Data Science Course in Hyderabad
with
100% Placement Assistance
- Expert Trainer with 20+ Years of Dev Experience
- Life time access for live recording videos
- More focus on practical implementation
- Cover modules like Adavance Python, Data Mining
- 4 months advanced training programme
- Interview questions + interview guidence
OFFER: Pay Once and attend the running batch and an additional batch at Free of Cost.
Data Science Course in Hyderabad
Batch Details
| Trainer Name | Mr. Satyanarayana (Certified Trainer) |
| Trainer Experience | 20+ Years |
| Next Batch Date | 29th- November -2024 (8:00 AM IST) |
| Training Modes: | Online Training (Instructor Led) |
| Course Duration: | 4 Months |
| Call us at: | +91 8186844555 |
| Email Us at: | brollyacademy@gmail.com |
| Demo Class Details: | ENROLL FOR FREE DEMO CLASS |
Data Science Course in Hyderabad Curriculum
Course Contents
- Definition and scope of data science
- Data science lifecycle
- Types of data (structured, unstructured, semi-structured)
- Data science tools and technologies
- Python programming
- Introduction to python
- Python basics
- Data structures in python
- Conditional statements
- Loopings
- Functions and lambda
- File handling
- Exception handling
- Object-oriented programming language(oops)Basics
- Introduction to Python libraries
- Descriptive statistics (mean, median, mode)
- inferential statistics (hypothesis testing, confidence intervals)
- Probability distributions (Bernoulli, Binomial, Normal)
- Bayes’ theorem
- Handling missing data
- Data normalization and scaling
- Data transformation (log, sqrt)
- Data quality and validation
- Data structures (pandas, NumPy)
- Data manipulation (merge, join, groupby)
- Data aggregation (sum, mean, count)
- Introduction to data visualization
- Visualization tools (Matplotlib, Seaborn, Plotly)
- Summary statistics (mean, median, mode)
Visualizations - (histograms, box plots)
Correlation analysis
- Hypothesis testing (t-test, ANOVA)
- Confidence intervals
- Regression analysis
- Introduction to SQL
- SQL Syntax and Data Types
- SQL Commands (SELECT, INSERT, UPDATE, DELETE)
- Querying Data (WHERE, AND, OR, NOT)
- Sorting and Limiting Data (ORDER BY, LIMIT)
- Entity-Relationship Modeling (ERM)
- Database Design Principles
- Normalization (1NF, 2NF, 3NF)
- De normalization
- Simple Queries (SELECT, FROM, WHERE)
- Aggregate Functions (SUM, AVG, MAX, MIN, COUNT)
- Grouping and Filtering (GROUP BY, HAVING)
- Joining Tables (INNER JOIN, LEFT JOIN, RIGHT JOIN)
- Subqueries (Nested Queries)
- Window Functions (ROW_NUMBER, RANK, etc.)
- Views and Stored Procedures
- Triggers and Functions
- Introduction to power bi
- Getting started with power bi
- Power bi desktop
- Data transformation with power query
- Data modelling in power bi
- Dax functions(Data Analysis Expressions)
- Data visualization Techniques
Creating interactive dashboards
- Linear regression.
- Logistic regression
- Support vector machine(SVM)
- Decision tree
- K nearest neighbors (KNN)
- Naive Bayes
- Random forest (ENSEMBLE learning)
- Boosting techniques (XG Boost, ADA Boost, Gradient boost)
- clustering(K-means, Hierarchy, DB Scan)
- Dimensionality reduction(PCA)
- Association rule mining(apriori, eclat, FP growth)
- Evaluation metrics( Confusion matrics, accuracy, precision, recall)
- Cross validation
- Introduction to neural learning
- Deep learning architectures (ANN, CNN, RNN)
- Introduction to NLP
- Text preprocessing
- Tokenization
- Sentiment analysis
- Module oriented assignments
- Resume Preparation
- Interview Support
- Hand-on learning
- Projects on Data science
- Exploratory data analysis on online retail sales.
