+91-7506252588

Best Artificial Intelligence Training Institute in Thane

Learners 1000+
  • Best Artificial Intelligence Course in Thane to Learn in Classroom / Online Format from Best Artificial Intelligence Training Institute QuickXpert Infotech known for Quality Training in Reasonable Fees and Placements!

  • About Our Data Science Certification Course -

    Learn from basics of Python to advanced A.I. and Analytics modules with projects under or Experts. Can be learnt by both freshers and experienced to become a Data Science Professional

  • Jobs Roles Targeted -

    Data Scientist, Machine Learning Engineer, Data Analyst etc.

  • Any Pre-requisites -

    None. Any one from IT or non IT can learn. Individual courses / customized training available.

Syllabus

Syllabus

Data Science & Analalytics Course
  • Introduction & Installation
    • Introdution to Python & Python Analytics or Adv. Python
    • Python / Anaconda Installations & Configuration
  • Programming Basics
    • Variables
    • Data Types
    • User Inputs
    • Unpacking
    • Boolean Practice
    • What If, Else and If, Making Decisions
    • Loops
  • Functions
    • Creating Functions
    • Using Built in Functions
  • OOPs Programming
    • Modules
    • Classes & Objects
    • Inheritance
    • Overloading
    • Composition
  • Data Structures
    • List
    • Tuple
    • Set
  • Exception Handling
  • MySQL Server Setup
    • Installing and Configuring MySQL Server
    • Creating Database
    • CRUD Operations
    • Create Tables
      • Insert
      • Update
      • Delete
  • Database Integration with Python
    • Connection to Database from Python
    • Writing functions to handle database operations
    • CRUD Operations in python
  • Web Scrapping
    • Getting Data from Any Website using Python (new)
  • Data Analytics in Python
    • Installing & Understanding Analytics Packages
    • NumPy Array Operations
    • Pandas Data Frame Operations
    • Data Acquisition (Import & Export)
    • Indexing
    • Selection
    • Sorting
    • Filtering
    • Group By
    • Binning
    • Concatenation
    • Merge
    • Append
    • Drop
  • Data Visualization in Python
    • Installing Librarires
      • Matplotlib
      • Seaborn
    • Charts & Plots
      • Histogram
      • Scatter Plots
      • Box Plots
      • Line Chart
      • Bar Chart
      • Pie Chart etc.
    • Dashboards
    • Project
  • Beautiful SOAP library
  • Project
  • Machine Learning Examples
    • Introduction to Machine Learning & Data Analysis
    • Machine Learning Examples
  • Statistics & Exploratory Data Analysis (EDA)
    • Descriptive Statistics
    • Descriptive Analytics
    • Measure of Central Tendency
    • Dispersion
    • Probability Distribution
    • Correlation & Covariance
    • Inferential Statistics
    • Diagnostic Analytics
    • Outliers | Missing Values
    • Sparsity
    • Inferential Statistics
    • Random Sampling
    • Hypothesis Testing
       
  • Supervised Learning
    • Installing & Using Scikit-Learn Package
    • Linear Regression
    • Multi-Linear Regression
    • Decision Tree (CART)
    • Ensemble Learning
    • Random Forest
    • xgBoost
    • K Nearest Neighbors (KNN)
    • Support Vector Machine (SVM)
    • Kernel Functions
    • Naive Bayes Classifier (NBC) / MultinomialNB Algorithm
    • GRID SEARCH CV AND RANDOM SEARCG CV
    • Linear Discriminant Analysis (LDA)
       
  • Unsupervised Learning
    • Hierachical Clustering
    • K Means Clustering
       
  • Dimensionality Reduction
    • Principal Component Analysis (PCA)
       
  • Time Series Forecasting
    • Time Series Data
    • Trend Chart
    • Stationarity
    • Seasonality
    • Moving Average
    • Exponential Smoothing
    • ARIMA
    • GARCH
       
  • Model Improvement & Validation
    • Regularization
    • Lasso
    • Ridge
    • ElasticNet
    • Cross Validation
       
  • Methods
    • Sigmoid Function
    • Entropy
    • Information Gain
    • Gini Index
    • Feature Selection
    • Ensemble Modeling (Bagging | Boosting | Stacking)
    • K Selection / Distance Metrics
    • Kernel Functions
    • Elbow Method
       
  • Metrics
    • MAE / MSE/ RMSE / R2 and Adjusted R2
    • AUC ROC CURVE
    • Precision
    • Recall
    • F1 score
    • Confusion Metrics
  • Only Theory
    • SMOTE and near miss
    • EXTRA TREE CLASSIFIER (Random forest)
    • TPOT
    • LOG LOSS
    • CROSS VALIDATION
    • KERNAL PCA
    • LIGHT GBM and cat boosting
    • DBSCAN
    • MINI BATCH K MEANS
    • Passive Aggressive Classifier Algorithm
    • Facebook Prophet
    • time series RNN LSTM
       
  • When to Use Which Algorithms!
     
