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In this course, you will learn :
- Full Python For Data Science Course
- Full Statistics For Data Science Course
- Full Machine Learning Course
- Full Cloud Deployment Course
- Natural Language Processing(NLP)
- Full Deep Learning Course
- Computer Vision(CV)
- Guide to Hackathons and Virtual Internship
- Learn Model Deployment on Amazon Web Service(AWS), Google Cloud(GCP), Microsoft Azure, Heroku, Flask API, Streamlit
- Hands-On Exercises, Projects, Assignements
- Microsoft Power BI
- Guide To How To Find A Job In Data Science
- 24/7 Support
- Mentorship By Instructor
- Lifetime Access
- Access to Over 30 REAL-WORLD PROJECTS
Syllabus :
- WEEK 1 :: Data Science Overview
- COMPLETE SQL FOR DATA SCIENCE COURSE
- SQL : BEGINNER LEVEL
- SQL Commands
- Understanding and Creating SQL Databases
- Understanding and Creating SQL Tables
- Types Of SQL KEYS
- Data Types In SQL
- CREATE Table and INSERT Data into Table
- SQL Constraints
- SQL JOINS
- Working With Existing SQL Table
- SQL VIEW
- SQL Data Summarisation: Aggregation Functions
- Advance SQL Functions
- WEEK 3 :: SQL ADVANCED LEVEL
- SQL Stored Procedure
- Triggers
- Transactions
- FULL PYTHON FOR DATA SCIENCE COURSE
- WEEK 4 :: BEGINNER : Python For Data Science
- Introduction To Jupyter Notebook
- Introduction To Google Colab
- Getting Hands-On With Python
- Python Output() | Input() | Import() Functions
- Python Operators
- Python Flow Control
- 2ND MONTH
- 1ST WEEK :: INTERMEDIATE : Python Functions
- Python Global and Local Variables
- Working With Files In Python
- Python Modules
- Coefficient of Variations
- The Five Number Summary & The Quartiles
- The Normal Distribution
- Probability
- Baye's Theore
- Hypothesis Testing
- PROJECT: Statistics For Data Scienc
- GITHUB For Data Science
- ARTIFICIAL INTELLIGENCE(AI) and MACHINE LEARNING(ML)
- FULL MACHINE LEARNING COURSE
- Web Scraping On Wikipedia & Online Book Store
- Building Amazon Auto Web Scraper
- Job Board Data Web Scrapping and Automation with Python
- RECOMMENDATION SYSTEMS
- ML PROJECTS: Predicting Compressive Strength of Concrete
- ML PROJECTS: Building a Sales Forcast App
- ML PROJECTS: Building A Breast Cancer Predictor App
- SCIENTIFIC RESEARCH PAPER
- ARTIFICIAL INTELLIGENCE
- DEEP LEARNING
- Artificial Neural Network
- FULL COMPUTER VISION COURSE
- COMPUTER VISION (CV): Beginner Level
- CPU vs GPU vs TPU
- COMPUTER VISION: Intermediate Level
- COMPUTER VISION: Advanced Level
- CNN Architectures
- Transfer Learning
- Object Detection
- Performance Metrics for Object Detection
- Objection Detection Techniques
- OPENCV FULL TUTORIAL
- PROJECTS: COMPUTER VISION PROJECTS
- CV PROJECT: Car Parking Space Counter Using OpenC
- CV PROJECT(Kaggle): Fruit and Vegetable Classification
- CV PROJECT: Predicting Lung Disease with Computer Vision
- CV PROJECT: Nose Mask Detection with Computer Vision
- CV PROJECT: Pose Detection
- CV PROJECT: Building a Face Detector with Computer vision
- CV PROJECT: Building a virtual AI Keyboard
- CV PROJECT: Yolov4 Object Detection Using Webcam
- NATURAL LANGUAGE PROCESSING(NLP)
- Hands-On NLP: Text Pre-processing
- Text Pre-processing: Normalization
- Part Of Speech (POS) Tagging
- Hands-On Text Pre-processing
- Introduction To Statistical NLP Techniques
- Language Modelling
- INTERMEDIATE LEVEL: Word Embeddings
- Word2Vec
- GloVe
- Sentence Parsing
- Sequential Models
- ADVANCED LEVEL: Recurrent Neural Network (RNN)
- LSTM
- Sequence To Sequence Models (Seq2Seq)
- NLP PROJECT: Sentiment Analyzer
- Name Entity Recognition (NER)
- NLP PROJECT: Building a Name Entity Recognition App
- NLP PROJECT: AI Resume Analyzer App
- Microsoft Power BI
- HACKATHONS
- VIRTUAL INTERNSHIPS & JOBS
- And much more!