- Recommendation engine by using NLP
Data Science Course in Hyderabad
Key Points
- FREE Data Science Demo Class : We provide a 3-day demo class to experience the quality of our training at absolutely no charge.
- Success History : We trained 350+ students among them 150+ successfully placed in just the last Three months!
- Certified Experts Instructors : We have the best trainers with us who have Multi-industry subject knowledge with hands-on industry experience. The best education is guaranteed to you in data science Training in Hyderabad.
- All-Round Development : With us you don’t just get proficient in theory but also in the particle and real time experiences.
- Live Interactive Sessions : We provide one on one sessions with our trainers, helping you to clear your doubts at any time.
- Job Placement Guarantee : Our success guarantee is the commitment to help you start your career with guaranteed placement assistance.
- Lifetime Access to Brolly Academy's Exclusive LMS : We give you access to the course and the video for lifetime helping you to go through them wherever you are in need.
- Cost-Effective Fee Structure: We believe that quality education should be accessible to everyone, which is why our data science course in Hyderabad is designed to be affordable for all who are eager to learn. Our competitive data science course fee structure makes it easy for you to invest in your future without a financial burden
- Carefully crafted syllabus : We take perfect care while crafting our syllabus, keeping in mind that to give you the best of all and everything in data science that is needed.
- Hands on Experience : Gain hands-on experience with our live projects and case studies, bridging the gap from theory to application.
- Real-world Application : Immerse yourself in practical Data Science experiences with our data science training program that equip you to address the challenges in the field.
- Flexible EMI Options for Easy Payment : One of the significant advantages of our Data Science program is the availability of flexible EMI options, making course fees more manageable. This approach allows students to enroll without financial burden, ensuring a smoother path to enhancing their skills in data science.
Brolly Academy is your one-stop destination as the Top Data Science academy in Hyderabad, and the training and support system is unmatched. So, come on board today to start the journey to a successful career in Data Science!
Data Science Course at Brolly Academy
- Data science is one of those subjects that is becoming progressively popular due to the increased use of advanced analytics techniques combined with scientific principles to extract valuable insights from data.
- Such valuable insights base effective business decisions and strategies and numerous other applications.
- As the demand for such professionals is also rising, Data Science offers various wide-ranging opportunities for building one’s career with appropriate skills and expertise.
Brolly Academy is proud of its best data science training in Hyderabad, which will be given using innovative and extensive methods.
What We provide during Data Science Coaching in Hyderabad at Brolly Academy
Curriculum: Our course will ensure a holistic understanding of Data Science, and it encompasses some of the most basic aspects, including:
Data modelling | Data pre-processing | Exploratory data analysis | Machine learning | Statistics and probability | Natural language processing | Discrete Mathematics
Data science certification: After completing the course, you will be awarded with a proper certificate that makes your professional resume more attractive and effective to potential employers in showing your ability.
Join us at Brolly Academy, committed to quality Best Data Science training in Hyderabad. Get practical skills and understanding to pursue career opportunities in this evolving field. Our Data scientist course in Hyderabad provides valuable insights and real-world experience for today’s data-focused landscape.
What is data science?
Data Science is the multidisciplinary process of extracting insights from data, using statistical and mathematical techniques combined with methods from computer science and domain expertise to analyze and interpret complex data sets.
Data Science seeks to transform raw data into information-rich, actionable insights that inform decisions, drive strategy and solve intractable problems.
Key Elements of Data Science
- Data Collection : Gathering data from all sources into a uniformly structured form, from databases, surveys to online platforms.
- Data Cleaning : The act of preparing data for analysis through error removal, inconsistencies, and irrelevant information.
- Exploratory Data Analysis (EDA) : Analyzing the data for patterns, trends, and relationships in most cases through visualizations.
- Statistical Analysis : Application of statistical methods on understanding data distributions, interrelationship, and their significance.