  • Projects / Case Studies
    • 1) Real Estate Price Prediction
    • 2) Fraud Detection Problem in BFSI domain
    • 3) Disease Detection in Healthcare domain
    • 4) Market Segmentation in Advertising Sector
    • 5) Market Basket Analysis in Departmental Sector
    • 6) Passenger Forecasting in Aviation Sector
    • 7) News Classification in Media Sector
    • 8) Dashboard (Visualization Tool)
    • Please Note - Case studies / projects changes from time to time and will be covered along with their respective modules.
       
  • Intro to AI & Neural Networks
    • Deep Learning vs Machine Learning
    • Tech Advancement
    • All about Artificial Neural Networks (ANN)
    • Understand How Deep Neural Network Works?
    • Different variants of Gradient Descent
    • Stochastic Gradient Descent vs Adam vs Others
    • Hyper parameter Tuning
    • Batch Size
    • Learning Rate
    • Momentum
       
  • Deep Learning in Python
    • Deep Learning packages in python
    • Google TensorFlow Framework
    • Model Building with default TFLearn API
    • Keras Vs TFLearn Vs Pycharm APIs
    • Model Building with Keras API Wrapper
    • Activations
    • Optimizers
    • Losses
    • Validation
    • Evaluation Metrics
    • Keras Backend
    • Callbacks - Early Stopping, TensorBoard
       
  • CNN - Convolutional Neural Networks
    • Understanding Architecture & Visualizing a CNN
    • Stochastic Gradient Descent vs Adam vs Others
    • Hyper parameter Tuning
    • Batch Size
    • Learning Rate
    • Momentum
       
  • Transfer Learning
    • vgg16
      • Activations
      • Optimizers
      • Losses
      • Validation
      • Evaluation Metrics
      • Keras Backend
      • Callbacks - Early Stopping, TensorBoard
    • vgg19
      • Kernel
      • Depth
      • Pooling
    • resnrt 50
       
  • NLTK
    • Simple NLTK
      • Stemming
      • Lemitaization
      • Regex
      • Stopwords
      • Corpus
      • Unigram
      • Bigram
      • Trigram
    • BAG fo words(count vectorization)
    • TD-IDF-term frequency inverse document frequency 1
    • Word embedding
      • word 2 vec --cbow / skipgram
      • glove
    • Fasttext
    • Keyed vector
    • LSTM / RNN (bidirentional)
    • GRU(theory - Arthiecture build )
       
  • Projects & Case Studies
    • Image Recognition using MNIST Dataset
    • Object Recognition using CIFAR-10 Dataset
    • Speech Recognition (Google Voice | Alexa | Siri)
    • Sentiment Analysis and Word Clouds
    • Chat Bot Building
    • Please Note - Case studies / projects changes from time to time and will be covered along with their respective modules.
       
