Data Science Training And Internship Kochi
Data Science Course: Empowering You to Make Data-Driven Decisions
In today’s digital age, businesses rely heavily on data to make informed decisions. As a result, the demand for skilled Data Scientists who can extract insights and knowledge from complex data sets has skyrocketed. With Futura Labs Data Science Course in Kochi, you can learn the essential skills and techniques needed to succeed in this exciting and growing field.
Why Learn Data Science?
Data Science is a rapidly growing domain with huge demand for professionals who can interpret and analyze data to inform business decisions. Learning Data Science can fetch you a competitive edge and increase your chances of landing a high-paying job in a variety of industries, including finance, healthcare, and e-commerce.
Career Prospects in Data Science
Data Science offers immense, exciting career prospects, with high demand for professionals in areas such as data analysis, data engineering, machine learning, and artificial intelligence. A report by LinkedIn, reveals that Data Science jobs are among the top 15 emerging jobs in the world, with a projected growth rate of 37% by 2027.
Concepts that trainees can learn at Futura Labs, Kochi
- Data Science with Python
- Machine Learning
- Data Science with R Programming
- Data Science Capstone
- Big Data Hadoop and Spark Developer
Our able and experienced instructors will guide you through each module, providing hands-on experience with real-world data sets and tools. By the end of the course, you’ll acquire the skills and confidence needed to identify and analyze data like a pro. This can open windows to incredible jobs.
Why Choose Futura Labs Kochi for Your Data Science Course?
At Futura Labs, we believe in providing superlative education that empowers our students to succeed in their careers. Our Data Science Course is designed to be flexible and accessible, with online modules that can be completed at your own pace. We also provide personalized support and guidance, ensuring that you have the resources you need to succeed.
Enroll in Futura Labs Data Science Course in Kochi Today
If you’re ready to take advantage of the career prospects in Data Science and develop the skills needed to succeed, enroll in Futura Labs Data Science Course in Kochi today. With our comprehensive curriculum and experienced instructors, you’ll gain the skills and knowledge needed to succeed in this exciting and growing field.
DATA SCIENCE INTERNSHIP SYLLABUS : 4 Months
- Algorithm
- Flow Chart
- GIT
- Introduction to Statistical Analysis
- Descriptive statistics
- Inferential statistics
- Mean, Median, Mode
- Standard deviation, Variance, Range
- Outliers
- Quartile range
- Interquartile range
- Probability
- Estimation and Hypothesis
- Testing
- Scatter Diagram
- Missing values
- Imputation Techniques
- Covariance
- Correlation and Regression
- Random variable
- Normal distribution
- Skewness
- Kurtosis
- Central limit theorem
- Anova
3.1 : NumPy
- Introduction to numpy
- Numpy arrays
- Operations on arrays
- Indexing & slicing
- Numpy functions
3.2 : Pandas
- Introduction to pandas
- Data manipulation
- Series
- Data frames
- Importing and exporting files
- Basic functions
- Date range
- Group by
- Merging
- Concatenation
- Pivot table
- Contingency table
3.3 : Matplotlib
- Introduction to Matplotlib
- Different Types of Charts
- Bar chart
- Line Chart
- Scatter Chart
- Pie Chart
- Stack plot
- Data Wrangling and Manipulation
- Descriptive statistics
- Identifying Patterns and Outliers
- Missing value and Outliers
- Imputation techniques
- Transformation techniques
- Standardization
- Normalization
- Introduction to Artificial Intelligence and Machine learning
- Regression and classification
5.1 : Supervised Learning
- Linear Regression
- Logistic Regression
- Naive Bayes
- Decision Trees
- Random Forest
- Support Vector Machines
- K-Nearest Neighbor
- Model validation
- Model Evaluation
- Gridsearchcv
5.2 : Unsupervised learning
- Clustering
- Hierarchical clustering
- K-Means clustering
5.3 : Ensemble Learning
- Adaboost
- Gradient Boosting
- Introduction to deep learning
- Introduction to tensorflow, Keras
- Introduction to computer vision
6.1 : Artificial Neural Network
- Artificial Neural Network
- Perceptron
- Activation Functions and Types
- Weight Initialization Technique
- Optimization
- Adagrad
- Adam
- Regularization
- Dropout
6.2 : Convolutional Neural Network
- Convolutional Neural Network
- CNN Architecture
- Convolution, pooling, flattening
- Image classification with CNN
- Transfer Learning(Alexnet, vgg16,)
- Opencv Basics
6.3 : Recurrent Neural Network
- Recurrent Neural Network
- Architecture of RNN
- LSTM
