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Best Training institute in gurgaon
Best Training institute in gurgaon

578/2, New Railway Road, Near OBC Bank, Gurgaon

M-12, 1st Floor OLD DLF Colony, Sec-14, Gurgaon

7827180534tcagurugram@gmail.com

Data science training in Gurgaon

Best Complete Data Science Course in Gurgaon | Best Data Science Training Institute in Gurgaon|Best Data Science Training in Gurgaon

Data Science has become one of the top rated and demanded field of study these days as well as being into a multi-disciplinary field data science has emerged as the highest paying job roles in the IT Industry. Data Science actually deals with various concepts to solve the problem of data mining or big data. It actually involves many concepts like statistics, data analysis, machine learning and data visualization as a whole to perform one set of tasks.

The way we see a rise in the field of machine learning and AI can also be one of the factors for a substantial rise in demand of data scientists these days.

We here at TCA provides Master in Data Science Course which includes 6 modules as a major part of data science, machine learning & AI training they are as follows:

  • Python
  • Statistics & MySQL
  • Machine Learning
  • Data Visualization
  • Deep Learning
  • Natural Language Processing

However, one can also learn data science using R or SAS as programming but we see a dramatic boom for learning Python for data science, machine learning or AI is because of its rich set of libraries, simplicity, an abundance of support as well as an extensive set of open-source frameworks availability.

Under our data science training in Gurgaon course, one comes to work on 6 real-time projects such as Sentimental Analysis, Face Recognition, Bank Note Analysis, Rental Car Sharing, Handwriting Recognition, and Chabot Development.

Our Data Science syllabus includes: Introduction to data science, Understanding of Statistics & MySQL, Machine Learning which further includes: supervised, unsupervised & reinforcement learning as well as Ensemble Techniques; then comes Data Visualization Part which are using Matplotlib or Plotly; then comes deep learning which also includes all that modules of machine learning as well as it also includes Neural Networks, Image Processing which all are done using TensorFlow and Keras; then comes Natural Language Processing (NLP) – mainly used for ChatBot Applications are also part of our Master in Data Science Course which will be done using NLTK.

We have Industries best corporate trainers to deliver this data science course in Gurgaon. Under our Master in Data Science Training Program, we cover all phases of data science life cycle which involve: Business Understanding, Data Mining, Data Cleaning, Data Exploration, Feature Engineering, Predictive Modeling, and Data Visualization.

Tools & Technologies to be used during our Data Science Training:

TechnologiesTools
PythonPyCharm
Machine LearningScikit Learn
Data VisualizationMatplotlib/Plotly
Deep LearningTensorFlow and Keras
Natural Language ProcessingNLTK

There are various Job roles one can enter into after completion of this Data Science Course in Gurgaon as like: Data Analyst, Data Architect, Data Engineer, Business Analyst, Data Administrator and Data Scientist.

TCA’s dedicated placement team is there to update all learners with the latest Job Postings and also helps individuals in writing a relevant resume to match with the job profiles for them. We also conduct campus placement drives on a frequent basis to assist our students in achieving their goals after completion of data science training program.

Check our other programs

Along with this course we have expert faculties who provide a lot of different other courses such as C and C++ Programming, Java (core) and Advance Java with frameworks, Android, Web Designing, PHP, Microsoft .NET, Big Data Hadoop, etc in CS/IT department and courses like AutoCAD, Solid Works, Primavera, Ansys, Revit, etc in Civil/Mechanical department and in Skill Development there courses such as Advance Excel, Microsoft Office, Tally ERP, Stenography Typing, etc. For more information, you can visit pages and know more or you can contact us.

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Data Science Training

Data Science Course Content

Data Science Introduction

  • What is Data Science?
  • Why is it so important?
  • Applications of Data Science.
  • Data Science Methodology.
  • Data Scientist Toolbox.
  • Future of Data Science.
  • Role of ML & AI.
  • Data Scientists in demand.
  • Jobs Prospects Discussion.
  • Industries working for.
  • Python vs R Discussion
  • Applications of analytics
  • Different kinds of analytics
  • Various analytics tools
  • Analytics project methodology
  • Real world case study

Python Programming

  • Introduction to Python
  • Installation of Python
  • Python Variables & Operators
  • Lists, Dictionaries, Tuples & sets
  • Data Handling using NumPy
  • Data Handling using Pandas
  • NumPy arrays & functions
  • NumPy properties
  • Dataframe functions & properties
  • Reading and writing external data
  • Manipulating Data Columns
  • Working with Spyder
  • Working with Jupyter Notebooks
  • Iterative Operations
  • Functions in Python
  • User Define Classes & Functions
  • Numeric data in pandas
  • Summarizing categorical data
  • Group summary of mixed data
  • Introduction to ggplot Seaborn

