Data Science Brain

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📚Top 06 FREE Data Science Books For Complete Beginners📚 Practical Statistics for Data Science https://t.co/Rd2l2gKsQk Learn Python the Right Way https://t.co/dKMuxHdXZT Deep Learning for Coders with Fastai and Pytorch: AI Applications Without a PHD https://t.co/12bfsth3Qa Python Data Science Handbook https://t.co/XE2XYNppLj Pandas: Powerful Python Data Analysis Toolkit https://t.co/quzb8lsBBR Hands-on Machine Learning with Scikit-learn, Keras and Tensorflow https://t.co/NtzBd75taD

❤️TOP DATA SCIENCE PROJECTS WITH SOURCE CODE - To Land a Job❤️ Lung Cancer Prediction https://t.co/67UUBZv4za Time series analysis and forecasting https://t.co/OXyICSAorb Diabetes Prediction https://t.co/NAhh3P5bxF Spotify Popularity Prediction XGBoost &Regression Analysis https://t.co/qxfc5v0DHD Sentiment Analysis with NLTK and Transformers https://t.co/G1BF3ZxTYc EDA on Flight Price Data https://t.co/gNHGxN5QL8

❤️BECOME DATA SCIENTIST FOR FREE - Roadmap & Resources❤️ Essential Mathematics for Machine Learning Playlist | IIT Roorkee July 2018 | YouTube https://www.youtube.com/watch?v=JO9jNe6BemE&list=PLLy_2iUCG87D1CXFxE-SxCFZUiJzQ3IvE StatQuest with Josh Starmer | YouTube https://www.youtube.com/@statquest Excel Data Analytics Full Course | Simplilearn | Youtube https://www.youtube.com/watch?v=qYm1dZ8T_DU Python for Data Science - Course for Beginners (Learn Python, Pandas, NumPy, Matplotlib) | YouTube https://www.youtube.com/watch?v=LHBE6Q9XlzI Data Analysis with Python Course - Numpy, Pandas, Data Visualization https://www.youtube.com/watch?v=GPVsHOlRBBI Complete Machine Learning playlist | Krish Naik | YouTube https://www.youtube.com/watch?v=bPrmA1SEN2k&list=PLZoTAELRMXVPBTrWtJkn3wWQxZkmTXGwe Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems | Book by Aurélien Géron (Check our telegram, we have shared this before.) Dive into Deep Learning | Free E-Book https://www.google.com/url?sa=t&rct=j&q=&esrc=s&source=web&cd=&cad=rja&uact=8&ved=2ahUKEwiCrcbFuNL7AhVaR2wGHVP3CNMQFnoECCsQAQ&url=https%3A%2F%2Fd2l.ai%2F&usg=AOvVaw14YuIT7ZF_l-tU2qVLejpR Stanford CS230: Deep Learning (For theory) https://www.youtube.com/watch?v=PySo_6S4ZAg&list=PLoROMvodv4rOABXSygHTsbvUz4G_YQhOb Deployment of ML Models | Krish Naik https://www.youtube.com/watch?v=bjsJOl8gz5k&list=PLZoTAELRMXVOAvUbePX1lTdxQR8EY35Z1 Projects, Resume Building, Competitions 1. https://www.kaggle.com/ 2. https://www.stratascratch.com/

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❤️Become Data Analyst for FREE - Resources❤️ Excel | Intellipaat https://t.co/9h8k3XcrHL Python Tutorial - Python Full Course for Beginners https://t.co/d6DaROkeeB MySQL Tutorial for Beginners https://t.co/PhmP2Wjv55 Statistics and probability | Khan Academy https://t.co/CFz16rpSPp Tableau Full Course – Learn Tableau in 6 Hours https://t.co/JqdDhFpi4z Power BI Tutorial From Beginner to Pro https://t.co/OIKxSKj6u6