- Bi-directional LSTM
- Introduction to NLP
- Spacy
- Pipeline-transformers
- Text preprocessing
- Tokenization
- Stemming
- Lemmatization
- Mini Project - Using machine learning
- Main Project - Both machine learning and deep learning
DATA SCIENCE INTERNSHIP SYLLABUS : 6 Months
- Algorithm
- Flow Chart
- GIT
- Introduction to Statistical Analysis
- Descriptive statistics
- Inferential statistics
- Mean, Median, Mode
- Standard deviation, Variance, Range
- Outliers
- Quartile range
- Interquartile range
- Probability
- Estimation and Hypothesis
- Testing
- Scatter Diagram
- Missing values
- Imputation Techniques
- Covariance
- Correlation and Regression
- Random variable
- Normal distribution
- Skewness
- Kurtosis
- Central limit theorem
- Anova
- Python introduction
- Variables
- Data types
- String functions
- Data types
- Conditional statements
- Loop
- Functions
- Oops
- Inheritance and types
- Exception Handling
- File Handling
- Module Handling
- Python Regex
4.1 : NumPy
- Introduction to numpy
- Numpy arrays
- Operations on arrays
- Indexing & slicing
- Numpy functions
4.2 : Pandas
- Introduction to pandas
- Data manipulation
- Series
- Data frames
- Importing and exporting files
- Basic functions
- Date range
- Group by
- Merging
- Concatenation
- Pivot table
- Contingency table
4.3 : Matplotlib
- Introduction to Matplotlib
- Different Types of Charts
- Bar chart
- Line Chart
- Scatter Chart
- Pie Chart
- Stack plot
- Data Wrangling and Manipulation
- Descriptive statistics
- Identifying Patterns and Outliers
- Missing value and Outliers
- Imputation techniques
- Transformation techniques
- Standardization
- Normalization
- Introduction to Artificial Intelligence and Machine learning
- Regression and classification
6.1 : Supervised Learning
- Linear Regression
- Logistic Regression
- Naive Bayes
- Decision Trees
- Random Forest
- Support Vector Machines
- K-Nearest Neighbor
- Model validation
- Model Evaluation
- Gridsearchcv
6.2 : Unsupervised learning
- Clustering
- Hierarchical clustering
- K-Means clustering
6.3 : Ensemble Learning
- Bagging
- Adaboost
- Gradient Boosting
- Introduction to deep learning
- Introduction to tensorflow, Keras
- Introduction to computer vision
7.1 : Artificial Neural Network
- Artificial Neural Network
- Perceptron
- Activation Functions and Types
- Weight Initialization Technique
- Optimization
- Adagrad
- Adam
- Regularization
- Dropout
7.2 : Convolutional Neural Network
- Convolutional Neural Network
- CNN Architecture
- Convolution, pooling, flattening
- Image classification with CNN
- Transfer Learning(Alexnet, vgg16,)
- Opencv Basics
- Edge detection
- Object detection
- Face Recognition
- Autoencoders
7.3 : Recurrent Neural Network
- Recurrent Neural Network
- Architecture of RNN
- LSTM
- LSTM Networks
- Bi-directional LSTM
- Introduction to NLP
- Spacy
- pipeline-transformers
- Sentiment analysis
- Text preprocessing
- Tokenization
- Stemming
- Lemmatization
- Word embedding techniques
- Mini Project - Using machine learning
- Main Project - Both machine learning and deep learning
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Modern web apps have made MERN Full Stack Development—which combines MongoDB, ExpressJS, React, and NodeJS—one of the most sought-after tech stacks globally. Businesses are aggressively seeking developers with the ability to use this technology to create dynamic, scalable, and quick online apps.
You should master the MERN stack if you have a strong interest in JavaScript and wish to work as a full-stack web developer. This stack enables developers to create front-end and back-end high-performance apps using JavaScript, a single programming language.
Our MERN Full Stack Course at Futura Labs will teach you how to create contemporary online applications, from using React to create user-friendly front-end interfaces to using NodeJS to create robust back-end servers.
Top Skills You Will Learn
- JavaScript & ES6+ Fundamentals
- Front-End Development with React.js
- Back-End Development with NodeJS & ExpressJS
- MongoDB Database Management
- REST API Development & Authentication
Who Can Learn?
- Students & Fresh Graduates
- Software Developers looking to upskill
- Entrepreneurs & Freelancers
- Anyone interested in Web Development
Job Opportunities
- MERN Stack Developer
- Front-End Developer (React.js)
- Back-End Developer (NodeJS)
- Full Stack JavaScript Developer
What Makes Futura Labs Unique?
To help you become proficient with the MERN stack, Futura Labs offers practical instruction using real-world examples. Whether you’re developing SaaS solutions, e-commerce apps, or social media platforms, our MERN Full Stack Course will give you the tools you need to succeed in web development.
