Trainer Details - Data Science Course In Hyderabad
Mr. Satish Kumar
Data Science Expert & Senior Data Analyst
15+ Years of Experience
Worked For: Multiple MNC’s companies
Currently working : Corporate Trainer For MNC’s data science Engineering
Mr. Satish Is a seasoned Data Science expert with 15+ years of experience in Machine Learning, Data Analytics, and Big Data technologies. He specializes in Python, R, and SQL and has extensive expertise in industries like finance, healthcare, and e-commerce.
Mr. Satish is known for making complex concepts easy to understand, using clear explanations, practical examples, and real-world applications. His teaching focuses on hands-on learning, confirming students gain essential skills and confidence in data science. He has successfully led data-driven projects in the US, UK, Australia, and Canada, giving him a global perspective on data science.
Join the Data Science Course In Hyderabad at AI Tools Expert and learn from an experienced professional who will help you build the skills you need for a successful career in data science.
Training Modes - Data Science Course In Hyderabad
- Interactive Face-to-Face Teaching
- Industry Expert Trainers
- Instant Feedback
- Collaborative Tasks
- Hands-on Industry Projects
- Group Discussions
- Real-World Case Studies
- Personalized Learning Plans
- Covers Advanced Topics
₹ 31999
₹ 25999
- Virtual Learning Sessions
- Daily Session Recordings
- Trainer Support
- Interactive Webinars
- Digital Learning Modules
- Online Practical Labs
- Flexible Learning Schedules
- Affordable Course Fees
- Whatsapp Group Access
₹ 31999
₹ 25999
- Lifetime Video Access
- Basic to advance level
- Doubt-clearing Session
- Certificate Training Dumps
- Certification Support
- Course Materials
- Mock Interview Materials
- Interview Guidance
- Flexible Learning Hours
₹ 31999
₹ 25999
Data Science Course In Hyderabad Placement Program
AI Tools Expert offers a comprehensive placement program designed to help students from its Data Science Course In Hyderabad secure exceptional job opportunities. The program includes personalized career guidance, resume-building support, and mock interview sessions to help students confidently showcase their skills to potential employers.
Our program connects students with a wide network of tech companies and job openings through established industry partnerships. It also features job fairs, recruitment events, and networking opportunities where students can interact with recruiters and industry professionals.
At AI Tools Expert, we align each student’s career goals with the best available opportunities in the field. Our mission is to prepare every graduate for success in the competitive and dynamic world of data science.
Real-World Projects
Gain hands-on experience by working on projects that simulate real industry challenges, equipping you with valuable skills
3-Month Intensive Training
Participate in a focused, practical program designed to help you master core Data Science techniques and tools.
Practical Experience
Engage in hands-on training to build the expertise required to tackle real-world challenges in the data science field.
Simulated Work Environment
Work in a realistic setting to prepare for the demands and expectations of the industry.
Interview Training
Receive expert coaching to excel in job interviews with guidance on key topics, problem-solving strategies, and interview scenarios.
Capstone Projects
Complete multiple capstone projects to showcase your advanced skills and proficiency to prospective employers.
Why We are Best In Data Science Course In Hyderabad
Welcome to AI Tools Expert, the best place to learn Data Science Course In Hyderabad. Our course is designed to make learning data science practical and easy to understand, helping you build valuable skills in this high-demand field. With experienced trainers, hands-on projects, and modern tools, we ensure a top-notch learning experience.
Our Data Science Course In Hyderabad is perfect for beginners and professionals alike. We cover everything from fundamental data science concepts to advanced techniques, preparing you for a successful data science career. Also, we offer career support to guide you as you step into the field.
Join AI Tools Expert and start your journey in data science, building the skills you need for a successful future!
Data Science Course In Hyderabad - Certifications
- Google Cloud Professional Data Engineer
- Microsoft Certified: Data Analyst Associate
- Data Science and AI Fundamentals by IBM
- Data Science Specialization by Coursera
- AWS Certified Big Data - Specialty
- Microsoft Certified: Azure Data Scientist Associate
- SAS Certified Data Scientist
- Tableau Desktop Specialist
- Data Science with Python Certification by Udemy
Start your journey in a Data Science Course In Hyderabad with an AI Tools Expert! Our Data Science training will teach you everything you need to know to succeed in the world of data. With hands-on projects and expert support, you will be ready for data science roles both locally and globally.
Getting a Data Science certification shows that you have the skills to analyze data and build machine learning models. These certifications prove you can apply what you have learned in real-world situations, which employers highly value.
Popular certifications include Google Cloud Data Engineer, Microsoft Azure Data Scientist Associate, and IBM Data Science Professional Certificate. These certifications are well-recognized and will help you stand out in the job market, showing that you are ready to work with data, machine learning, and analytics in practical projects.