  • Oracle 18/21c Installation
  • Basics
    • Oracle Basics
    • Database models
    • ER Model Overview
    • Data types
    • Understanding Test Database
    • Basics Queries
    • Arithmetic and String functions
    • DML Operations - Insert, Update and Delete
    • FETCH command - Top N, Top % Rows
  • Writing Queries
  • Filters
    • DISTINCT
    • BETWEEN
    • IN
    • LIKE
    • NOT
    • NULL
    • AND, OR, NOT etc
    • Using Complex Data Filtering Techniques
  • Sorting
    • Ascending Order
    • Descending Order
    • Complex Sorting
  • Functions
    • String Functions - lower case, uppercase, substring, instring, trim etc.
    • Number Functions
    • Date Manipulation
    • Null Value Functions - NVL, NVL2, NULLIF, COALESCE
    • Conditional Expressions - Case and Decode
  • Groups
    • Basics
    • Grouping functions - AVG, MIN, MAX, COUNT, DISTINCT COUNT etc
    • Grouping Filters - HAVING
    • Rollups & Cubes
  • Analytic (Window) Functions
    • Over() with summary functions
    • Partition By Queries
    • ROW_NUMBER()
    • RANK()
    • DENSE_RANK()
  • Joins
    • Cartesian Product
    • Equi and Non-Equi Joins
    • Left Outer Join
    • Right Outer Join
    • Full Outer Join
    • Self Join
    • Complex Queries - Joins & Groups Integration
  • SET Operators
    • Union
    • Union All
    • Intersect
    • Minus
  • Subquery
    • Single Valued Row Sub Query
    • Multi Valued Sub Query
  • Views
  • Inline Views
  • ROWID & ROWNUM
  • TOP N Analysis or Complex Inline View
  • DDL
    • Tables - Create, Alter, Drop
    • Indexes - Types, Create, Drop
    • Constraints - Not Null, Primary Key, Unique Key, Foreign Key
    • Sequence
    • Synonyms
  • Foreign Keys
  • DML operations - Insert, Update & Delete
    • Insert, Update, Delete & Truncate
    • Common Operations
    • Creating Tables using queries
    • Bulk Data Inserts using Queries
  • Transactions ( T SQL)
    • Commit
    • Rollback
    • Savepoint
  • DCL - Grant & Revoke
  • Project
  • Introduction to Power BI
    • What is Power BI and Why Power BI
    • Installing Power BI Desktop
    • Exploring the Power BI Workflow
    • Adjusting the settings of the Power BI Desktop
    • Comparison of Power BI vs Other Reporting Tools
  • Getting and Transforming Data with Power BI Desktop
    • Connecting to different sources
    • Connecting to multiple sources
    • Different connecting Options(DirectQuery vs Import Data Vs Live Connection)
    • Shaping and transforming data with Power Query
    • Editing,Merging,Appending queries etc
  • Advance Importing techniques without coding
  • Data cleaning & Advance data cleaning
  • Modeling with Power BI
    • Introduction to Modeling
    • Building Relational Models(Setup and Manage Relationships)
    • Creating table relationships
    • Understanding the filter flow
    • Cardinality and Cross filtering
  • DAX
    • Understanding Dax Syntax
    • Calculated Columns vs Measures
    • Common Dax functions and formulae
    • Understanding the evaluation context in DAX
  • Visualising Data with Reports
    • Creating Visualisations
    • Color & Conditional Formatting
    • Setting Sort Order
    • Scatter & Bubble Charts & Play Axis
    • Tooltips
    • Slicers, Timeline Slicers & Sync Slicers
    • Cross Filtering and Highlighting
    • Visual, Page and Report Level Filters
    • Drill Down/Up
    • Hierarchies
    • Constant Lines
    • Tables, Matrices & Table Conditional Formatting
    • KPI's, Cards & Gauges
    • Map Visualisations
    • Custom Visuals
    • Managing and Arranging
    • Drillthrough
    • Custom Report Themes
    • Grouping and Binning
    • Bookmarks & Buttons
  • Introduction to Power BI Service
    • Introduction to the Power BI Service
    • Quick Tour of Power BI Service
    • Connecting to Data from Power BI service
    • Building Blocks of Power BI Service
  • Sharing and Collaboration Tools in Power BI Service
    • Sharing and Collaboration Options Overview
    • Publish from Power BI Desktop
    • Publish Reports to Web
    • Printing and Exporting from Power BI Service
    • Sharing Reports & Dashboards
    • Workspaces (My Workspace vs App Workspace)
    • Publishing Apps in Power BI Service
    • Row Level Security in Power BI Desktop and Service
  • Power BI Gateway and Refreshing Datasets
    • Understanding Gateways in Power BI
    • Difference between Personal and On-Premise Gateway
    • Installation of Personal Gateway
    • Installation of On Premise Enterprise Gateway
    • Setting Up a Gateway in Power BI Service
    • Understanding Data Refresh(Manual vs Scheduled Refresh)
    • Troubleshooting Refreshing scenarios
  • A.I. in Power BI
  • Advance Report techniques
  • Best Practices
  • Pkg1 - Data Science - 3.5 to 4 months
  • Pkg2 - Data Science and Analytics - 6 months
  • Customized training / individual courses available
  • Upcoming Batches
  • Live Online:
  • Data Science & A.I. - 3.5 to 4 months - ₹30000 - ₹25000 (Limited Period)
  • Data Science, A.I. & Analytics - 6 months - ₹43000 - ₹38000 (Limited Period)
  • Classroom - Get Fees
  • Fees inclusive of GST
  • Upcoming Batches
Data Science Course | Data Science Career Path

Tools You Will Learn

Data Science Projects

Few of the projects covered in one of our batches

Why get Trained from us ?