- Machine Learning : Application of algorithms to create predictive models that can learn from data and make decisions on new inputs.
- Data Visualization : Visualizing data in a form that presents the findings most effectively to stakeholders.
- Domain Expertise : A domain-specific knowledge about the industry or domain so that the insights obtained are valid and actionable.
Where is data science used?
- Business and Marketing
- Customer Analytics : Analyzing customer behavior and preferences to find a way to enhance marketing strategy and personalization.
- Sales Forecasting : Predicts future sales based on historical data to optimize the inventory and resources.
- Market Segmentation : Identifying various customer sets for targeted campaign efforts.
- Healthcare
- Predictive Analytics : Patients can be predicted to deliver in terms of outcomes, disease trends, and treatment plans.
- Clinical Trials : Data from drug-related clinical trials to prove the efficacy of the drugs and reactions from the patients.
- Medical Imaging : Machine learning can be used to analyze images that will be applied in the diagnosis and treatment planning of patients.
- Finance
- Risk Management : Credit risk and financial fraud detection by checking data.
- Algorithmic Trading : Designing algorithms that analyze market data for trading strategies.
- Customer Credit Scoring : Judging the credit-worthiness of a customer by data patterns.
- Retail
- Supply Chain Optimization : Mining data for optimizing logistics, inventory management, and demand forecasting.
- Recommendation Systems : Personalizing customer experiences by suggesting products on past behaviors.
- Pricing Strategy : Setting competitive pricing using data based on market trends and consumer demand.
- Transportation and Logistics
- Route Optimization : Studies on traffic and logistics for optimum routes.
- Predictive Maintenance : Failure prediction of equipment to plan the maintenance schedule, ensuring timely repair.
- Demand Forecast : Demand of passengers and freight to plan services.
- Social Media
- Sentiment Analysis : Public sentiment on brands or products through social media data.
- Content Recommendation : Analyzes user interaction to recommend appropriate content.
- Influencer Analytics : Who are the influencers, and how can one track the influence of these individuals on the campaign?
- Telecommunications
- Churn Prediction : Who's going to churn next, and thus a retention strategy will be applied
- Network Optimization : Usage for improving network performance and reliability
- Education
- Personal Learning : For customizing an education experience in discovery of knowledge with better outcomes, the student data is analyzed.
- Performance Analysis : Factors leading to student performance and engagement.
- Manufacturing
- Quality Control : Data analytics for monitoring production processes and maintaining product quality.
- Predictive Maintenance : Forecast of equipment failures to minimize downtime and optimize schedules for maintenance.
- Government and Public Policy
- Public Safety : Analysis of crime data to boost the strategies of law enforcement and optimize resource allocation.
- Policy Development : Use of data for policy decisions and analysis of the impact of regulations.
Data Science is a flexible field with many uses, as companies see the value of making decisions based on data. Our data science course in Hyderabad at Brolly Academy will provide you with the skills you need to succeed in this growing area.
Course outline of Data Science course in Hyderabad at Brolly Academy
Brolly Academy is one of the highly recognized institutes for the Data science institutes in Hyderabad. It offers top-class data science training with placement support. The data science course in Hyderabad is provided in both offline and online Classes mode, allowing students and working professionals to have an experiential learning approach to career growth in the field of data science. Our faculty and industry-oriented curriculum ensure a complete understanding of the principles and tools in data science.
Highlights of the course
- Introduction to Data Science
- Understanding the data science ecosystem
- Key roles and career paths in data science
- Real-world applications across various industries
- Data Collection and Preparation
- Data gathering techniques from various sources
- Data wrangling, cleaning, and preprocessing methods
- Introduction to ETL (Extract, Transform, Load) processes
- Exploratory Data Analysis (EDA)
- Techniques for summarizing and visualizing data
- Identifying patterns, correlations, and outliers
- Tools for EDA: Pandas, NumPy, Matplotlib, and Seaborn
- Statistical Analysis and Hypothesis Testing
- Deep dive into descriptive and inferential statistics
- Performing hypothesis testing (t-tests, chi-square tests, etc.)
