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How and Why to Register

Dear, to register for the 6 months AI and Data Science Mentorship Program, click this link and fill the form give there: https://shorturl.at/fuMX6

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Software installation and Important Details

In this section you will learn which software are important to install and learn from.

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Day-1

Introduction and details about 6 months plan

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Day-2

What is AI and How is it Different From Data Science?

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Day-3

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Day-4

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Day-5

Learn Python from Zero

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Day-6

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Day-7

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Day-8

Master Pandas Library

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Day-10

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Day-13

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Day-17: Complete EDA on Google PlayStore Apps

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Day-18: Outliers

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Day-19: Complete EDA project on Apple APP store apps Dataset

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Day-20

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Day-21: Data Visualization-1

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Day-22: Data Science Portfolio

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Day-23: Data Visualization-2

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Day-24: Data Visualization-3

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Day-25: Quiz Time, Data Visualization-4

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Day-26: Data Visualization-5

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Day-27: Data Scaling/Normalization/standardization and Encoding

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Day-28: NumPy (Part-1)

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Day-29: NumPy (Part-2)

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Day-30: NumPy (Part-3)

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Day-31: NumPy (Part-4)

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Day-32a: NumPy (Part-5)

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Day-32b: Data Preprocessing / Data Wrangling

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Day-33: Zero-to-Math for Data Science (Part-1)

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Day-34: Zero-to-Math for Data Science (Part-2)

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Day-35: Zero-to-Math for Data Science (Part-3)

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Day-36: Zero-to-Math for Data Science (Part-4)

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Day-37: Algebra in Data Science

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Day-38: Pre-Algebra (Part-1)

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Day-39: Pre-Algebra (Part-2)

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Day-40: Pre-Algebra (Part-3)

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Day-41: Elementary Algebra

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Day-42: Linear Algebra (Part-1)

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Day-43: Linear Algebra (Part-2)

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Day-44: Linear Algebra (Part-3)

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Day-45: Linear Algebra (Part-4)

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Day-46: Linear Algebra (Part-5)

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Day-47: Linear Algebra (part-6)

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Day-48: Linear Algebra (Part-7)- Solving System of Equations

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Day-49: Linear Algebra (Part-8)- Solving System of Equations

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Day-50: Linear Algebra (Part-9)- Solving System of Equations

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Day-51: Linear Algebra (Part-10) – Python

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Day-52: Statistics for Data Science (Part-1)

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Day-53: Statistics for Data Science (Part-2)

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Day-54: Statistics for Data Science (Part-3)

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Day-55: Statistics for Data Science (Part-4)

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Day-56: Statistics for Data Science (Part-5)

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Day-57: Statistics for Data Science (Part-6)

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Day-58: Statistics for Data Science (Part-7)

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Day-59: Statistics for Data Science (Part-8)

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Day-60: Statistics for Data Science (Part-9)

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Day-61: Statistics for Data Science (Part-10)

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Day-62: Statistics for Data Science (Part-11)

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Day-63: Statistics for Data Science (Part-12)

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Day-64: Statistics for Data Science (Part-13)

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Day-65: Statistics for Data Science (Part-14)

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Day-66: Statistics for Data Science (Part-15)

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Day-67: Machine Learning (Part-1)

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Day-68: Machine Learning (Part-2)

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Day-69: Machine Learning (Part-3)

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Day-70: Machine Learning (Part-4)

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Day-71: Machine Learning (Part-5)

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Day-72: Machine Learning (Part-6)

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Day-73: Machine Learning (Part-7)

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Day-74: Machine Learning (Part-8)

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Day-75: Machine Learning (Part-9)

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Day-76: Machine Learning (Part-10)

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Day-77: Machine Learning (Part-11)

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Day-78: Machine Learning (Part-12)

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Day-79: Machine Learning (Part-13) Decision Tree

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Day-80: Machine Learning (Part-14)-Ensemble Algorithms

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Day-81: Machine Learning (Part-15)-Evaluation Metrics

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Day-82: Machine Learning (Part-16)-Metrics for Classification

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Day-83: Machine Learning (Part-17)

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Day-84: Machine Learning (Part-18)

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Day-85: Machine Learning (Part-19)

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Day-86: Machine Learning (Part-20)

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Day-87: Machine Learning (Part-21)

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Day-88: Machine Learning (Part-22)

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Day-89: Machine Learning (Part-23)

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Day-90: Machine Learning (Part-24)

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Day-91: Machine Learning (Part-25)

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Day-92: Machine Learning (Part-26)

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Day-93: Machine Learning (Part-27)

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Day-94: Machine Learning (Part-28)

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Day-95: Machine Learning (Part-29)

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Day-96: Machine Learning (Part-30)

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Day-97: Machine Learning (Part-31)

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Day-98: Machine Learning (Part-32)

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Day-99: Machine Learning (Part-33)

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Day-100: Un-Supervised Machine Learning (Part-1)