❤️TOP 10 ONLINE COURSES TO LEARN - Big data & Haddop❤️ The Ultimate Hands-On Hadoop Course — Tame your Big Data! https://click.linksynergy.com/fs-bin/click?id=JVFxdTr9V80&subid=0&offerid=323058.1&type=10&tmpid=14538&RD_PARM1=https%3A%2F%2Fwww.udemy.com%2Fthe-ultimate-hands-on-hadoop-tame-your-big-data%2F Big Data Specialization on Coursera https://coursera.pxf.io/c/3294490/1164545/14726?u=https%3A%2F%2Fwww.coursera.org%2Fspecializations%2Fbig-data The Building Blocks of Hadoop Course — HDFS, MapReduce, and YARN [Pluralsight] https://pluralsight.pxf.io/c/1193463/424552/7490?u=https%3A%2F%2Fwww.pluralsight.com%2Fcourses%2Fbuilding-blocks-hadoop-hdfs-mapreduce-yarn Taming Big Data with Apache Spark and Python — Hands On! https://click.linksynergy.com/deeplink?id=JVFxdTr9V80&mid=39197&murl=https%3A%2F%2Fwww.udemy.com%2Fcourse%2Ftaming-big-data-with-apache-spark-hands-on%2F SQL on Hadoop — Analyzing Big Data with Hive [Pluralsight] https://pluralsight.pxf.io/c/1193463/424552/7490?u=https%3A%2F%2Fwww.pluralsight.com%2Fcourses%2Fsql-hadoop-analyzing-big-data-hive Big Data and Hadoop for Beginners — with Hands-on! [Udemy] https://click.linksynergy.com/fs-bin/click?id=JVFxdTr9V80&subid=0&offerid=323058.1&type=10&tmpid=14538&RD_PARM1=https%3A%2F%2Fwww.udemy.com%2Fbig-data-and-hadoop-for-beginners%2F Learn Big Data: The Hadoop Ecosystem Masterclass [Udemy] https://click.linksynergy.com/fs-bin/click?id=JVFxdTr9V80&subid=0&offerid=323058.1&type=10&tmpid=14538&RD_PARM1=https%3A%2F%2Fwww.udemy.com%2Flearn-big-data-the-hadoop-ecosystem-masterclass%2F Hadoop Starter Kit (FREE Course) https://click.linksynergy.com/deeplink?id=JVFxdTr9V80&mid=39197&murl=https%3A%2F%2Fwww.udemy.com%2Fcourse%2Fhadoopstarterkit%2F Big Data and Hadoop Essentials https://click.linksynergy.com/deeplink?id=JVFxdTr9V80&mid=39197&murl=https%3A%2F%2Fwww.udemy.com%2Fcourse%2Fbig-data-and-hadoop-essentials-free-tutorial%2F Hadoop MapReduce in Depth | A Real-Time course on Mapreduce https://click.linksynergy.com/deeplink?id=JVFxdTr9V80&mid=39197&murl=https%3A%2F%2Fwww.udemy.com%2Fcourse%2Fhadoop-mapreduce-in-depth-a-real-time-course-on-

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❤️BEST RESOURCES FOR THE 100 DAYS DATA SCIENCE CHALLENGE❤️ 1) Mathematics for Machine Learning Specialization | Coursera. https://in.coursera.org/specializations/mathematics-machine-learning 2) StatQuest with Josh Starmer | YouTube https://www.youtube.com/channel/UCtYLUTtgS3k1Fg4y5tAhLbw 3) Excel Data Analytics Full Course | Simplilearn | Youtube https://www.youtube.com/watch?v=OOWAk2aLEfk 4) Python for Data Science - Course for Beginners (Learn Python, Pandas, NumPy, Matplotlib) | YouTube https://www.youtube.com/watch?v=LHBE6Q9XlzI 5) Complete Machine Learning playlist | Krish Naik | YouTube https://www.youtube.com/watch?v=bPrmA1SEN2k&list=PLZoTAELRMXVPBTrWtJkn3wWQxZkmTXGwe 6) Machine Learning Specialization | Coursera https://in.coursera.org/specializations/machine-learning-introduction 7) Google Data Analytics Professional Certificate https://in.coursera.org/professional-certificates/google-data-analytics 8) Dive into Deep Learning | E-Book http://d2l.ai/ 9) Deep Learning Specialization https://in.coursera.org/specializations/deep-learning 10) Deployment of ML Models | Krish Naik https://www.youtube.com/watch?v=bjsJOl8gz5k&list=PLZoTAELRMXVOAvUbePX1lTdxQR8EY35Z1 11) Kaggle https://www.kaggle.com/ 12) StrataScratch https://platform.stratascratch.com/coding?code_type=1 13) SQL Tutorial - Full Database Course for Beginners | YouTube https://www.youtube.com/watch?v=HXV3zeQKqGY