- ANOVA and its applications in data analysis.
- Machine Learning Fundamentals
- Overview of machine learning algorithms
- Model evaluation metrics (accuracy, precision, recall, F1-score)
- Hands-on projects in supervised and unsupervised learning
- Advanced Machine Learning Techniques
- Ensemble methods (Random Forest, Gradient Boosting)
- Dimensionality reduction (PCA, t-SNE)
- Hyperparameter tuning and cross-validation techniques
- Big Data Frameworks
- Working with large datasets using Hadoop and Spark
- Distributed computing and its benefits for data science
- Introduction to MapReduce and Spark SQL
- SQL for Data Science
- Basics of SQL and database management
- Writing and optimizing SQL queries for data manipulation
- Integrating SQL with Python for data analytics
- Deep Learning and Neural Networks
- Fundamentals of neural networks and deep learning
- Introduction to CNNs (Convolutional Neural Networks) and RNNs (Recurrent Neural Networks)
- Implementing neural network models with TensorFlow and Keras
- 10. Natural Language Processing (NLP)
- Text preprocessing and tokenization
- Sentiment analysis and text classification
- NLP libraries: NLTK, SpaCy, and Transformers
- Model Deployment and MLOps
- Capstone Project and Industry Case Studies
- End-to-end data science project applying all learned skills
- Guidance on project documentation and presentation
- Review of case studies from various industries to showcase practical data science applications
Get Industry-Ready with Brolly Academy’s Best Data Science training in Hyderabad
Brolly Academy’s data science course in Hyderabad offers a complete learning experience, covering everything from basic concepts to advanced techniques. With practical, hands-on training and strong placement support, to Become a Data scientist course in Hyderabad, this course is designed to help you build the skills you need for a successful career in the data science field.
Data Science Course in Hyderabad
Modes of training
Online Training
- Flexible Learning
- Certifications
- Daily Recorded Videos
- One Year Batch Access Validity
- Lifetime WhatsApp Group
- 100% Placement Assistance
- Interview Guidance
Video Course
- Self-Paced Learning
- Certifications
- Daily Recorded Videos
- Live Projects
- Lifetime access for video courses
- 100% Placement Assistance
Classroom Training
- Interactive Learning
- Certifications
- One-on-One Mentorship.
- Live Projects
- One Year Batch Access Validity
- 100% Placement Assistance
Why Choose us for Data science course
Experienced Trainers
Our Data Science Course in Hyderabad is created by experienced trainers who have an experience of 20+ years and have great knowledge of this field.
Practical Hands-on Experience
Our Data science course in Hyderabad for freshers and professionals provides practical, hands-on experience to help you develop real-time skills. You’ll work on actual projects aimed at achieving your career goals and boosting your confidence in your abilities
Syllabus With Updated Concepts and Data
Our Data Science training syllabus contains updated concepts and data in Data Science to keep our students updated. We present real assignments and case studies to enhance your experience and make you job-ready.
Job Placement Assistance
We'll ensure that you get a head start towards your career path by getting you that much-needed job placement as a Data Science professional. Data Science course in Hyderabad with placements, mock interviews and interview guidelines
Certification
Enroll in Brolly Academy get our Data Science training in Hyderabad with certifications today and take home a certified course completion certificate.
Positive Learning Environment
We supportive and encouraging atmosphere where you can ask questions, share ideas, and grow alongside fellow students. Our focus is on your success and personal growth.
Networking Opportunities
Joining Brolly Academy gives you access to a network of professionals in the data science field. Collaborate with peers, attend industry events, and connect with potential employers through our platform.
Learning Management System (LMS)
Our advanced Learning Management System for the online data science course in Hyderabad provides you with access to course materials, recorded lectures, quizzes, and assignments anytime, anywhere. This ensures you can review content at your convenience and track your progress throughout the course.