MySQL in Data Science

  • Introduction to SQL
  • SQL Data Types & Operators
  • Useful Operations in SQL
  • Aggregating Data in SQL
  • Writing Sub-Queries in SQL
  • Common function in SQL
  • Analytic Functions in SQL
  • Writing DML Statements
  • Writing DDL Statements
  • Using Constraints in SQL
  • SQL Joins
  • Views in SQL
  • Stored Procedure

Statistics

  • Probability Theory
  • Probability & Statistics
  • Exploratory Data Analysis & Visualization
  • Statistical Inference & Modeling

Machine Learning

  • Artificial Intelligence Introduction
  • Application of Python in AI
  • Visualization & Statistics techniques
  • Introduction to Machine Learning
  • Types and Applications of ML
  • Essential Math for ML and AI
  • Supervised Learning: Linear
  • Multiple & Logistics Methods for Regression
  • Classification Techniques
  • Support Vector Machines
  • Basis Expansions & Model Selection
  • Unsupervised Learning:
  • Association Rules & Cluster Analysis
  • Principal Component Analysis
  • Model Selection & Tuning
  • Feature Expansion & Model Defects
  • Ensemble Techniques: Decision Trees
  • Boosting, Bagging, Random Forests
  • Adaboosting & Gradient Boosting.
  • Collaborative & Content Based Filtering
  • Hybrid Recommendation Systems

Deep Learning

  • Introduction to Neural Networks
  • Deep Neural Networks Fundamentals
  • Understanding of TensorFlow
  • Using Keras for Neural Networks
  • Different Parameters: Optimisers, Drop outs & Regularization
  • Image Data Pre-processing
  • Using Keras Library with CNNs
  • Convolutional Neural Networks
  • Transfer Learning: AlexNet & ResNet
  • Reinforcement Learning
  • Usage of Tensorboard for Visualization
  • Graph Visualization, Features & Kernels

NLP: Natural Language Processing

  • Text Extraction Practices
  • N-Grams, Bag of words & TF-IDF
  • LSTM, RNN & GLOVE
  • Machine Translation
  • Sentiment Analysis
  • Intelligent Agents

Data Visualization Tools

Matplotlib / Plotly

Matplotlib

  • Scatter Plot
  • Histogram
  • Dendrogram
  • Multiple Axis (Data)
  • Bar chart

Introduction to statistics

  • Mean
  • Median
  •     Mode
  • Normal Distribution
  • Poisson Distribution

Model Accuracy

  • F-score
  •     T-test
  •     Candidate-test, Chi-square test
  • Area – Under curve ROC
  • RMSE (Root Mean Square Error)
  • Absolute (error)
Download Data Science Syllabus

Why Choose TCA for Data Science Training in Gurgaon

  • TCA has highly experienced and qualified professional trainers.
  • Learn Data Science with hands-on practice in a real environment.
  • TCA's best Data Science training in Gurgaon provides job oriented course's syllabus.
  • TCA provides Live project-based Data Science training in Gurgaon.
  • TCA's Data Science training in Gurgaon is designed to suit the industry standard curriculum.
  • Authorized Data Science Certification.
  • Fast Track classes are also available with best course fees.
  • TCA training institute in Gurgaon provide well-equipped lab facilities and decent infrastructure for Data Science training.
  • Our best placement solution for job assurance.
  • TCA's Data Science training center in Gurgaon provide Data Science training in weekdays as well weekends.
  • At TCA, the best training company in Gurgaon we facilitate students with updated modern I.T technology and best learning environment.
  • We provide our own books editions which are designed to make the learning more easy and efficient.
  • Our labs have big screens and projectors which makes learning quite interesting.

TCA's Trainer's Profile for Data Science Training in Gurgaon

  • Our trainers are experts in Data Science technology.
  • Our trainers are highly experienced and mastered the Data Science technology.
  • Our trainers know the demands of today's industry so they provide the training considering the industry competitions.
  • Our trainers have different important post working as an employee in Bank of America,
  • Our trainers have long teaching experience so they teach the students according to their level.

Placement Assistance

Job-Oriented Sessions
  • Employability Orientation Sessions
  • Grooming Sessions & Technical Seminar
  • Interview Trick & Tips by Experts
  • Resume Writing Sessions
  • Session on Naukri.com
  • Personality Development Sessions
  • Group Discussion Sessions
  • Week-End Seminars

Live Video Sessions

Attend Video Classes
  • Online Classes Available
  • Recorded Sessions Demo Download
  • Lesson on Demand Available
  • Live Streaming of Selective Sessions
  • You can schedule your class online
  • Special Videos from Experts
  • Check Classes Live Schedule
  • Book your online Demo

Our Membership

One Year Membership
  • One Year membership card
  • Revision Sessions for one year
  • You can come on Week-ends
  • Special Sessions Notifications
  • All workshop free for one year
  • Practice anytime on any day
  • Trainers connect for one year
  • Online Content Access for one year