100+ Happy Students for Data Science Course In Hyderabad
Join us for Data Science Course In Hyderabad at AI Tools Expert! Whether you are looking to boost your career, improve your skills, or learn about data science, AI Tools Expert is here to guide you every step of the way.
Vikranth
The Data Science Course In Hyderabad at AI Tools Expert truly transformed my career. The hands-on projects and expert trainers provided me with practical skills and deep knowledge, helping me land a job at a leading tech company. Highly recommended!
Rajesh sharma
AI Tools Expert offers an exceptional Data Science Course In Hyderabad with a well-structured curriculum and flexible learning options. The real-world projects and practical approach helped me apply data science concepts effectively.
Shanthi
I was impressed by the depth of knowledge and support at AI Tools Expert. The course balanced both theory and practical applications, making it a wise investment for anyone looking to advance in the field of data science.
Kiran
Training at AI Tools Expert surpassed all my expectations. The expert trainers broke down complex concepts into simple, understandable lessons, and the hands-on projects provided invaluable practical experience. This course played a crucial role in helping me secure my position as a Quantitative Analyst
Poornima
AI Tools Expert’s Data Science Course In Hyderabad combines theory with practical skills, offering high-quality training. The well-organized course material and supportive trainers prepared me for the challenges in the data science field.
Aryan
At AI Tools Expert, I had an excellent Data Science Course In Hyderabad experience with a great combination of theory and hands-on practice. The structured content and dedicated trainers have equipped me for real-world challenges in the field of data science.
Sunitha
As a project manager, I found AI Tools Expert’s Data Science Course In Hyderabad extremely beneficial. The trainers expertly coordinated data science development with management strategies, empowering me to confidently lead data-focused projects
Harshita
The Data Science Course In Hyderabad at AI Tools Expert was outstanding! The course provided me with a strong foundation in data analysis and machine learning, making complex concepts easy to grasp.
Meena
The Data Science Course In Hyderabad at AI Tools Expert was fantastic! The hands-on projects helped me practice what I learned, and the trainers were always available to assist. This course has significantly improved my career prospects. Highly recommend it to anyone interested in data science!
Data Science Course In Hyderabad - Market Trends
Rapid Growth
Data science is growing fast because more companies are using data to make better decisions and improve their services.
Many industries like healthcare, finance, e-commerce, and tech are using data science to solve problems, improve products, and make better decisions.
New technologies like machine learning and big data tools are making data science more powerful and easier to use.
Healthcare Applications
Data science is helping healthcare by predicting patient health, discovering new medicines, and providing personalized treatments.
In Hyderabad, more training programs are being offered to help people learn data science and start their careers in this field.
Companies are using data science to automate tasks, save time, and make smarter decisions that improve business performance.
Accessibility
Data science tools are becoming easier to use, allowing more people to apply data-driven solutions in their work.
As data science grows, there are more discussions about how to use data ethically, ensuring privacy and fairness in decisions.
The demand for data scientists is increasing as more companies want to use data to improve their services and products.
Job Opportunities
With data science becoming so important, there are many job openings for roles like data analysts, data scientists, and machine learning engineers.
There is a strong need for skilled professionals who can analyze data, build models, and make sense of large datasets.
Data engineers are needed to create systems that help collect and manage big data, which supports data science work.
Frequently Asked Questions
Data Science is the study of using data to find patterns, make predictions, and solve problems with the help of tools like statistics and machine learning.
It’s helpful to have a basic understanding of math and programming (especially Python) before starting the course.
You will learn how to analyze data, use machine learning, visualize data, and apply data science in real-life situations.
The salary of a data scientist varies depending on experience and location, but the average salary in India is around ₹8,00,000 to ₹12,00,000 per year.
Data Science is used in many industries, such as:
- Healthcare: Improving treatments by analyzing patient data.
- Finance: Identifying fraud and managing financial risks.
- E-commerce: Personalizing recommendations for customers.
- Marketing: Understanding customer behavior for better advertising.
AI Tools Expert offers Data Science training in various formats, including in-person classes, online sessions and self-paced videos or corporate training..
You will work with popular data science tools such as Python, Pandas, Numpy, Scikit-learn, Tableau, and SQL.
Yes! You can attend a free demo class to understand the course content and teaching style before enrolling.
The program usually lasts from a few weeks to a couple of months, depending on the format you choose.
Yes, upon successful completion of the Data Science Course In Hyderabad, you will receive a certificate from AI Tools Expert recognizing your newly acquired skills.
We provide career assistance, including help with resume building, interview preparation, job placement support, and networking with industry professionals.