Data Science training
Market trend
By 2025, organizations will invest more than $200 billion in Artificial Intelligence and machine learning technologies, creating a surge in demand for data scientists trained in these practices. The number is expected to rise by 40%
1. Growing Demand for AI and Machine Learning
2. Growing Data Roles
3. Emphasis on Data Ethics and Governance
4. Real-Time Data Processing:
5. Cloud-Based Data Solutions:
The future of cloud computing is expected to reach $832 billion by 2025. Currently, 70% of organizations are using cloud-based data solutions because of their flexibility and scalability.
6. Embracing Big Data Technologies:
7. Rise of Automated Machine Learning (AutoML):
8. Focus on Data Literacy:
9. Interdisciplinary Cooperation:
10. Continuous Learning and Reskilling:
Testimonials
Choosing Brolly Academy for your data science training is a great step toward a rewarding career in one of the fastest-growing fields today. We’re here to support you in reaching your goals and help you succeed!
Certification
Data Science Certification Training in Hyderabad
Be ahead of the game in your career by taking the Data Science Certification Training at Brolly Academy. Here you will learn the most important skill set, which includes the preparation and knowledge for becoming an expert in data science.
- Benefits of Certifications
- At the end of your course, you get your certificate from Brolly Academy for all that work you put in.
- Along with all these skills and knowledge you learn, this certification will get you a huge lead ahead of your competitors in such a competitive job market.
- Besides being well-prepared to face interviews, skills developed will also give a big boost to your confidence, as you are putting your qualifications before potential employers.
- As the best institute for data science in Hyderabad, we will help you take advantage of exciting opportunities in the data science field.
- Our training programs prepare you for a successful career with valuable certifications in data science.
we will guide you to get OTHER Official Certification like
- Microsoft Certified : Azure Data Scientist Associate
- Certified Analytics Professional (CAP)
- Google Professional Data Engineer
- IBM Data Science Professional Certificate
- SAS Certified Data Scientist
- Cloudera Data Platform Generalist Certification
- AWS Certified Machine Learning – Specialty
- DASCA Senior Data Scientist
- Coursera Data Science Specialization (Johns Hopkins University)
- HarvardX Data Science Professional Certificate (edX)
Skill Developed
after taking Data science course in Hyderabad at Brolly Academy
- Basic Python
- Python Basics and Data Structures Master the basics and data structures which make up the backbone of data manipulation and analysis.
- Data Science Process Understand every stage of the data science lifecycle, from data wrangling to exploration and visualization.
- Data Wrangling & Exploration
- Learn how to clean and prepare data for proper analysis-accurate insights.
- Data Visualization
- Learn to create compelling visual representations of data in order to communicate results.
- Hypothesis Building and Testing
- Learn how to develop and test hypotheses to deduce insightful meaning.
- Hands-on Experience in Machine Learning
- Get hands-on exposure into techniques and algorithms of machine learning.
- Web Scraping
- Learn gathering and extracting data from websites for the purpose of analysis.
- Linear Regression
- Learn and apply linear regression models for forecasts
- NumPy Arrays
- Learn more on use of numpy for efficient numerical computations
- Data Structures
- Build the foundation in a data structure that shall help you in analyzing and implementing solutions to data sets
Join Brolly Academy today and make the most of your potential in the growing field of data science! Known as one of the best data science institutes in Hyderabad, we’re here to support your learning and career growth every step of the way.
Tools covered
in Data science training in Hyderabad at Brolly Academy
Python is the core programming language for data analysis, machine learning, and scripting.
Jupyter Notebook
Jupyter Notebook is an interactive environment to write code, create visualizations, and provide documentation.
Pandas is a high-performance library utilized in data manipulation and analysis. It acts as one's foundation in handling structured data.
