How to Make Data-Driven Decisions with the Help of a Data Science Course
Businesses in the modern digital era mainly depend on data to make wise decisions. The need for qualified Data Scientists who can draw conclusions and information from large, complicated data sets has consequently increased. You may acquire the fundamental knowledge and abilities required to be successful in this fascinating and rapidly expanding field by enrolling in Futura Labs Data Science Course in Trivandrum.
How Come Data Science Is Important to Learn?
Experts in data interpretation and analysis who can help businesses make informed decisions are in high demand in the quickly expanding field of data science. Having an understanding of data science can provide you with a competitive advantage and improve your prospects of obtaining a lucrative position in a range of sectors, such as e-commerce, healthcare, and finance.
Prospects for a Career in Data Science
With great need for professionals in fields like artificial intelligence, machine learning, data engineering, and data analysis, data science provides enormous and intriguing employment potential. According to a LinkedIn analysis, employment in data science is expected to rise at a rate of 37% by 2027, placing them among the top 15 developing jobs globally.
Why Should You Take Your Data Science Course at Futura Labs ?
At Futura Labs, we are committed to giving our students the best education possible so they can pursue successful careers. With online lessons you can do at your own pace, our Data Science course is made to be accessible and adaptable. Additionally, we offer tailored support and direction to make sure you have the tools necessary for success.
Enroll in Trivandrum’s Futura Labs Data Science Course Now!
Enroll in Futura Labs’ data science course in Trivandrum right now if you’re prepared to take advantage of the field’s job opportunities and acquire the necessary skills. You will acquire the abilities and information needed to be successful in this fascinating and rapidly expanding industry thanks to our extensive curriculum and knowledgeable professors.
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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How to Make Data-Driven Decisions with the Help of a Data Science Course
Businesses in the modern digital era mainly depend on data to make wise decisions. The need for qualified Data Scientists who can draw conclusions and information from large, complicated data sets has consequently increased. You may acquire the fundamental knowledge and abilities required to be successful in this fascinating and rapidly expanding field by enrolling in Futura Labs Data Science Course in Kollam.
How Come Data Science Is Important to Learn?
Experts in data interpretation and analysis who can help businesses make informed decisions are in high demand in the quickly expanding field of data science. Having an understanding of data science can provide you with a competitive advantage and improve your prospects of obtaining a lucrative position in a range of sectors, such as e-commerce, healthcare, and finance.
Prospects for a Career in Data Science
With great need for professionals in fields like artificial intelligence, machine learning, data engineering, and data analysis, data science provides enormous and intriguing employment potential. According to a LinkedIn analysis, employment in data science is expected to rise at a rate of 37% by 2027, placing them among the top 15 developing jobs globally.
Why Should You Take Your Data Science Course at Futura Labs ?
At Futura Labs, we are committed to giving our students the best education possible so they can pursue successful careers. With online lessons you can do at your own pace, our Data Science course is made to be accessible and adaptable. Additionally, we offer tailored support and direction to make sure you have the tools necessary for success.
Enroll in Kollam’s Futura Labs Data Science Course Now!
Enroll in Futura Labs’ data science course in Kollam right now if you’re prepared to take advantage of the field’s job opportunities and acquire the necessary skills. You will acquire the abilities and information needed to be successful in this fascinating and rapidly expanding industry thanks to our extensive curriculum and knowledgeable professors.
Software testing is necessary to ensure that a software product is error-free and meets the intended expectations. It comprises evaluating software components either manually or automatically to identify any flaws or gaps in relation to the required specifications. Software testing is necessary, and Futura Labs, a reputable supplier of quality assurance and software testing courses in Kollam, has developed a course that explains and emphasizes this important process.
This course will provide participants with an understanding of both White Box and Black Box testing. White Box Testing tests the program’s internal coding and structure, while Black Box Testing tests the software’s external functions.
The Futura Labs, Kollam software testing and quality assurance course covers every facet of software testing, from test design and execution to reporting and execution. Regression testing techniques will be covered in this course, along with methods for identifying and categorizing software flaws to guarantee the stability and dependability of the final product.
Software testing is crucial for several reasons.
- Verifies that the software product satisfies the standards and requirements set out by the stakeholders. This aids in the removal of any inconsistencies or mistakes that can arise throughout the development process.
- Software testing guarantees the stability and dependability of the software product. This is accomplished by finding and repairing flaws, which aid in averting errors and failures that may result in lost data, system outages, or even monetary loss.
- There is a guarantee that software testing will enhance user experience. Software testing contributes to the user-friendliness, intuitiveness, and usability of the software product by locating and repairing bugs.
- Aids in cutting down on time to market and development expenses. Software testing assists in preventing expensive rework and delays that could compromise the project’s timeline by spotting flaws early in the development process.
.Net core developers are among the most in-demand job categories in the US and other nations. This open-source language can be used to construct solutions for almost any problem, from desktop applications to dynamic web sites. Compared to other programming languages, .Net is more versatile, covers a variety of system scenarios, and has a brighter future.
Futura Labs is a pioneering organization that provides excellent teaching in software engineering to gifted students. In Kozhikode, this reputable and prestigious software training center was founded in 2016 by a group of business professionals.
Why Futura labs?
- Foundational courses to enhance comprehension of the ideas.
- The importance of.NET coding and.NET space is equal.
- Very knowledgeable instructors with sufficient real-world experience with.Net.
- Real-world project training to improve practical understanding
- Individualized doubt-resolving session to clear concepts
- Aid with appropriate placement and counseling.
- Futura Labs has partnerships with a number of top software providers to guarantee optimal placement.
- Excellent instruction at reasonable costs.
Career Opportunities after the Course.Net Developers
- . Net Specialists
- Technical .Net Lead
- Technical Architect
- .Net API Developer
- Application Architect
The candidate will receive an office-recognized completion certificate upon successful completion of the course. To begin a career as a front-end and back-end developer, you must become proficient in this language.
One of Kollam’s top online training centers is Futura Labs.Net that adheres to the pedagogy will provide you with a thorough understanding of the fundamental ideas, serving as a strong basis.
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.
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