10 yrs in IT Training
ISO Certified Institute
Training from Experts
Trained Globally
100% Job Oriented Courses
Reasonable Fees
Interview Preparation
Study Material / Notes
Live Projects / Case Studies
1000+ Companies
Placements
FREE Demo etc.
Lots of students placed in ongoing training or in just 2 months of completion of training!
You can be the Next Placed Student,

FAQs

  • More info about QuickXpert Infotech?

    ✓ Best Institute for IT Training & Placements
    ✓ ISO Certified, Since 2014
    ✓ Training from Experts
    ✓ Reasonable Fees
    ✓ Installments available
    ✓ Training modes - Live Online (Students trained Globally) and Classroom (Thane)
    ✓ Training options - Job Oriented & Job Guarantee Training Programs available
    ✓ Our live projects ProposalFinder.com, BiodataKing.com, theVibrantBirdie.com etc.
    ✓ Corporate trainings delivered - To organizations like GeBBS Healthcare, PDG Softwares, NVest solutions etc.
    ✓ Individual doubt solving
    ✓ Interview preparation
    ✓ Resume building
    ✓ Best placement service:
    ⇒ 1000+ companies
    ⇒ Dedicated HR for placements
    ⇒ Full placement support
    ⇒ For quick results, placement support starts even while training is ongoing if some criterias are fulfilled or by default on completion of training.
    ⇒ As a result, lots of students got placed in ongoing training or in just two months of completion of training!! Check student photos with company names on placement page.

    You can be the Next Placed Student

    Inquire Now

  • Do you provide placement support?

    Yes 100%. In order to help our students find employement opportunities we have networked with 1000+ companies with whom we connect on regular basis for new requirements and accordingly we provide interview calls. For quick results, placement support starts even in ongoing training if some criterias are fulfilled or by default on completion of training. As a result, lots of students got placed in ongoing training or within just 2 months of completion of training.

    You can be the Next Placed Student

    Inquire Now

  • Upcoming demo?

    Every week.

    Book you free demo now,

    Book Demo

  • Upcoming batch?

    New batches at regular intervals. Limited seats per batch.

    Upcoming Batches

  • Do you provide live online trainings?

    Yes. We train students across India and globally in live online trainings.

    Inquire Now

  • Do you provide corporate trainings?

    Yes. Our Corporate Clients - NMIMS (among top MBA colleges in India), GeBBS Healthcare Solutions, PDG Software India Pvt Ltd, NVest Solution Pvt Ltd etc.

    Inquire Now

  • How online trainings are conducted?

    via Zoom / Google Meet / Gotomeet etc. Instructors will be live and it will not be pre-recorded lectures with live doubt solving via screen share.

    Inquire Now

  • What if i miss a session?

    lecture recording or repeat lecture will be provided (as feasible to us)

  • Will I get course completion certificate?

    Yes. Inquire Now

  • Group discounts?

    Yes available.

    Inquire Now

  • Do you provide computers / laptops for practice?

    Yes

  • Can i bring my laptop for practice?

    Yes

  • More queries?

    please visit home page and also talk to our counsellors

    Inquiry Form

Overall 1000+ Companies - Few Mentioned Below:

  • 1. Darwin Platform Group of Companies
  • 2. Expound Technivo Pvt Ltd
  • 3. Aniruddha Telemetry Systems
  • 4. Acura Solutions
  • 5. Yash Technologies
  • 6. AQM Technologies Pvt Ltd
  • 7. Dusane Infotech
  • 8. Freight Tiger
  • 9. Aeon IT Solutions Pvt. Ltd.
  • 10. AG Technologies Pvt.Ltd
  • 11. Binateit IT Services Pvt Ltd
  • 12. Arine Solutions Private Limited
  • 13. AscenWork Technologies Private Limited
  • 14. Prisma AI Corporation Pte. Ltd.
  • 15. Miscot Systems Pvt. Ltd.
  • 16. Appetals Solutions Private Limited
  • 17. Ardentia Technologies Pvt. Ltd.
  • 18. Atri technocrat
  • 19. G-Square Solutions Private Limited
  • 20. Nevpro Business Solutions(NBS) Pvt. Ltd.
  • 21. Beehive Software Services Pvt Ltd.
  • 22. BestoSEO Solutions
  • 23. Billtrace infotech Pvt Ltd
  • 24. EYECATCHERS
  • 25. Brandintelle Services
  • 26. Bristlecone
  • 27. CMOTS Internet Technologies
  • 28. Cirrius Technologies Private Limited
  • 29. Digi Midas
  • 30. Dure Technologies Pvt Ltd
  • 31. eBrandz Solutions Pvt. Ltd.
  • 32. Edelweiss Capital
  • 33. EDUSOFTERP
  • 34. DigiFinTax Solutions Private Limited
  • 35. T3 Softwares
  • 36. Big Rattle Technologies
  • 37. Eviska Infotech Pvt Ltd
  • 38. Unichem Laboratories Ltd.
  • 39. Retail Whizz Solutions Private Limited
  • 40. Focus Management Consultants Pvt ltd
  • 41. Gratitude India
  • 42. Hero MotoCorp Ltd.
  • 43. HR Mantra Software Pvt Ltd
  • 44. Ideatore Interactive Solutions Pvt. Ltd.
  • 45. iGenesis Technologies
  • 46. Impulse Digital
  • 47. Inspeero Technologies
  • 48. Intellecta Consultants
  • 49. Job Proffer.com
  • 50. Brilino Pvt Ltd
  • 51. Galentic Technologies Private Limited
  • 52. Hurix Systems Private Limited
  • 53. SECURITY SOFTWARE & SOLUTIONS LLP
  • 54. Steadfast IT Consulting Pvt Ltd
  • 55. Kores
  • 56. Genirex Intellect Team Pvt Ltd
  • 57. V2STech Solutions
  • 58. Meru Mobility Pvt Ltd
  • 59. Propellum Infotech Pvt Ltd
  • 60. BarrierBreak Solutions Pvt. Ltd.
  • 61. Eziway Global Management
  • 62. Goldimine Electrosystems Pvt. Ltd.
  • 63. Marathe Infotech Pvt. Ltd
  • 64. Master Computech Pvt. Ltd.
  • 65. Svatantra Micro Housing Finance Corporation Ltd
  • 66. Mphasis
  • 67. NDS GLOBAL
  • 68. Nebula Personalization Tech Solutions Pvt. Ltd
  • 69. Nestor Marketing
  • 70. Net Gains Technologies Pvt Ltd
  • 71. Nimap Infotech
  • 72. Open Radix Software Solutions
  • 73. Opportune Technologies Pvt Ltd
  • 74. Optimum Financial Solutions Pvt. Ltd
  • 75. Pinnacle People Solutions Pvt Ltd
  • 76. Qtech Software Pvt. Ltd
  • 77. SAAR IT Resources Pvt. Ltd
  • 78. Saba Technosoft
  • 79. Sahu Technologies
  • 80. Core Ocean Solutions LLP
  • 81. Seclore Technology Pvt Ltd
  • 82. Sitel
  • 83. SMART SIGHT INNOVATIONS
  • 84. SME MaXX
  • 85. Spider Software Pvt Ltd
  • 86. iFAST Financial India Private Limited
  • 87. Code array Technologies Pvt. Ltd
  • 88. Tata Consultancy Services
  • 89. TurtleDove Technologies
  • 90. Network Techlab (India) Pvt. Ltd
  • 91. Jyoti Plastics Works Pvt Ltd
  • 92. ALFA KPO PVT LTD
  • 93. The Oberoi Group
  • 94. ThinkApps Solutions Private Limited
  • 95. Transovative Solutions Pvt. Ltd.
  • 96. TranzDigi
  • 97. Ugam Solutions
  • 98. Virtual Splat Software Pvt. Ltd.
  • 99. Techatalyst Software Pvt. Ltd.
  • ... 1000+ companies

Contact Us


Mon to Sat - 10am to 7pm & upto 4 pm on Sun

Call us -
+91-7506252588
+91-7276681665

Email us -
info@quickxpert.in

101, 1st Floor, Prestige Chambers CHS Ltd., Behind Dr. Babasaheb Ambedkar Statue, Besides Maurya Hotel, opp. Platform 2 Thane west rly stn.

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