NumPy
Operations related to any numbers and arrays, large in size
Matplotlib & Seaborn
Libraries for data visualization
Scikit-learn
Strong Machine Learning Library that has the tools for data mining and data analysis
TensorFlow/PyTorch
Frameworks for making and deploying machine learning and deep learning models
SQL
Deal with relational databases or their queries
Tableau/Power BI
Tools for business intelligence and creating interactive dashboards.
Job opportunities
He will interpret complex data sets and take actionable insights from them.
Data Analyst
The data he has acquired and derived would be interpreted to narrate the findings to inform the business decision.
Machine Learning Engineer
Here, he designs models and algorithms so that machines can learn from data.
Data Engineer
He will design and build infrastructures for generating data and storing it.
Business Intelligence Analyst
With tools of data analysis he shall be able to provide strategic business decisions.
Statistician
Applying statistical methods for data analysis and interpreting results
Data Architect
Architecting and managing data frameworks and databases
Quantitative Analyst
Analysis of the financial data using statistical and mathematical modeling
AI Research Scientist
Provides research in pushing forward AI technologies and methodologies
Pre - requisites
For Data science training in Hyderabad
Data Manipulation
Data manipulation libraries such as Pandas in Python or tools for data cleaning and transformation are useful for working with various data sets.
Programming Skills
Knowing one of the following: Python or R will be helpful for manipulating data and codes for each problem that will be given.
Mathematics and Statistics
Practically, basic statistics, probability, and linear algebra knowledge are important to do data analysis and modeling.
Database Knowledge
One should understand something about SQL and relational database systems for the retrieval and managing of data.
Basic Machine Learning Concepts
Basic knowledge of the concepts and algorithms involved in machine learning is helpful.
Problem Solving Skills
Good analytical and problem-solving skills when faced with problems related to data
Communication Skills:
Ability to articulate findings and insights clearly to technical or non-technical audiences.
Familiarity with data visualization tools
such as Tableau or Matplotlib will greatly help you in your learning endeavours.
FAQ’s
What if I miss a class?
Do I get placed?
Yes. We help you get prepared for job placement by providing resume preparation and mock interviews, among other things.
Can I attend a demo session before enrollment?
Who will be training on the data science course?
What if I still have more questions?
Will there be hand-on training in Data Science?
Yes, we have a hands-on-based program, which provides a direct experience of the real-world case studies to learn the core concepts of Data Science.
What is the salary potential in Data Science?
Eligibility criteria for Data Science in Hyderabad are given as follows
What is the cost of a data science course in Hyderabad at brolly academy?
The cost of the data science course in Hyderabad at Brolly Academy is affordable, ensuring quality education is accessible to everyone eager to learn.
Can a fresher do a data science course?
Absolutely! Our data science course at Brolly Academy is designed for freshers, making it easy for anyone new to the field to get started.
What is the salary of a data science fresher in Hyderabad?
Freshers in data science can expect a competitive salary in Hyderabad, with many opportunities available in the industry.
Which company is best for data science fresher?
There are several great companies in Hyderabad looking to hire data science freshers. Brolly Academy prepares you with the skills needed to land positions in these top companies.
Is data science hard?
Data science can be challenging, but with the right training and support, it becomes manageable. At Brolly Academy, we focus on practical, hands-on learning to help you grasp the concepts easily.
Is data science a non-IT job?
Data science is primarily considered an IT job, but it also overlaps with other fields like business, healthcare, and finance, offering diverse career paths.
Is data science a 6-month course?
Our data science course at Brolly Academy can vary in length, but many programs are designed to be completed in around six months, providing you with the skills you need on time.
Does data science have placement?
Yes, we offer job placement assistance as part of our data science course at Brolly Academy, helping you connect with great job opportunities after completing your training.
Will I receive a certificate upon finishing the data science course
Yes, in our data science course in Hyderabad with certifications at Brolly Academy, you will receive a certificate upon completion. This certification can boost your resume and aid your job search.