❤️Top Trending - KAGGLE DATASETS❤️ 1) ICC Men's T20 World Cup 2022 https://www.kaggle.com/datasets/rajsengo/icc-mens-t20-world-cup?select=details.csv 2) 2022 Ukraine Russia War https://www.kaggle.com/datasets/piterfm/2022-ukraine-russian-war 3) Binance Coin cryptocurrency data https://www.kaggle.com/datasets/psycon/bnbusdt-2017-to-2022-historical-dataset 4) Google-Landmarks Dataset https://www.kaggle.com/datasets/google/google-landmarks-dataset 5) COVID-19 Open Research Dataset Challenge https://www.kaggle.com/datasets/allen-institute-for-ai/CORD-19-research-challenge 6) COVID-19 data from John Hopkins University https://www.kaggle.com/datasets/antgoldbloom/covid19-data-from-john-hopkins-university 7) International football results from 1972 to 2019 https://www.kaggle.com/datasets/martj42/international-football-results-from-1872-to-2017 8) Major league soccer dataset https://www.kaggle.com/datasets/josephvm/major-league-soccer-dataset 9) IMDB dataset https://www.kaggle.com/datasets/harshitshankhdhar/imdb-dataset-of-top-1000-movies-and-tv-shows 10) 2018 Kaggle machine learning and data science survey https://www.kaggle.com/datasets/kaggle/kaggle-survey-2018

❤️FREE LINKEDIN COURSES TO LEARN DATA ANALYSIS - For 2023❤️ 1) Hands on Introduction: SQL https://t.co/mbLYPLDlkZ 2) Level Up: SQL Code Challenges https://t.co/MKIgLPxinb 3) Hands on Introduction: Python https://t.co/7nR8R7pp5G 4) Level Up: Python Skill Test https://t.co/0HPjnG8xsb 5) Advanced Python https://t.co/7vMKcYWVWE 6) Data Cleaning in Python Essential Training https://t.co/HN4KemiEXT 7) Data Preparation and Exploratory Data Analysis in Python https://t.co/MEcKPDlsbu

❤️IMPORTANT MATHS FOR DATA SCIENCE - And Resources to Learn it❤️ Coursera: Data science math skills https://www.coursera.org/learn/datasciencemathskills edX: Introduction to algebra https://www.edx.org/course/introduction-algebra-schoolyourself-algebrax-1 Khan Academy: Algebra I https://www.khanacademy.org/math/algebra Coursera: Statistics with R specialization https://www.coursera.org/specializations/statistics Coursera: Business statistics and analysis specialization https://www.coursera.org/specializations/business-statistics-analysis edX: Statistics and probability in data science using Python https://courses.edx.org/courses/course-v1:UCSanDiegoX+DSE210x+3T2017/course/ edX: Linear algebra: foundations to frontiers https://courses.edx.org/courses/course-v1:UTAustinX+UT.5.05x+2T2017/course/ Coursera: Mathematics for machine learning: linear algebra https://www.coursera.org/learn/linear-algebra-machine-learning edX: Pre-university calculus https://www.edx.org/course/pre-university-calculus Khan Academy: Calculus I https://www.khanacademy.org/math/calculus-1 Coursera: Mathematics for machine learning: multivariable calculus https://www.coursera.org/learn/multivariate-calculus-machine-learning Coursera: Introduction to discrete mathematics for computer science specialization https://www.coursera.org/specializations/discrete-mathematics Coursera: Introduction to mathematical thinking https://www.coursera.org/learn/mathematical-thinking Udemy: Master discrete mathematics: sets, math logic, and more https://www.udemy.com/master-discrete-mathematics/ edX: Optimization methods in business analytics https://courses.edx.org/courses/course-v1:MITx+15.053x+3T2016/course/ Coursera: Discrete optimization https://www.coursera.org/learn/discrete-optimization edX: Deterministic optimization https://www.edx.org/course/deterministic-optimization-0