Take your career to the next level by beginning your adventure with Futura Labs in Full Stack Development or Data Analytics. Enroll now to acquire the skills that will influence technology in the future!
PHP Laravel Full Stack Development has emerged as one of the most sought-after competencies in the tech sector due to the growing need for dynamic and scalable online applications. Because of its sophisticated features, strong security, and attractive syntax, Laravel is a powerful PHP framework that makes web development easier.
Learning Laravel is an excellent way to create online apps that are scalable, secure, and efficient. This ability is highly valued in a variety of industries, including financial, SaaS, and e-commerce.
At Futura Labs, our PHP Laravel Full Stack Course will train you in both front-end and back-end technologies, helping you develop feature-rich web applications with Laravel and modern UI frameworks.
Top Skills You Will Learn
- PHP Programming & Laravel Framework
- MVC Architecture & API Development
- Front-End Technologies (HTML5, CSS3, JavaScript, React.js)
- Database Management with MySQL
- Authentication, Security
Who Can Learn?
- Students & Fresh Graduates
- Web Developers looking to upgrade skills
- Entrepreneurs & Business Owners
- Anyone interested in Web Development
Job Opportunities
- PHP Developer
- Laravel Developer
- Full Stack Web Developer
- Software Engineer
Why Futura Labs?
Our PHP Laravel Full Stack Course is designed to provide practical training with hands-on projects. Whether you’re building e-commerce platforms or enterprise applications, we will equip you with the knowledge and expertise to excel in Laravel development.
Businesses nowadays mostly rely on data analytics to inform their decisions because data is the new oil. One of the most effective business intelligence solutions is Power BI, which assists experts in converting unstructured data into insightful understandings via interactive dashboards and reports.
Gaining proficiency in Power BI might help you stand out in the job market if you have an interest in data visualization, business analytics, or decision-making. Businesses that can efficiently analyze data and offer strategic insights are in high demand, including those in the retail, healthcare, IT, and finance sectors.
At Futura Labs, our Power BI Course covers everything from data modeling to report creation and dashboard design. Whether you’re a beginner or a professional, our hands-on training will help you master Power BI’s advanced features and real-world applications.
Top Skills You Will Learn
- Data Cleaning & Transformation
- DAX (Data Analysis Expressions)
- Creating Interactive Dashboards & Reports
- Data Modeling & Power Query
- Connecting Power BI with Databases
Who Can Learn?
- Business Analysts & Data Professionals
- Students & Fresh Graduates
- IT & Finance Professionals
- Marketing & Sales Analysts
Job Opportunities
- Business Intelligence Analyst
- Data Analyst
- Power BI Developer
- Reporting Analyst
Why Futura Labs?
At Futura Labs, we focus on real-world business use cases to ensure you gain practical skills. Our Power BI Course in Kerala is designed to help you excel in data analytics and make data-driven decisions that add value to organizations.
Software quality is now more important than ever due to the quick development of technology and the growing dependence on software applications in daily life. Businesses rely on perfect software for everything from corporate solutions to mobile apps in order to avoid risks, maintain consumer trust, and deliver smooth user experiences. As a result, there is an increasing need for qualified software testing specialists who can guarantee that apps are trustworthy, secure, and free of errors. Software Testing Course is the ideal course for you if you’re careful, have a problem-solving mentality, and wish to work in the rapidly changing IT sector.
Top Skills You Will Learn
- Manual Testing
- Automation Testing (Selenium)
- Performance Testing
- API Testing
- Test Case Design and Execution
- Bug Reporting and Defect Tracking
- Mobile Automation Testing (Appium)
Job Opportunities
- Software Tester
- Quality Assurance Engineer
- Test Automation Engineer
- Performance Tester
- QA Analyst
Who All Can Learn
- Freshers
- IT Professionals Looking to Switch Careers
- Developers Wanting to Enhance Testing Skills
- Business Analysts
- Project Managers
Why Futura Labs?
Nowadays, software applications are at the foundation of almost every sector, including finance, entertainment, healthcare, and e-commerce. However, without thorough testing for security, performance, and functionality, even the best-designed software might malfunction. Software testing is essential in this situation. To make sure the software satisfies the highest quality requirements before it is sent to end users, it entails a methodical procedure of finding and repairing flaws. To guarantee flawless user experiences and dependable application performance, a proficient software tester needs to be knowledgeable about various testing methodology, tools, and automation strategies.
Learning from some of the most skilled software testing experts in the business is possible at Futura Labs in Calicut and Kochi. By addressing real-world testing difficulties under the supervision of experts, our trainees gain practical experience through working on live projects. As the program progresses, you will receive individual guidance to help you gain the skills and confidence required to succeed in the profession. Additionally, with Futura Labs’ strong industry connections, you have a better chance of landing a job right out of the institution.
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