Redprism came a long way intending to ‘Transform the Career and Lives’ of the individuals in the competitive world and up skilling their career, and creating a balance between the learning and implementing the real-time cases in education and achieve the dreams.
Data Science Training
Your search for an innovative and affordable training is over now. Redprism Group brings you comfortable and innovative learning classes to learn data science in a seamless way. We specialize in providing the best coaching classes to help you grow like a pro. We have a team of professional and highly experienced staff which is best in teaching. We strive to serve our students with the best learning environment. We are working with the well-versed trainers that make learning data science easier than ever. We make sure to give your career the boost that it needs to lead you to success.
Since it is all about being inquisitive, we focus on providing you with data science coaching in Noida. With us, you will find it easy to ask new questions, learn new things and make new discoveries, as our team of professionals is always standing on its toes to make learning easy and simple. We have come up as the provider of data science training to those, who are willing to gain practical knowledge and hands-on experience on live data science projects. Our courses are inspired by the latest industry trends. With us, you will also learn how to meet the needs of both basic and advanced levels through data science training.
At Redprism Group, we have a team of highly experienced and skilled professionals that has expertise in handling live projects of data science. We also provide certificate courses to make sure you enjoy learning and gain exceptional skills with the utmost ease. We always implement a unique blend of academic learning with practical sessions to help you lead through the transformation of the student to the high skilled potential employer. Our syllabus includes content that matches the requirement of every learner.
With well-equipped and highly advanced learning classes, Redprism Group stands tall as the best training institute of data science. We apply the best practices customized to make learning easy and increase your knowledge. We make sure you gain advanced skills and take your knowledge to the next level to lead to success and make your career rewarding. We always train our students to prepare them for the placement and get the high-paid jobs. Our focus is on enhancing your knowledge and this is why we keep monitoring your growth. Meet professionals to train yourself and lead to a successful future.
More about Data Science with Python Training in Noida
- Python has become more popular nowadays because of its user friendly features, data structures, standard libraries and scripting capability.
- Redprism is the best training center, where you will be exposed to differentiated learning environment as the course syllabus has been prepared by the highly experienced professionals. With this course, you can learn about classes, functions, OOPs, file operations, memory management, garbage collections, standard library modules, generators, Iterators, Fourier transforms, discrete cosine transforms, signal processing, linear algebra, spatial data structures and algorithms, multi-dimensional image processing and lot more.
Prime Features why to Join Red Prism?-
· Industry Expert Trainers with 10-15 years of experience.
· Course content is curated by best Subject Matter Experts.
· Practical Assignments.
· Real Time Projects.
· Video recording of each and every session.
· Yours doubts are clarified with 24*7 assistance by our experts.
· We conduct regular Mock tests and certifications at the end of course.
· Certification Guidance.
· Recognized training complete certificate.
· 100% Placement Assistance.
· Less fees as compared to other institutes.
· Flexi payment options
· Scholarship Available
· Installing Python
· Programming basics
· Native Data types
· Data objects
· Comparison Operators
· Condition Statements
· Numpy overview
· Selecting Data
· Splitting Arrays
· Pandas overview
· Series and DataFrame
· Treating Missing Values
· Removing Duplicates
· Transforming data
· Importing MatPlotLib& Seaborn Libraries
· Creating basic chart : Line Chart, Bar Charts and Pie Charts
· Ploting from Pandas object
· Saving a plot
· Object Oriented Plotting : Setting axes limits and ticks
· Multiple Plots
· Plot Formatting : Custom Lines, Markers, Labels, Annotations, Colors
· Satistical Plots with Seaborn
· Data Cleaning
· Data Wrangling
Exploratory Data Analysis: Case Study
Data Science Stats
· Descriptive and Inferential Statistics
· Types of Data
· Types of Sampling Data
· Simple Random Sampling
· Cluster Sampling
· Sampling Error
· Median and Mode
· Data Variability
· Standard Deviation
· Normal Distribution
· Central Limit Theorem
· Histogram - Normalization
· Normality Tests
· Hypothesis Testing
· Null Hypothesis
· Type I & II errors
· Parametric Testing: T - Tests
· Anova Test
· Non-Parametric Testing
· Ascerting accuracy of Data
· Introduction to Regression
· Type of Regression
· Hands on of Regression with R and Python.
· Weak and Strong Correlation
· Finding Correlation with R and Python
Machine Learning Associate
· What is Machine Learning
· Machine Learning vs Artificial Intelligence
· Machine Learning Workflow
· Statistical Modeling of Machine Learning
· Application of Machine Learning
· Popular Machine Learning Algorithms
· Clustering, Classification and Regression
· Supervised vs Unsupervised Learning
· Choice of Machine Learning
· Simple and Multiple Linear Regression
· KNN etc...
· Theory of Linear Regression
· Hands on with use Cases
K-Nearest Neighbour (KNN)
Naïve Bayes Classifier
Machine Learning Expert
· Tuning with Hyper Parameters
· Popular ML Algorithms
· Clustering, Classification and Regression
· Supervised vs Unsupervised
· Choice of ML Algorithm
· Ensemble Theory
· Random Forest Tuning
· Simple and Multiple Linear regression
· Text Processing with Vectorization
· Sentiment analysis with TextBlob
· Twitter sentiment analysis.
· Naïve Bayes for text classification
· New Articles Tagging
· Basic ANN network for regression and classification
· Tensorflow work flow demo and intro to deep learning
Module 1: What is Time Series?
Module 2: Trend, Seasonality, cyclical and random
Module 3: White Noise
Module 4: Auto Regressive Model (AR)
Module 5: Moving Average Model (MA)
Module 6: ARMA Model
Module 7: Stationarity of Time Series
Module 8: ARIMA Model – Prediction Concepts
Module 9: ARIMA Model Hands on with Python
Module 10: Case Study Assignment on ARIMA
· API Concepts
· Web Servers.
· URL parameters
· Installing Flask
· API Coding in Flask
· Exporting trained model
· Creating End to End API
Deep Learning CNN
· Image Basics
· Converting Image to Numpy Array
· Convolution – Feature Maps
· Max Pooling
· Keras with Tensorflow
· Hands on Image Classification CNN
· Components of Business Case
· ROI Calculation Techniques
· Defining Business Opportunity
· Translating to Data Science problem
· Creating project plan
· Demonstrating Break Even and Benefits Analysis with Data Science Solutions
· Initiating Project
· Setting up the Team
· Delivering and Closing Project
Data Science Business concepts
· Tableau Interface
· Dimensions and Measures
· Filter Shelf
· Distributing and Publishing
· Connecting to Sources
· Data Bases
· Extracting and interpreting data
· Charts and Plots with Super Store Data