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Day-101: Un-Supervised Machine Learning (Part-2)

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Day-102: Un-Supervised Machine Learning (Part-3)

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Day-103: Deep Learning (Part-1)

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Day-104: Deep Learning (Part-2)

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Day-105: Deep Learning (Part-3)

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Day-106: Deep Learning (Part-4)

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Day-107: Deep Learning (Part-5)

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Day-108: Deep Learning (Part-6)

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Day-109: Deep Learning (Part-7)

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Day-110: Deep Learning (Part-8)-Activation Functions

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Day-111: Case Studies (Complete Machine/Deep Learning Projects)

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Day-112: Deep Learning (Part-9)-Complete Project

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Day-113: Deep Learning (Part-10)-Complete Project

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Day-114: Deep Learning (Part-11)-Convolutional Neural Network (CNN)

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Day-115: Deep Learning (Part-12)-Convolutional Neural Network (CNN)

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Day-116: Deep Learning (Part-13)-Computer Vision

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Day-117: Deep Learning (Part-14)-Complete CNN Project

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Day-118: Deep Learning (Part-15)-Recurrent Neural Network (RNN)

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Day-119: Deep Learning (Part-16)-Natural Language Processing (NLP)

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Day-120: Deep Learning (Part-17)-Natural Language Processing (NLP)

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Day-121: Time Series Analysis (Part-1)

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Day-122: Time Series Analysis (Part-2)

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Day-123: Time Series Analysis (Part-3)

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Day-124: Time Series Analysis (Part-4)

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Day-125: Time Series Analysis (Part-5)

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Day-126: Time Series Analysis (Part-6): Web-scrapping

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Day-127: Time Series Analysis (Part-7): ARIMA models for time series

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Day-128: Time Series Analysis (Part-8): Complete Project

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Day-129: git & GitHub Crash Course

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Day-130: Over-fitting and Under-fitting in a Model

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Day-131: Improving Machine/Deep Learning Model’s Performance

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Day-132: Transfer Learning and Pre-trained Models (Part-1)

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Day-133: Transfer Learning and Pre-trained Models (Part-2)

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Day-134 Transfer Learning and Pre-trained Models (Part-3)

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Day-135: Generative AI (Part-1)

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Day-136: Generative AI (Part-2)

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Day-137: Generative AI (Part-3)

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Day-138: Generative AI (Part-4)

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Day-139: Generative AI (Part-5)-Tensorboard

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Day-140: Generative AI (Part-6)-Diffusion Models

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Day-141: Generative AI (Part-7)

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Day-142: Prompt Engineering

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Day-143: Huggingface

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Day-144: LangChain and APIs

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Day-145: Streamlit for webapp development and deployment (Part-1)

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Day-146: Streamlit for webapp development and deployment (Part-2)

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Day-147: Streamlit for webapp development and deployment (Part-3)

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Day-148: Streamlit for webapp development and deployment (Part-4)

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Day-149: Streamlit for webapp development and deployment (Part-5)

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Day-150: Streamlit for webapp development and deployment (Part-6)

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Day-151: Streamlit for webapp development and deployment (Part-7)

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Day-152: Streamlit for webapp development and deployment (Part-8)

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Day-153: Streamlit for webapp development and deployment (Part-9)

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Day-154: Streamlit for webapp development and deployment (Part-10)

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Day-155: Streamlit for webapp development and deployment (Part-11)

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Day-156: Streamlit for webapp development and deployment (Part-12)

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Day-157: Streamlit for webapp development and deployment (Part-13)

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How to Earn using Data Science and AI skills

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Day-158: Flask for web app development (Part-1)

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Day-159: Flask for web app development (Part-2)

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Day-160: Flask for web app development (Part-3)

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Day-161: Flask for web app development (Part-4)

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Day-162: Flask for web app development (Part-5)

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Day-163: Flask for web app development (Part-6)

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Day-164: Flask for web app development (Part-7)

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Day-165: Flask for web app deployment (Part-8)

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Day-166: FastAPI (Part-1)

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Day-167: FastAPI (Part-2)

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Day-168: FastAPI (Part-3)

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Day-169: FastAPI (Part-4)

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Day-170: FastAPI (Part-5)

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Day-171: FastAPI (Part-6)

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Day-172: FastAPI (Part-7)

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Day-173: FastAPI (Part-8)

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Day-174: FastAPI (Part-9)

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Day-175: Tableau Complete Course (Part-1)

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Day-176: Tableau Complete Course (Part-2)

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Day-177: Tableau Complete Course (Part-3)

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Day-178: Tableau Complete Course (Part-4)

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Day-179: Power BI (Part-1)

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Day-180: Power BI (Part-2)

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Day-181: Power BI (Part-3)

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Day-182: Power BI (Part-4)

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Day-183: Power BI (Part-5)

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Day-184: Structured Querry Language (SQL) for Beginners

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