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
Next Batch
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There is front-end development for those who appreciate learning and developing their front-end development abilities. Rather than being a single course, the instruction is made up of several techniques that support the mastering of skills. This study covers Web JEE architecture, best practices, Web services’ role in corporate applications, and exception management. After that, before moving on to SOAP Web services using JAX-WS, it will be required to manually develop Restful Web services using JAX-RS Resources classes, interceptors, filters, and important design elements. A succinct overview of JAW-WS, XML, and SOAP is provided. The course then covers HTML front-end development.t.
Why should someone enroll in Futura Labs’ Front End Development course?
Extensive Training Program: The goal of front end development in Kerala is to train mentees to be creative problem solvers who can demonstrate that they are adding value to the firm by producing original designs. In order to save the recruiting company money, we make sure that our pupils will need little to no revamping and reworking and that their resumes will gain them a good reputation.
Cost-effective: Futura Labs’ front-end development training in Kozhikode is reasonably priced. For a small investment, one can create a doorway to a better and more promising future.
Comprehensive Course Material: Any organization would like to choose a front-end developer based on their thorough expertise before hiring specialists in order to reap the greatest benefits. In order to foster brand loyalty, one needs to be taught in the creation of positive experiences. You can feel secure knowing that Futura Labs has you ready to tackle any situation.
One of the most well-known and valuable JavaScript front-end libraries in the world is React JS. React, which is being developed in Facebook’s laboratories, greatly facilitates the ease, scalability, and strength of app curation. It is essential for those who want to work as React JS developers to finish the course.
Futura Labs has a well-designed training process to ensure that learners receive high-quality instruction and practical experience. The following are some of the main justifications for completing your training with us in a dynamic course like React JS.
Best Trainers
The mentoring from expert trainers make all the students become skilled software developers. Numerous companies require service from React JS. Thus, training from a certified and seasoned trainer will help to soar to heights. Our trainers help you to gain hands-on training. Therefore, it allows you to be ready for the real demanding online World.
Course Module
At Futura Labs, we have the greatest mentors, course materials, and technological tools to enable trainees to understand the material and complete projects with ease. We exclusively employ expert-crafted courses since we recognize how important it is to complete the tasks required of a React Js expert. The real-time reports on skill development, including strengths and areas for improvement, are the highlight of working with us.
Job Allocation
The world of the internet is expanding. Therefore, there is a lot of room for skilled and competent web developers. One of the most reliable web development tools that has been widely used is React JS. The doors to a successful profession will open with React JS training in Trivandrum.
Gaining the necessary skills for web development and embarking on an incredible adventure in the IT business is possible with Futura Labs. joined the powerful IT sector after taking a Trivandrum React JS course.
What makes training at Futura Labs exceptional?
- This course covers all you need to know to become an expert web developer using the ReactJS program by combining diagrams and basic apps.
- From novices to experts, specialized trainers walk through every method using slides and pictures.
- offers practical, real-world projects that take into account the benefits of applied education.
- Concepts are covered in both academic and practical contexts throughout the courses.
- Specialized education to ensure employment in prestigious firms.
Concepts Covered
- Introduction to React JS Overview of JSX Handling in JSX
- Testing Units
- Configuring ReactJS Environments
- Overview of Flux
- React JS Ui and Forms
The Flutter Mobile App aims to increase your app’s user base as soon as possible. It works on iOS and Android without sacrificing functionality, performance, or quality. Flutter programming is less expensive, takes less time, and allows the programmer greater power than native programming. Therefore, two development teams working with two different platform-specific technologies are required to produce unique apps for iOS and Android. The Flutter mobile app training and certification program is significant in the IT industry for the reasons listed below.
- Both iOS and Android use the same codebase.
- Using a declarative approach and a contemporary, expressive language, with less code, even on a single operating system
- It is simple to prototype and refine. Flutter mobile application
- Resolving errors and carrying on debugging from the app’s last position is simple.
- Testing with different code and reloading the application while it is running is simple.
Why should one do the Course with Futura Labs?
The greatest and most highly qualified instructors may be found at Futura Labs, a training facility. They provide the students with a thorough overview of the various Flutter mobile apps, including how to configure and use them.
The instructors at Futura Labs make sure every student has a thorough understanding of the many computer systems designed for certain purposes. Futura Labs is one of the Best Flutter Mobile App Training Institutes near you in Trivandrum, therefore it’s a smart decision for any student looking to begin their career in Flutter mobile app building.
The candidate will receive a completion certificate upon course completion, which is accepted by many business industries. and launch your professional journey as a front-end and back-end app developer.
A Mern Full Stack course uses Node.js, MongoDB, expression, react, redux, and other frameworks to help with the development and implementation of social networks. Due to modifications made to the Futura Labs Trivandrum course, students will now be taught how to handle states using Redux. The language encourages and benefits from Javascript exploration. Consequently, one becomes proficient in client-side JavaScript application development and the React library.
Top Infrastructure
You may learn how to swiftly construct a single-page application using React with our state-of-the-art equipment, technology, and trainers at Futura Labs, where we provide Mern Full Stack training in Kerala. Subsequently, it provides guidance and instruction on utilizing different React capabilities, such as forms and components.
Well-crafted Course Module
The course module is well-designed to guarantee that trainees receive high-quality instruction in MERN Full Stack, resulting in the full development of their skills and practical understanding. Futura Labs’ Certification Programs are designed to enable learners to utilize Redux to create the most complex React-Redux application architecture.
Job Allocation
MERN FULL STACK is very useful since it guarantees trainees positions at reputable companies. To understand everything there is to know about current React, though, including hooks, context API, MERN full stack, and redux, with the aid of real-world projects, one needs complete language training at some reputable training centers. Crucially, Futura Labs provides training in accordance with industry requirements.
Affordable
All of the courses are reasonably priced and guarantee that the student will be competent to secure employment in any software company. With the best training facilities and an economical cost structure, Futura Labs offers the best MERN FULL STACK training in Trivandrum.
Without a doubt, Mern Full Stack is an educational and entertaining course that teaches students how to use Node.js, Express.js, and MongoDB to create Full stack React.JS applications. It is therefore the way of the future and opens the door for fresh approaches to web development.
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